chore: revert removal of unused vars for versioning

- Add findPubliclyAccessibleResources function to PermissionService for bulk public resource queries
  - Add hasPublicPermission function to PermissionService for individual resource public permission checks
  - Update getAgentHandler to use hasPublicPermission for accurate individual agent public status
  - Replace instanceProjectId-based global checks with isPublic property from backend in client code
  - Add isPublic property to Agent type definition
  - Add NODE_TLS_REJECT_UNAUTHORIZED debug setting to VS Code launch config

.env.example

@@ -58,7 +58,7 @@ DEBUG_CONSOLE=false
 #                     Endpoints                     #
 #===================================================#
 
-# ENDPOINTS=openAI,assistants,azureOpenAI,google,anthropic
+# ENDPOINTS=openAI,assistants,azureOpenAI,google,gptPlugins,anthropic
 
 PROXY=
 
@@ -142,10 +142,10 @@ GOOGLE_KEY=user_provided
 # GOOGLE_AUTH_HEADER=true
 
 # Gemini API (AI Studio)
-# GOOGLE_MODELS=gemini-2.5-pro,gemini-2.5-flash,gemini-2.5-flash-lite-preview-06-17,gemini-2.0-flash,gemini-2.0-flash-lite
+# GOOGLE_MODELS=gemini-2.5-pro-preview-05-06,gemini-2.5-flash-preview-04-17,gemini-2.0-flash-001,gemini-2.0-flash-exp,gemini-2.0-flash-lite-001,gemini-1.5-pro-002,gemini-1.5-flash-002
 
 # Vertex AI
-# GOOGLE_MODELS=gemini-2.5-pro,gemini-2.5-flash,gemini-2.5-flash-lite-preview-06-17,gemini-2.0-flash-001,gemini-2.0-flash-lite-001
+# GOOGLE_MODELS=gemini-2.5-pro-preview-05-06,gemini-2.5-flash-preview-04-17,gemini-2.0-flash-001,gemini-2.0-flash-exp,gemini-2.0-flash-lite-001,gemini-1.5-pro-002,gemini-1.5-flash-002
 
 # GOOGLE_TITLE_MODEL=gemini-2.0-flash-lite-001
 
@@ -349,11 +349,6 @@ REGISTRATION_VIOLATION_SCORE=1
 CONCURRENT_VIOLATION_SCORE=1
 MESSAGE_VIOLATION_SCORE=1
 NON_BROWSER_VIOLATION_SCORE=20
-TTS_VIOLATION_SCORE=0
-STT_VIOLATION_SCORE=0
-FORK_VIOLATION_SCORE=0
-IMPORT_VIOLATION_SCORE=0
-FILE_UPLOAD_VIOLATION_SCORE=0
 
 LOGIN_MAX=7
 LOGIN_WINDOW=5
@@ -442,8 +437,6 @@ OPENID_REQUIRED_ROLE_PARAMETER_PATH=
 OPENID_USERNAME_CLAIM=
 # Set to determine which user info property returned from OpenID Provider to store as the User's name
 OPENID_NAME_CLAIM=
-# Optional audience parameter for OpenID authorization requests
-OPENID_AUDIENCE=
 
 OPENID_BUTTON_LABEL=
 OPENID_IMAGE_URL=
@@ -460,8 +453,8 @@ OPENID_REUSE_TOKENS=
 OPENID_JWKS_URL_CACHE_ENABLED=
 OPENID_JWKS_URL_CACHE_TIME= # 600000 ms eq to 10 minutes leave empty to disable caching
 #Set to true to trigger token exchange flow to acquire access token for the userinfo endpoint.
-OPENID_ON_BEHALF_FLOW_FOR_USERINFO_REQUIRED=
-OPENID_ON_BEHALF_FLOW_USERINFO_SCOPE="user.read" # example for Scope Needed for Microsoft Graph API
+OPENID_ON_BEHALF_FLOW_FOR_USERINFRO_REQUIRED=
+OPENID_ON_BEHALF_FLOW_USERINFRO_SCOPE = "user.read" # example for Scope Needed for Microsoft Graph API
 # Set to true to use the OpenID Connect end session endpoint for logout
 OPENID_USE_END_SESSION_ENDPOINT=
 
@@ -492,6 +485,21 @@ SAML_IMAGE_URL=
 # SAML_USE_AUTHN_RESPONSE_SIGNED=
 
 
+#===============================================#
+# Microsoft Graph API / Entra ID Integration  #
+#===============================================#
+
+# Enable Entra ID people search integration in permissions/sharing system
+# When enabled, the people picker will search both local database and Entra ID
+USE_ENTRA_ID_FOR_PEOPLE_SEARCH=false
+
+# When enabled, entra id groups owners will be considered as members of the group
+ENTRA_ID_INCLUDE_OWNERS_AS_MEMBERS=false
+
+# Microsoft Graph API scopes needed for people/group search
+# Default scopes provide access to user profiles and group memberships
+OPENID_GRAPH_SCOPES=User.Read,People.Read,GroupMember.Read.All
+
 # LDAP
 LDAP_URL=
 LDAP_BIND_DN=
@@ -582,10 +590,6 @@ ALLOW_SHARED_LINKS_PUBLIC=true
 # If you have another service in front of your LibreChat doing compression, disable express based compression here
 # DISABLE_COMPRESSION=true
 
-# If you have gzipped version of uploaded image images in the same folder, this will enable gzip scan and serving of these images
-# Note: The images folder will be scanned on startup and a ma kept in memory. Be careful for large number of images.
-# ENABLE_IMAGE_OUTPUT_GZIP_SCAN=true
-
 #===================================================#
 #                        UI                         #
 #===================================================#
@@ -603,40 +607,11 @@ HELP_AND_FAQ_URL=https://librechat.ai
 # REDIS Options #
 #===============#
 
-# Enable Redis for caching and session storage
+# REDIS_URI=10.10.10.10:6379
 # USE_REDIS=true
 
-# Single Redis instance
-# REDIS_URI=redis://127.0.0.1:6379
-
-# Redis cluster (multiple nodes)
-# REDIS_URI=redis://127.0.0.1:7001,redis://127.0.0.1:7002,redis://127.0.0.1:7003
-
-# Redis with TLS/SSL encryption and CA certificate
-# REDIS_URI=rediss://127.0.0.1:6380
-# REDIS_CA=/path/to/ca-cert.pem
-
-# Redis authentication (if required)
-# REDIS_USERNAME=your_redis_username
-# REDIS_PASSWORD=your_redis_password
-
-# Redis key prefix configuration
-# Use environment variable name for dynamic prefix (recommended for cloud deployments)
-# REDIS_KEY_PREFIX_VAR=K_REVISION
-# Or use static prefix directly
-# REDIS_KEY_PREFIX=librechat
-
-# Redis connection limits
-# REDIS_MAX_LISTENERS=40
-
-# Redis ping interval in seconds (0 = disabled, >0 = enabled)
-# When set to a positive integer, Redis clients will ping the server at this interval to keep connections alive
-# When unset or 0, no pinging is performed (recommended for most use cases)
-# REDIS_PING_INTERVAL=300
-
-# Force specific cache namespaces to use in-memory storage even when Redis is enabled
-# Comma-separated list of CacheKeys (e.g., STATIC_CONFIG,ROLES,MESSAGES)
-# FORCED_IN_MEMORY_CACHE_NAMESPACES=STATIC_CONFIG,ROLES
+# USE_REDIS_CLUSTER=true
+# REDIS_CA=/path/to/ca.crt
 
 #==================================================#
 #                      Others                      #
@@ -697,4 +672,4 @@ OPENWEATHER_API_KEY=
 # Reranker (Required)
 # JINA_API_KEY=your_jina_api_key
 # or
-# COHERE_API_KEY=your_cohere_api_key
+# COHERE_API_KEY=your_cohere_api_key

.github/workflows/backend-review.yml

@@ -7,7 +7,7 @@ on:
       - release/*
     paths:
       - 'api/**'
-      - 'packages/**'
+      - 'packages/api/**'
 jobs:
   tests_Backend:
     name: Run Backend unit tests

.github/workflows/client.yml

@@ -1,58 +0,0 @@
-name: Publish `@librechat/client` to NPM
-
-on:
-  push:
-    branches:
-      - main
-    paths:
-      - 'packages/client/package.json'
-  workflow_dispatch:
-    inputs:
-      reason:
-        description: 'Reason for manual trigger'
-        required: false
-        default: 'Manual publish requested'
-
-jobs:
-  build-and-publish:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-      
-      - name: Use Node.js
-        uses: actions/setup-node@v4
-        with:
-          node-version: '20.x'
-        
-      - name: Install client dependencies
-        run: cd packages/client && npm ci
-        
-      - name: Build client
-        run: cd packages/client && npm run build
-        
-      - name: Set up npm authentication
-        run: echo "//registry.npmjs.org/:_authToken=${{ secrets.PUBLISH_NPM_TOKEN }}" > ~/.npmrc
-        
-      - name: Check version change
-        id: check
-        working-directory: packages/client
-        run: |
-          PACKAGE_VERSION=$(node -p "require('./package.json').version")
-          PUBLISHED_VERSION=$(npm view @librechat/client version 2>/dev/null || echo "0.0.0")
-          if [ "$PACKAGE_VERSION" = "$PUBLISHED_VERSION" ]; then
-            echo "No version change, skipping publish"
-            echo "skip=true" >> $GITHUB_OUTPUT
-          else
-            echo "Version changed, proceeding with publish"
-            echo "skip=false" >> $GITHUB_OUTPUT
-          fi
-            
-      - name: Pack package
-        if: steps.check.outputs.skip != 'true'
-        working-directory: packages/client
-        run: npm pack
-        
-      - name: Publish
-        if: steps.check.outputs.skip != 'true'
-        working-directory: packages/client
-        run: npm publish *.tgz --access public

.github/workflows/data-schemas.yml

@@ -22,7 +22,7 @@ jobs:
       - name: Use Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: '20.x'
+          node-version: '18.x'
           
       - name: Install dependencies
         run: cd packages/data-schemas && npm ci

.github/workflows/frontend-review.yml

@@ -8,7 +8,7 @@ on:
       - release/*
     paths:
       - 'client/**'
-      - 'packages/data-provider/**'
+      - 'packages/**'
 
 jobs:
   tests_frontend_ubuntu:

.github/workflows/generate-release-changelog-pr.yml

@@ -0,0 +1,95 @@
+name: Generate Release Changelog PR
+
+on:
+  push:
+    tags:
+      - 'v*.*.*'
+  workflow_dispatch:
+
+jobs:
+  generate-release-changelog-pr:
+    permissions:
+      contents: write    # Needed for pushing commits and creating branches.
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+      # 1. Checkout the repository (with full history).
+      - name: Checkout Repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      # 2. Generate the release changelog using our custom configuration.
+      - name: Generate Release Changelog
+        id: generate_release
+        uses: mikepenz/release-changelog-builder-action@v5.1.0
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          configuration: ".github/configuration-release.json"
+          owner: ${{ github.repository_owner }}
+          repo: ${{ github.event.repository.name }}
+          outputFile: CHANGELOG-release.md
+
+      # 3. Update the main CHANGELOG.md:
+      #    - If it doesn't exist, create it with a basic header.
+      #    - Remove the "Unreleased" section (if present).
+      #    - Prepend the new release changelog above previous releases.
+      #    - Remove all temporary files before committing.
+      - name: Update CHANGELOG.md
+        run: |
+          # Determine the release tag, e.g. "v1.2.3"
+          TAG=${GITHUB_REF##*/}
+          echo "Using release tag: $TAG"
+          
+          # Ensure CHANGELOG.md exists; if not, create a basic header.
+          if [ ! -f CHANGELOG.md ]; then
+            echo "# Changelog" > CHANGELOG.md
+            echo "" >> CHANGELOG.md
+            echo "All notable changes to this project will be documented in this file." >> CHANGELOG.md
+            echo "" >> CHANGELOG.md
+          fi
+
+          echo "Updating CHANGELOG.md…"
+          
+          # Remove the "Unreleased" section (from "## [Unreleased]" until the first occurrence of '---') if it exists.
+          if grep -q "^## \[Unreleased\]" CHANGELOG.md; then
+            awk '/^## \[Unreleased\]/{flag=1} flag && /^---/{flag=0; next} !flag' CHANGELOG.md > CHANGELOG.cleaned
+          else
+            cp CHANGELOG.md CHANGELOG.cleaned
+          fi
+
+          # Split the cleaned file into:
+          #   - header.md: content before the first release header ("## [v...").
+          #   - tail.md: content from the first release header onward.
+          awk '/^## \[v/{exit} {print}' CHANGELOG.cleaned > header.md
+          awk 'f{print} /^## \[v/{f=1; print}' CHANGELOG.cleaned > tail.md
+
+          # Combine header, the new release changelog, and the tail.
+          echo "Combining updated changelog parts..."
+          cat header.md CHANGELOG-release.md > CHANGELOG.md.new
+          echo "" >> CHANGELOG.md.new
+          cat tail.md >> CHANGELOG.md.new
+
+          mv CHANGELOG.md.new CHANGELOG.md
+
+          # Remove temporary files.
+          rm -f CHANGELOG.cleaned header.md tail.md CHANGELOG-release.md
+
+          echo "Final CHANGELOG.md content:"
+          cat CHANGELOG.md
+
+      # 4. Create (or update) the Pull Request with the updated CHANGELOG.md.
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@v7
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          sign-commits: true
+          commit-message: "chore: update CHANGELOG for release ${{ github.ref_name }}"
+          base: main
+          branch: "changelog/${{ github.ref_name }}"
+          reviewers: danny-avila
+          title: "📜 docs: Changelog for release ${{ github.ref_name }}"
+          body: |
+            **Description**:
+            - This PR updates the CHANGELOG.md by removing the "Unreleased" section and adding new release notes for release ${{ github.ref_name }} above previous releases.

.github/workflows/generate-unreleased-changelog-pr.yml

@@ -0,0 +1,107 @@
+name: Generate Unreleased Changelog PR
+
+on:
+  schedule:
+    - cron: "0 0 * * 1"  # Runs every Monday at 00:00 UTC
+  workflow_dispatch:
+
+jobs:
+  generate-unreleased-changelog-pr:
+    permissions:
+      contents: write    # Needed for pushing commits and creating branches.
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+      # 1. Checkout the repository on main.
+      - name: Checkout Repository on Main
+        uses: actions/checkout@v4
+        with:
+          ref: main
+          fetch-depth: 0
+
+      # 4. Get the latest version tag.
+      - name: Get Latest Tag
+        id: get_latest_tag
+        run: |
+          LATEST_TAG=$(git describe --tags $(git rev-list --tags --max-count=1) || echo "none")
+          echo "Latest tag: $LATEST_TAG"
+          echo "tag=$LATEST_TAG" >> $GITHUB_OUTPUT
+
+      # 5. Generate the Unreleased changelog.
+      - name: Generate Unreleased Changelog
+        id: generate_unreleased
+        uses: mikepenz/release-changelog-builder-action@v5.1.0
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          configuration: ".github/configuration-unreleased.json"
+          owner: ${{ github.repository_owner }}
+          repo: ${{ github.event.repository.name }}
+          outputFile: CHANGELOG-unreleased.md
+          fromTag: ${{ steps.get_latest_tag.outputs.tag }}
+          toTag: main
+
+      # 7. Update CHANGELOG.md with the new Unreleased section.
+      - name: Update CHANGELOG.md
+        id: update_changelog
+        run: |
+          # Create CHANGELOG.md if it doesn't exist.
+          if [ ! -f CHANGELOG.md ]; then
+            echo "# Changelog" > CHANGELOG.md
+            echo "" >> CHANGELOG.md
+            echo "All notable changes to this project will be documented in this file." >> CHANGELOG.md
+            echo "" >> CHANGELOG.md
+          fi
+          
+          echo "Updating CHANGELOG.md…"
+          
+          # Extract content before the "## [Unreleased]" (or first version header if missing).
+          if grep -q "^## \[Unreleased\]" CHANGELOG.md; then
+            awk '/^## \[Unreleased\]/{exit} {print}' CHANGELOG.md > CHANGELOG_TMP.md
+          else
+            awk '/^## \[v/{exit} {print}' CHANGELOG.md > CHANGELOG_TMP.md
+          fi
+          
+          # Append the generated Unreleased changelog.
+          echo "" >> CHANGELOG_TMP.md
+          cat CHANGELOG-unreleased.md >> CHANGELOG_TMP.md
+          echo "" >> CHANGELOG_TMP.md
+          
+          # Append the remainder of the original changelog (starting from the first version header).
+          awk 'f{print} /^## \[v/{f=1; print}' CHANGELOG.md >> CHANGELOG_TMP.md
+          
+          # Replace the old file with the updated file.
+          mv CHANGELOG_TMP.md CHANGELOG.md
+          
+          # Remove the temporary generated file.
+          rm -f CHANGELOG-unreleased.md
+          
+          echo "Final CHANGELOG.md:"
+          cat CHANGELOG.md
+
+      # 8. Check if CHANGELOG.md has any updates.
+      - name: Check for CHANGELOG.md changes
+        id: changelog_changes
+        run: |
+          if git diff --quiet CHANGELOG.md; then
+            echo "has_changes=false" >> $GITHUB_OUTPUT
+          else
+            echo "has_changes=true" >> $GITHUB_OUTPUT
+          fi
+
+      # 9. Create (or update) the Pull Request only if there are changes.
+      - name: Create Pull Request
+        if: steps.changelog_changes.outputs.has_changes == 'true'
+        uses: peter-evans/create-pull-request@v7
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          base: main
+          branch: "changelog/unreleased-update"
+          sign-commits: true
+          commit-message: "action: update Unreleased changelog"
+          title: "📜 docs: Unreleased Changelog"
+          body: |
+            **Description**:
+            - This PR updates the Unreleased section in CHANGELOG.md.
+            - It compares the current main branch with the latest version tag (determined as ${{ steps.get_latest_tag.outputs.tag }}),
+              regenerates the Unreleased changelog, removes any old Unreleased block, and inserts the new content.

.github/workflows/helmcharts.yml

@@ -4,13 +4,12 @@ name: Build Helm Charts on Tag
 on:
   push:
     tags:
-      - "chart-*"
+      - "*"
 
 jobs:
   release:
     permissions:
       contents: write
-      packages: write
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
@@ -27,49 +26,15 @@ jobs:
         uses: azure/setup-helm@v4
         env:
           GITHUB_TOKEN: "${{ secrets.GITHUB_TOKEN }}"
-      
       - name: Build Subchart Deps
         run: |
-          cd helm/librechat
-          helm dependency build  
-          cd ../librechat-rag-api
-          helm dependency build      
+          cd helm/librechat-rag-api
+          helm dependency build 
 
-      - name: Get Chart Version
-        id: chart-version
-        run: |
-          CHART_VERSION=$(echo "${{ github.ref_name }}" | cut -d'-' -f2)
-          echo "CHART_VERSION=${CHART_VERSION}" >> "$GITHUB_OUTPUT"
-
-      # Log in to GitHub Container Registry
-      - name: Log in to GitHub Container Registry
-        uses: docker/login-action@v3
+      - name: Run chart-releaser
+        uses: helm/chart-releaser-action@v1.6.0
         with:
-          registry: ghcr.io
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
-
-      # Run Helm OCI Charts Releaser
-      # This is for the librechat chart
-      - name: Release Helm OCI Charts for librechat
-        uses: appany/helm-oci-chart-releaser@v0.4.2
-        with:
-          name: librechat
-          repository: ${{ github.actor }}/librechat-chart
-          tag: ${{ steps.chart-version.outputs.CHART_VERSION }}
-          path: helm/librechat
-          registry: ghcr.io
-          registry_username: ${{ github.actor }}
-          registry_password: ${{ secrets.GITHUB_TOKEN }}
-      
-      # this is for the librechat-rag-api chart
-      - name: Release Helm OCI Charts for librechat-rag-api
-        uses: appany/helm-oci-chart-releaser@v0.4.2
-        with:
-          name: librechat-rag-api
-          repository: ${{ github.actor }}/librechat-chart
-          tag: ${{ steps.chart-version.outputs.CHART_VERSION }}
-          path: helm/librechat-rag-api
-          registry: ghcr.io
-          registry_username: ${{ github.actor }}
-          registry_password: ${{ secrets.GITHUB_TOKEN }}
+          charts_dir: helm
+          skip_existing: true
+        env:
+          CR_TOKEN: "${{ secrets.GITHUB_TOKEN }}"

.github/workflows/i18n-unused-keys.yml

@@ -6,7 +6,6 @@ on:
       - "client/src/**"
       - "api/**"
       - "packages/data-provider/src/**"
-      - "packages/client/**"
 
 jobs:
   detect-unused-i18n-keys:
@@ -24,7 +23,7 @@ jobs:
 
           # Define paths
           I18N_FILE="client/src/locales/en/translation.json"
-          SOURCE_DIRS=("client/src" "api" "packages/data-provider/src" "packages/client")
+          SOURCE_DIRS=("client/src" "api" "packages/data-provider/src")
 
           # Check if translation file exists
           if [[ ! -f "$I18N_FILE" ]]; then

.github/workflows/locize-i18n-sync.yml

@@ -48,7 +48,7 @@ jobs:
 
       # 2. Download translation files from locize.
       - name: Download Translations from locize
-        uses: locize/download@v2
+        uses: locize/download@v1
         with:
           project-id: ${{ secrets.LOCIZE_PROJECT_ID }}
           path: "client/src/locales"

.github/workflows/unused-packages.yml

@@ -7,7 +7,6 @@ on:
       - 'package-lock.json'
       - 'client/**'
       - 'api/**'
-      - 'packages/client/**'
 
 jobs:
   detect-unused-packages:
@@ -29,7 +28,7 @@ jobs:
 
       - name: Validate JSON files
         run: |
-          for FILE in package.json client/package.json api/package.json packages/client/package.json; do
+          for FILE in package.json client/package.json api/package.json; do
             if [[ -f "$FILE" ]]; then
               jq empty "$FILE" || (echo "::error title=Invalid JSON::$FILE is invalid" && exit 1)
             fi
@@ -64,31 +63,12 @@ jobs:
             local folder=$1
             local output_file=$2
             if [[ -d "$folder" ]]; then
-              # Extract require() statements
-              grep -rEho "require\\(['\"]([a-zA-Z0-9@/._-]+)['\"]\\)" "$folder" --include=\*.{js,ts,tsx,jsx,mjs,cjs} | \
+              grep -rEho "require\\(['\"]([a-zA-Z0-9@/._-]+)['\"]\\)" "$folder" --include=\*.{js,ts,mjs,cjs} | \
                 sed -E "s/require\\(['\"]([a-zA-Z0-9@/._-]+)['\"]\\)/\1/" > "$output_file"
           
-              # Extract ES6 imports - various patterns
-              # import x from 'module'
-              grep -rEho "import .* from ['\"]([a-zA-Z0-9@/._-]+)['\"]" "$folder" --include=\*.{js,ts,tsx,jsx,mjs,cjs} | \
+              grep -rEho "import .* from ['\"]([a-zA-Z0-9@/._-]+)['\"]" "$folder" --include=\*.{js,ts,mjs,cjs} | \
                 sed -E "s/import .* from ['\"]([a-zA-Z0-9@/._-]+)['\"]/\1/" >> "$output_file"
-              
-              # import 'module' (side-effect imports)
-              grep -rEho "import ['\"]([a-zA-Z0-9@/._-]+)['\"]" "$folder" --include=\*.{js,ts,tsx,jsx,mjs,cjs} | \
-                sed -E "s/import ['\"]([a-zA-Z0-9@/._-]+)['\"]/\1/" >> "$output_file"
-              
-              # export { x } from 'module' or export * from 'module'
-              grep -rEho "export .* from ['\"]([a-zA-Z0-9@/._-]+)['\"]" "$folder" --include=\*.{js,ts,tsx,jsx,mjs,cjs} | \
-                sed -E "s/export .* from ['\"]([a-zA-Z0-9@/._-]+)['\"]/\1/" >> "$output_file"
-              
-              # import type { x } from 'module' (TypeScript)
-              grep -rEho "import type .* from ['\"]([a-zA-Z0-9@/._-]+)['\"]" "$folder" --include=\*.{ts,tsx} | \
-                sed -E "s/import type .* from ['\"]([a-zA-Z0-9@/._-]+)['\"]/\1/" >> "$output_file"
           
-              # Remove subpath imports but keep the base package
-              # e.g., '@tanstack/react-query/devtools' becomes '@tanstack/react-query'
-              sed -i -E 's|^(@?[a-zA-Z0-9-]+(/[a-zA-Z0-9-]+)?)/.*|\1|' "$output_file"
-              
               sort -u "$output_file" -o "$output_file"
             else
               touch "$output_file"
@@ -98,80 +78,13 @@ jobs:
           extract_deps_from_code "." root_used_code.txt
           extract_deps_from_code "client" client_used_code.txt
           extract_deps_from_code "api" api_used_code.txt
-          
-          # Extract dependencies used by @librechat/client package
-          extract_deps_from_code "packages/client" packages_client_used_code.txt
-
-      - name: Get @librechat/client dependencies
-        id: get-librechat-client-deps
-        run: |
-          if [[ -f "packages/client/package.json" ]]; then
-            # Get all dependencies from @librechat/client (dependencies, devDependencies, and peerDependencies)
-            DEPS=$(jq -r '.dependencies // {} | keys[]' packages/client/package.json 2>/dev/null || echo "")
-            DEV_DEPS=$(jq -r '.devDependencies // {} | keys[]' packages/client/package.json 2>/dev/null || echo "")
-            PEER_DEPS=$(jq -r '.peerDependencies // {} | keys[]' packages/client/package.json 2>/dev/null || echo "")
-            
-            # Combine all dependencies
-            echo "$DEPS" > librechat_client_deps.txt
-            echo "$DEV_DEPS" >> librechat_client_deps.txt
-            echo "$PEER_DEPS" >> librechat_client_deps.txt
-            
-            # Also include dependencies that are imported in packages/client
-            cat packages_client_used_code.txt >> librechat_client_deps.txt
-            
-            # Remove empty lines and sort
-            grep -v '^$' librechat_client_deps.txt | sort -u > temp_deps.txt
-            mv temp_deps.txt librechat_client_deps.txt
-          else
-            touch librechat_client_deps.txt
-          fi
-
-      - name: Extract Workspace Dependencies
-        id: extract-workspace-deps
-        run: |
-          # Function to get dependencies from a workspace package that are used by another package
-          get_workspace_package_deps() {
-            local package_json=$1
-            local output_file=$2
-            
-            # Get all workspace dependencies (starting with @librechat/)
-            if [[ -f "$package_json" ]]; then
-              local workspace_deps=$(jq -r '.dependencies // {} | to_entries[] | select(.key | startswith("@librechat/")) | .key' "$package_json" 2>/dev/null || echo "")
-              
-              # For each workspace dependency, get its dependencies
-              for dep in $workspace_deps; do
-                # Convert @librechat/api to packages/api
-                local workspace_path=$(echo "$dep" | sed 's/@librechat\//packages\//')
-                local workspace_package_json="${workspace_path}/package.json"
-                
-                if [[ -f "$workspace_package_json" ]]; then
-                  # Extract all dependencies from the workspace package
-                  jq -r '.dependencies // {} | keys[]' "$workspace_package_json" 2>/dev/null >> "$output_file"
-                  # Also extract peerDependencies
-                  jq -r '.peerDependencies // {} | keys[]' "$workspace_package_json" 2>/dev/null >> "$output_file"
-                fi
-              done
-            fi
-            
-            if [[ -f "$output_file" ]]; then
-              sort -u "$output_file" -o "$output_file"
-            else
-              touch "$output_file"
-            fi
-          }
-          
-          # Get workspace dependencies for each package
-          get_workspace_package_deps "package.json" root_workspace_deps.txt
-          get_workspace_package_deps "client/package.json" client_workspace_deps.txt
-          get_workspace_package_deps "api/package.json" api_workspace_deps.txt
 
       - name: Run depcheck for root package.json
         id: check-root
         run: |
           if [[ -f "package.json" ]]; then
             UNUSED=$(depcheck --json | jq -r '.dependencies | join("\n")' || echo "")
-            # Exclude dependencies used in scripts, code, and workspace packages
-            UNUSED=$(comm -23 <(echo "$UNUSED" | sort) <(cat root_used_deps.txt root_used_code.txt root_workspace_deps.txt | sort) || echo "")
+            UNUSED=$(comm -23 <(echo "$UNUSED" | sort) <(cat root_used_deps.txt root_used_code.txt | sort) || echo "")
             echo "ROOT_UNUSED<<EOF" >> $GITHUB_ENV
             echo "$UNUSED" >> $GITHUB_ENV
             echo "EOF" >> $GITHUB_ENV
@@ -184,8 +97,7 @@ jobs:
             chmod -R 755 client
             cd client
             UNUSED=$(depcheck --json | jq -r '.dependencies | join("\n")' || echo "")
-            # Exclude dependencies used in scripts, code, and workspace packages
-            UNUSED=$(comm -23 <(echo "$UNUSED" | sort) <(cat ../client_used_deps.txt ../client_used_code.txt ../client_workspace_deps.txt | sort) || echo "")
+            UNUSED=$(comm -23 <(echo "$UNUSED" | sort) <(cat ../client_used_deps.txt ../client_used_code.txt | sort) || echo "")
             # Filter out false positives
             UNUSED=$(echo "$UNUSED" | grep -v "^micromark-extension-llm-math$" || echo "")
             echo "CLIENT_UNUSED<<EOF" >> $GITHUB_ENV
@@ -201,8 +113,7 @@ jobs:
             chmod -R 755 api
             cd api
             UNUSED=$(depcheck --json | jq -r '.dependencies | join("\n")' || echo "")
-            # Exclude dependencies used in scripts, code, and workspace packages
-            UNUSED=$(comm -23 <(echo "$UNUSED" | sort) <(cat ../api_used_deps.txt ../api_used_code.txt ../api_workspace_deps.txt | sort) || echo "")
+            UNUSED=$(comm -23 <(echo "$UNUSED" | sort) <(cat ../api_used_deps.txt ../api_used_code.txt | sort) || echo "")
             echo "API_UNUSED<<EOF" >> $GITHUB_ENV
             echo "$UNUSED" >> $GITHUB_ENV
             echo "EOF" >> $GITHUB_ENV

.gitignore

@@ -13,9 +13,6 @@ pids
 *.seed
 .git
 
-# CI/CD data
-test-image*
-
 # Directory for instrumented libs generated by jscoverage/JSCover
 lib-cov
 
@@ -128,12 +125,3 @@ helm/**/.values.yaml
 
 # SAML Idp cert
 *.cert
-
-# AI Assistants
-/.claude/
-/.cursor/
-/.copilot/
-/.aider/
-/.openai/
-/.tabnine/
-/.codeium

.vscode/launch.json

@@ -8,7 +8,8 @@
       "skipFiles": ["<node_internals>/**"],
       "program": "${workspaceFolder}/api/server/index.js",
       "env": {
-        "NODE_ENV": "production"
+        "NODE_ENV": "production",
+         "NODE_TLS_REJECT_UNAUTHORIZED": "0"
       },
       "console": "integratedTerminal",
       "envFile": "${workspaceFolder}/.env"

Dockerfile

@@ -1,4 +1,4 @@
-# v0.8.0-rc2
+# v0.7.8
 
 # Base node image
 FROM node:20-alpine AS node

Dockerfile.multi

@@ -1,5 +1,5 @@
 # Dockerfile.multi
-# v0.8.0-rc2
+# v0.7.8
 
 # Base for all builds
 FROM node:20-alpine AS base-min
@@ -16,7 +16,6 @@ COPY package*.json ./
 COPY packages/data-provider/package*.json ./packages/data-provider/
 COPY packages/api/package*.json ./packages/api/
 COPY packages/data-schemas/package*.json ./packages/data-schemas/
-COPY packages/client/package*.json ./packages/client/
 COPY client/package*.json ./client/
 COPY api/package*.json ./api/
 
@@ -46,19 +45,11 @@ COPY --from=data-provider-build /app/packages/data-provider/dist /app/packages/d
 COPY --from=data-schemas-build /app/packages/data-schemas/dist /app/packages/data-schemas/dist
 RUN npm run build
 
-# Build `client` package
-FROM base AS client-package-build
-WORKDIR /app/packages/client
-COPY packages/client ./
-RUN npm run build
-
 # Client build
 FROM base AS client-build
 WORKDIR /app/client
 COPY client ./
 COPY --from=data-provider-build /app/packages/data-provider/dist /app/packages/data-provider/dist
-COPY --from=client-package-build /app/packages/client/dist /app/packages/client/dist
-COPY --from=client-package-build /app/packages/client/src /app/packages/client/src
 ENV NODE_OPTIONS="--max-old-space-size=2048"
 RUN npm run build
 

README.md

@@ -52,7 +52,7 @@
 - 🖥️ **UI & Experience** inspired by ChatGPT with enhanced design and features
 
 - 🤖 **AI Model Selection**:  
-  - Anthropic (Claude), AWS Bedrock, OpenAI, Azure OpenAI, Google, Vertex AI, OpenAI Responses API (incl. Azure)
+  - Anthropic (Claude), AWS Bedrock, OpenAI, Azure OpenAI, Google, Vertex AI, OpenAI Assistants API (incl. Azure)
   - [Custom Endpoints](https://www.librechat.ai/docs/quick_start/custom_endpoints): Use any OpenAI-compatible API with LibreChat, no proxy required
   - Compatible with [Local & Remote AI Providers](https://www.librechat.ai/docs/configuration/librechat_yaml/ai_endpoints):
     - Ollama, groq, Cohere, Mistral AI, Apple MLX, koboldcpp, together.ai,
@@ -66,9 +66,10 @@
 - 🔦 **Agents & Tools Integration**:  
   - **[LibreChat Agents](https://www.librechat.ai/docs/features/agents)**:
     - No-Code Custom Assistants: Build specialized, AI-driven helpers without coding  
-    - Flexible & Extensible: Use MCP Servers, tools, file search, code execution, and more  
-    - Compatible with Custom Endpoints, OpenAI, Azure, Anthropic, AWS Bedrock, Google, Vertex AI, Responses API, and more
+    - Flexible & Extensible: Attach tools like DALL-E-3, file search, code execution, and more  
+    - Compatible with Custom Endpoints, OpenAI, Azure, Anthropic, AWS Bedrock, and more
     - [Model Context Protocol (MCP) Support](https://modelcontextprotocol.io/clients#librechat) for Tools
+  - Use LibreChat Agents and OpenAI Assistants with Files, Code Interpreter, Tools, and API Actions
 
 - 🔍 **Web Search**:  
   - Search the internet and retrieve relevant information to enhance your AI context

api/app/clients/AnthropicClient.js

@@ -27,7 +27,6 @@ const {
 const { getModelMaxTokens, getModelMaxOutputTokens, matchModelName } = require('~/utils');
 const { spendTokens, spendStructuredTokens } = require('~/models/spendTokens');
 const { encodeAndFormat } = require('~/server/services/Files/images/encode');
-const { encodeAndFormatDocuments } = require('~/server/services/Files/documents');
 const { sleep } = require('~/server/utils');
 const BaseClient = require('./BaseClient');
 const { logger } = require('~/config');
@@ -313,33 +312,6 @@ class AnthropicClient extends BaseClient {
     return files;
   }
 
-  async addDocuments(message, attachments) {
-    // Only process documents
-    const documentResult = await encodeAndFormatDocuments(
-      this.options.req,
-      attachments,
-      EModelEndpoint.anthropic,
-    );
-
-    message.documents =
-      documentResult.documents && documentResult.documents.length
-        ? documentResult.documents
-        : undefined;
-
-    return documentResult.files;
-  }
-
-  async processAttachments(message, attachments) {
-    // Process both images and documents
-    const [imageFiles, documentFiles] = await Promise.all([
-      this.addImageURLs(message, attachments),
-      this.addDocuments(message, attachments),
-    ]);
-
-    // Combine files from both processors
-    return [...imageFiles, ...documentFiles];
-  }
-
   /**
    * @param {object} params
    * @param {number} params.promptTokens
@@ -410,7 +382,7 @@ class AnthropicClient extends BaseClient {
         };
       }
 
-      const files = await this.processAttachments(latestMessage, attachments);
+      const files = await this.addImageURLs(latestMessage, attachments);
 
       this.options.attachments = files;
     }
@@ -969,7 +941,7 @@ class AnthropicClient extends BaseClient {
       const content = `<conversation_context>
   ${convo}
   </conversation_context>
-
+  
   Please generate a title for this conversation.`;
 
       const titleMessage = { role: 'user', content };

api/app/clients/BaseClient.js

@@ -13,6 +13,7 @@ const {
 const { getMessages, saveMessage, updateMessage, saveConvo, getConvo } = require('~/models');
 const { checkBalance } = require('~/models/balanceMethods');
 const { truncateToolCallOutputs } = require('./prompts');
+const { addSpaceIfNeeded } = require('~/server/utils');
 const { getFiles } = require('~/models/File');
 const TextStream = require('./TextStream');
 const { logger } = require('~/config');
@@ -108,15 +109,12 @@ class BaseClient {
   /**
    * Abstract method to record token usage. Subclasses must implement this method.
    * If a correction to the token usage is needed, the method should return an object with the corrected token counts.
-   * Should only be used if `recordCollectedUsage` was not used instead.
-   * @param {string} [model]
    * @param {number} promptTokens
    * @param {number} completionTokens
    * @returns {Promise<void>}
    */
-  async recordTokenUsage({ model, promptTokens, completionTokens }) {
+  async recordTokenUsage({ promptTokens, completionTokens }) {
     logger.debug('[BaseClient] `recordTokenUsage` not implemented.', {
-      model,
       promptTokens,
       completionTokens,
     });
@@ -200,10 +198,6 @@ class BaseClient {
       this.currentMessages[this.currentMessages.length - 1].messageId = head;
     }
 
-    if (opts.isRegenerate && responseMessageId.endsWith('_')) {
-      responseMessageId = crypto.randomUUID();
-    }
-
     this.responseMessageId = responseMessageId;
 
     return {
@@ -578,7 +572,7 @@ class BaseClient {
       });
     }
 
-    const { editedContent } = opts;
+    const { generation = '' } = opts;
 
     // It's not necessary to push to currentMessages
     // depending on subclass implementation of handling messages
@@ -593,21 +587,11 @@ class BaseClient {
           isCreatedByUser: false,
           model: this.modelOptions?.model ?? this.model,
           sender: this.sender,
+          text: generation,
         };
         this.currentMessages.push(userMessage, latestMessage);
-      } else if (editedContent != null) {
-        // Handle editedContent for content parts
-        if (editedContent && latestMessage.content && Array.isArray(latestMessage.content)) {
-          const { index, text, type } = editedContent;
-          if (index >= 0 && index < latestMessage.content.length) {
-            const contentPart = latestMessage.content[index];
-            if (type === ContentTypes.THINK && contentPart.type === ContentTypes.THINK) {
-              contentPart[ContentTypes.THINK] = text;
-            } else if (type === ContentTypes.TEXT && contentPart.type === ContentTypes.TEXT) {
-              contentPart[ContentTypes.TEXT] = text;
-            }
-          }
-        }
+      } else {
+        latestMessage.text = generation;
       }
       this.continued = true;
     } else {
@@ -688,32 +672,16 @@ class BaseClient {
     };
 
     if (typeof completion === 'string') {
-      responseMessage.text = completion;
+      responseMessage.text = addSpaceIfNeeded(generation) + completion;
     } else if (
       Array.isArray(completion) &&
       (this.clientName === EModelEndpoint.agents ||
         isParamEndpoint(this.options.endpoint, this.options.endpointType))
     ) {
       responseMessage.text = '';
-
-      if (!opts.editedContent || this.currentMessages.length === 0) {
-        responseMessage.content = completion;
-      } else {
-        const latestMessage = this.currentMessages[this.currentMessages.length - 1];
-        if (!latestMessage?.content) {
-          responseMessage.content = completion;
-        } else {
-          const existingContent = [...latestMessage.content];
-          const { type: editedType } = opts.editedContent;
-          responseMessage.content = this.mergeEditedContent(
-            existingContent,
-            completion,
-            editedType,
-          );
-        }
-      }
+      responseMessage.content = completion;
     } else if (Array.isArray(completion)) {
-      responseMessage.text = completion.join('');
+      responseMessage.text = addSpaceIfNeeded(generation) + completion.join('');
     }
 
     if (
@@ -744,13 +712,9 @@ class BaseClient {
       } else {
         responseMessage.tokenCount = this.getTokenCountForResponse(responseMessage);
         completionTokens = responseMessage.tokenCount;
-        await this.recordTokenUsage({
-          usage,
-          promptTokens,
-          completionTokens,
-          model: responseMessage.model,
-        });
       }
+
+      await this.recordTokenUsage({ promptTokens, completionTokens, usage });
     }
 
     if (userMessagePromise) {
@@ -828,8 +792,7 @@ class BaseClient {
 
     userMessage.tokenCount = userMessageTokenCount;
     /*
-      Note: `AgentController` saves the user message if not saved here
-      (noted by `savedMessageIds`), so we update the count of its `userMessage` reference
+      Note: `AskController` saves the user message, so we update the count of its `userMessage` reference
     */
     if (typeof opts?.getReqData === 'function') {
       opts.getReqData({
@@ -838,8 +801,7 @@ class BaseClient {
     }
     /*
       Note: we update the user message to be sure it gets the calculated token count;
-      though `AgentController` saves the user message if not saved here
-      (noted by `savedMessageIds`), EditController does not
+      though `AskController` saves the user message, EditController does not
     */
     await userMessagePromise;
     await this.updateMessageInDatabase({
@@ -1131,50 +1093,6 @@ class BaseClient {
     return numTokens;
   }
 
-  /**
-   * Merges completion content with existing content when editing TEXT or THINK types
-   * @param {Array} existingContent - The existing content array
-   * @param {Array} newCompletion - The new completion content
-   * @param {string} editedType - The type of content being edited
-   * @returns {Array} The merged content array
-   */
-  mergeEditedContent(existingContent, newCompletion, editedType) {
-    if (!newCompletion.length) {
-      return existingContent.concat(newCompletion);
-    }
-
-    if (editedType !== ContentTypes.TEXT && editedType !== ContentTypes.THINK) {
-      return existingContent.concat(newCompletion);
-    }
-
-    const lastIndex = existingContent.length - 1;
-    const lastExisting = existingContent[lastIndex];
-    const firstNew = newCompletion[0];
-
-    if (lastExisting?.type !== firstNew?.type || firstNew?.type !== editedType) {
-      return existingContent.concat(newCompletion);
-    }
-
-    const mergedContent = [...existingContent];
-    if (editedType === ContentTypes.TEXT) {
-      mergedContent[lastIndex] = {
-        ...mergedContent[lastIndex],
-        [ContentTypes.TEXT]:
-          (mergedContent[lastIndex][ContentTypes.TEXT] || '') + (firstNew[ContentTypes.TEXT] || ''),
-      };
-    } else {
-      mergedContent[lastIndex] = {
-        ...mergedContent[lastIndex],
-        [ContentTypes.THINK]:
-          (mergedContent[lastIndex][ContentTypes.THINK] || '') +
-          (firstNew[ContentTypes.THINK] || ''),
-      };
-    }
-
-    // Add remaining completion items
-    return mergedContent.concat(newCompletion.slice(1));
-  }
-
   async sendPayload(payload, opts = {}) {
     if (opts && typeof opts === 'object') {
       this.setOptions(opts);
@@ -1233,7 +1151,7 @@ class BaseClient {
         {},
       );
 
-      await this.processAttachments(message, files, this.visionMode);
+      await this.addImageURLs(message, files, this.visionMode);
 
       this.message_file_map[message.messageId] = files;
       return message;

api/app/clients/ChatGPTClient.js

@@ -0,0 +1,804 @@
+const { Keyv } = require('keyv');
+const crypto = require('crypto');
+const { CohereClient } = require('cohere-ai');
+const { fetchEventSource } = require('@waylaidwanderer/fetch-event-source');
+const { constructAzureURL, genAzureChatCompletion } = require('@librechat/api');
+const { encoding_for_model: encodingForModel, get_encoding: getEncoding } = require('tiktoken');
+const {
+  ImageDetail,
+  EModelEndpoint,
+  resolveHeaders,
+  CohereConstants,
+  mapModelToAzureConfig,
+} = require('librechat-data-provider');
+const { createContextHandlers } = require('./prompts');
+const { createCoherePayload } = require('./llm');
+const { extractBaseURL } = require('~/utils');
+const BaseClient = require('./BaseClient');
+const { logger } = require('~/config');
+
+const CHATGPT_MODEL = 'gpt-3.5-turbo';
+const tokenizersCache = {};
+
+class ChatGPTClient extends BaseClient {
+  constructor(apiKey, options = {}, cacheOptions = {}) {
+    super(apiKey, options, cacheOptions);
+
+    cacheOptions.namespace = cacheOptions.namespace || 'chatgpt';
+    this.conversationsCache = new Keyv(cacheOptions);
+    this.setOptions(options);
+  }
+
+  setOptions(options) {
+    if (this.options && !this.options.replaceOptions) {
+      // nested options aren't spread properly, so we need to do this manually
+      this.options.modelOptions = {
+        ...this.options.modelOptions,
+        ...options.modelOptions,
+      };
+      delete options.modelOptions;
+      // now we can merge options
+      this.options = {
+        ...this.options,
+        ...options,
+      };
+    } else {
+      this.options = options;
+    }
+
+    if (this.options.openaiApiKey) {
+      this.apiKey = this.options.openaiApiKey;
+    }
+
+    const modelOptions = this.options.modelOptions || {};
+    this.modelOptions = {
+      ...modelOptions,
+      // set some good defaults (check for undefined in some cases because they may be 0)
+      model: modelOptions.model || CHATGPT_MODEL,
+      temperature: typeof modelOptions.temperature === 'undefined' ? 0.8 : modelOptions.temperature,
+      top_p: typeof modelOptions.top_p === 'undefined' ? 1 : modelOptions.top_p,
+      presence_penalty:
+        typeof modelOptions.presence_penalty === 'undefined' ? 1 : modelOptions.presence_penalty,
+      stop: modelOptions.stop,
+    };
+
+    this.isChatGptModel = this.modelOptions.model.includes('gpt-');
+    const { isChatGptModel } = this;
+    this.isUnofficialChatGptModel =
+      this.modelOptions.model.startsWith('text-chat') ||
+      this.modelOptions.model.startsWith('text-davinci-002-render');
+    const { isUnofficialChatGptModel } = this;
+
+    // Davinci models have a max context length of 4097 tokens.
+    this.maxContextTokens = this.options.maxContextTokens || (isChatGptModel ? 4095 : 4097);
+    // I decided to reserve 1024 tokens for the response.
+    // The max prompt tokens is determined by the max context tokens minus the max response tokens.
+    // Earlier messages will be dropped until the prompt is within the limit.
+    this.maxResponseTokens = this.modelOptions.max_tokens || 1024;
+    this.maxPromptTokens =
+      this.options.maxPromptTokens || this.maxContextTokens - this.maxResponseTokens;
+
+    if (this.maxPromptTokens + this.maxResponseTokens > this.maxContextTokens) {
+      throw new Error(
+        `maxPromptTokens + max_tokens (${this.maxPromptTokens} + ${this.maxResponseTokens} = ${
+          this.maxPromptTokens + this.maxResponseTokens
+        }) must be less than or equal to maxContextTokens (${this.maxContextTokens})`,
+      );
+    }
+
+    this.userLabel = this.options.userLabel || 'User';
+    this.chatGptLabel = this.options.chatGptLabel || 'ChatGPT';
+
+    if (isChatGptModel) {
+      // Use these faux tokens to help the AI understand the context since we are building the chat log ourselves.
+      // Trying to use "<|im_start|>" causes the AI to still generate "<" or "<|" at the end sometimes for some reason,
+      // without tripping the stop sequences, so I'm using "||>" instead.
+      this.startToken = '||>';
+      this.endToken = '';
+      this.gptEncoder = this.constructor.getTokenizer('cl100k_base');
+    } else if (isUnofficialChatGptModel) {
+      this.startToken = '<|im_start|>';
+      this.endToken = '<|im_end|>';
+      this.gptEncoder = this.constructor.getTokenizer('text-davinci-003', true, {
+        '<|im_start|>': 100264,
+        '<|im_end|>': 100265,
+      });
+    } else {
+      // Previously I was trying to use "<|endoftext|>" but there seems to be some bug with OpenAI's token counting
+      // system that causes only the first "<|endoftext|>" to be counted as 1 token, and the rest are not treated
+      // as a single token. So we're using this instead.
+      this.startToken = '||>';
+      this.endToken = '';
+      try {
+        this.gptEncoder = this.constructor.getTokenizer(this.modelOptions.model, true);
+      } catch {
+        this.gptEncoder = this.constructor.getTokenizer('text-davinci-003', true);
+      }
+    }
+
+    if (!this.modelOptions.stop) {
+      const stopTokens = [this.startToken];
+      if (this.endToken && this.endToken !== this.startToken) {
+        stopTokens.push(this.endToken);
+      }
+      stopTokens.push(`\n${this.userLabel}:`);
+      stopTokens.push('<|diff_marker|>');
+      // I chose not to do one for `chatGptLabel` because I've never seen it happen
+      this.modelOptions.stop = stopTokens;
+    }
+
+    if (this.options.reverseProxyUrl) {
+      this.completionsUrl = this.options.reverseProxyUrl;
+    } else if (isChatGptModel) {
+      this.completionsUrl = 'https://api.openai.com/v1/chat/completions';
+    } else {
+      this.completionsUrl = 'https://api.openai.com/v1/completions';
+    }
+
+    return this;
+  }
+
+  static getTokenizer(encoding, isModelName = false, extendSpecialTokens = {}) {
+    if (tokenizersCache[encoding]) {
+      return tokenizersCache[encoding];
+    }
+    let tokenizer;
+    if (isModelName) {
+      tokenizer = encodingForModel(encoding, extendSpecialTokens);
+    } else {
+      tokenizer = getEncoding(encoding, extendSpecialTokens);
+    }
+    tokenizersCache[encoding] = tokenizer;
+    return tokenizer;
+  }
+
+  /** @type {getCompletion} */
+  async getCompletion(input, onProgress, onTokenProgress, abortController = null) {
+    if (!abortController) {
+      abortController = new AbortController();
+    }
+
+    let modelOptions = { ...this.modelOptions };
+    if (typeof onProgress === 'function') {
+      modelOptions.stream = true;
+    }
+    if (this.isChatGptModel) {
+      modelOptions.messages = input;
+    } else {
+      modelOptions.prompt = input;
+    }
+
+    if (this.useOpenRouter && modelOptions.prompt) {
+      delete modelOptions.stop;
+    }
+
+    const { debug } = this.options;
+    let baseURL = this.completionsUrl;
+    if (debug) {
+      console.debug();
+      console.debug(baseURL);
+      console.debug(modelOptions);
+      console.debug();
+    }
+
+    const opts = {
+      method: 'POST',
+      headers: {
+        'Content-Type': 'application/json',
+      },
+    };
+
+    if (this.isVisionModel) {
+      modelOptions.max_tokens = 4000;
+    }
+
+    /** @type {TAzureConfig | undefined} */
+    const azureConfig = this.options?.req?.app?.locals?.[EModelEndpoint.azureOpenAI];
+
+    const isAzure = this.azure || this.options.azure;
+    if (
+      (isAzure && this.isVisionModel && azureConfig) ||
+      (azureConfig && this.isVisionModel && this.options.endpoint === EModelEndpoint.azureOpenAI)
+    ) {
+      const { modelGroupMap, groupMap } = azureConfig;
+      const {
+        azureOptions,
+        baseURL,
+        headers = {},
+        serverless,
+      } = mapModelToAzureConfig({
+        modelName: modelOptions.model,
+        modelGroupMap,
+        groupMap,
+      });
+      opts.headers = resolveHeaders(headers);
+      this.langchainProxy = extractBaseURL(baseURL);
+      this.apiKey = azureOptions.azureOpenAIApiKey;
+
+      const groupName = modelGroupMap[modelOptions.model].group;
+      this.options.addParams = azureConfig.groupMap[groupName].addParams;
+      this.options.dropParams = azureConfig.groupMap[groupName].dropParams;
+      // Note: `forcePrompt` not re-assigned as only chat models are vision models
+
+      this.azure = !serverless && azureOptions;
+      this.azureEndpoint =
+        !serverless && genAzureChatCompletion(this.azure, modelOptions.model, this);
+      if (serverless === true) {
+        this.options.defaultQuery = azureOptions.azureOpenAIApiVersion
+          ? { 'api-version': azureOptions.azureOpenAIApiVersion }
+          : undefined;
+        this.options.headers['api-key'] = this.apiKey;
+      }
+    }
+
+    if (this.options.defaultQuery) {
+      opts.defaultQuery = this.options.defaultQuery;
+    }
+
+    if (this.options.headers) {
+      opts.headers = { ...opts.headers, ...this.options.headers };
+    }
+
+    if (isAzure) {
+      // Azure does not accept `model` in the body, so we need to remove it.
+      delete modelOptions.model;
+
+      baseURL = this.langchainProxy
+        ? constructAzureURL({
+            baseURL: this.langchainProxy,
+            azureOptions: this.azure,
+          })
+        : this.azureEndpoint.split(/(?<!\/)\/(chat|completion)\//)[0];
+
+      if (this.options.forcePrompt) {
+        baseURL += '/completions';
+      } else {
+        baseURL += '/chat/completions';
+      }
+
+      opts.defaultQuery = { 'api-version': this.azure.azureOpenAIApiVersion };
+      opts.headers = { ...opts.headers, 'api-key': this.apiKey };
+    } else if (this.apiKey) {
+      opts.headers.Authorization = `Bearer ${this.apiKey}`;
+    }
+
+    if (process.env.OPENAI_ORGANIZATION) {
+      opts.headers['OpenAI-Organization'] = process.env.OPENAI_ORGANIZATION;
+    }
+
+    if (this.useOpenRouter) {
+      opts.headers['HTTP-Referer'] = 'https://librechat.ai';
+      opts.headers['X-Title'] = 'LibreChat';
+    }
+
+    /* hacky fixes for Mistral AI API:
+      - Re-orders system message to the top of the messages payload, as not allowed anywhere else
+      - If there is only one message and it's a system message, change the role to user
+      */
+    if (baseURL.includes('https://api.mistral.ai/v1') && modelOptions.messages) {
+      const { messages } = modelOptions;
+
+      const systemMessageIndex = messages.findIndex((msg) => msg.role === 'system');
+
+      if (systemMessageIndex > 0) {
+        const [systemMessage] = messages.splice(systemMessageIndex, 1);
+        messages.unshift(systemMessage);
+      }
+
+      modelOptions.messages = messages;
+
+      if (messages.length === 1 && messages[0].role === 'system') {
+        modelOptions.messages[0].role = 'user';
+      }
+    }
+
+    if (this.options.addParams && typeof this.options.addParams === 'object') {
+      modelOptions = {
+        ...modelOptions,
+        ...this.options.addParams,
+      };
+      logger.debug('[ChatGPTClient] chatCompletion: added params', {
+        addParams: this.options.addParams,
+        modelOptions,
+      });
+    }
+
+    if (this.options.dropParams && Array.isArray(this.options.dropParams)) {
+      this.options.dropParams.forEach((param) => {
+        delete modelOptions[param];
+      });
+      logger.debug('[ChatGPTClient] chatCompletion: dropped params', {
+        dropParams: this.options.dropParams,
+        modelOptions,
+      });
+    }
+
+    if (baseURL.startsWith(CohereConstants.API_URL)) {
+      const payload = createCoherePayload({ modelOptions });
+      return await this.cohereChatCompletion({ payload, onTokenProgress });
+    }
+
+    if (baseURL.includes('v1') && !baseURL.includes('/completions') && !this.isChatCompletion) {
+      baseURL = baseURL.split('v1')[0] + 'v1/completions';
+    } else if (
+      baseURL.includes('v1') &&
+      !baseURL.includes('/chat/completions') &&
+      this.isChatCompletion
+    ) {
+      baseURL = baseURL.split('v1')[0] + 'v1/chat/completions';
+    }
+
+    const BASE_URL = new URL(baseURL);
+    if (opts.defaultQuery) {
+      Object.entries(opts.defaultQuery).forEach(([key, value]) => {
+        BASE_URL.searchParams.append(key, value);
+      });
+      delete opts.defaultQuery;
+    }
+
+    const completionsURL = BASE_URL.toString();
+    opts.body = JSON.stringify(modelOptions);
+
+    if (modelOptions.stream) {
+      return new Promise(async (resolve, reject) => {
+        try {
+          let done = false;
+          await fetchEventSource(completionsURL, {
+            ...opts,
+            signal: abortController.signal,
+            async onopen(response) {
+              if (response.status === 200) {
+                return;
+              }
+              if (debug) {
+                console.debug(response);
+              }
+              let error;
+              try {
+                const body = await response.text();
+                error = new Error(`Failed to send message. HTTP ${response.status} - ${body}`);
+                error.status = response.status;
+                error.json = JSON.parse(body);
+              } catch {
+                error = error || new Error(`Failed to send message. HTTP ${response.status}`);
+              }
+              throw error;
+            },
+            onclose() {
+              if (debug) {
+                console.debug('Server closed the connection unexpectedly, returning...');
+              }
+              // workaround for private API not sending [DONE] event
+              if (!done) {
+                onProgress('[DONE]');
+                resolve();
+              }
+            },
+            onerror(err) {
+              if (debug) {
+                console.debug(err);
+              }
+              // rethrow to stop the operation
+              throw err;
+            },
+            onmessage(message) {
+              if (debug) {
+                console.debug(message);
+              }
+              if (!message.data || message.event === 'ping') {
+                return;
+              }
+              if (message.data === '[DONE]') {
+                onProgress('[DONE]');
+                resolve();
+                done = true;
+                return;
+              }
+              onProgress(JSON.parse(message.data));
+            },
+          });
+        } catch (err) {
+          reject(err);
+        }
+      });
+    }
+    const response = await fetch(completionsURL, {
+      ...opts,
+      signal: abortController.signal,
+    });
+    if (response.status !== 200) {
+      const body = await response.text();
+      const error = new Error(`Failed to send message. HTTP ${response.status} - ${body}`);
+      error.status = response.status;
+      try {
+        error.json = JSON.parse(body);
+      } catch {
+        error.body = body;
+      }
+      throw error;
+    }
+    return response.json();
+  }
+
+  /** @type {cohereChatCompletion} */
+  async cohereChatCompletion({ payload, onTokenProgress }) {
+    const cohere = new CohereClient({
+      token: this.apiKey,
+      environment: this.completionsUrl,
+    });
+
+    if (!payload.stream) {
+      const chatResponse = await cohere.chat(payload);
+      return chatResponse.text;
+    }
+
+    const chatStream = await cohere.chatStream(payload);
+    let reply = '';
+    for await (const message of chatStream) {
+      if (!message) {
+        continue;
+      }
+
+      if (message.eventType === 'text-generation' && message.text) {
+        onTokenProgress(message.text);
+        reply += message.text;
+      }
+      /*
+      Cohere API Chinese Unicode character replacement hotfix.
+      Should be un-commented when the following issue is resolved:
+      https://github.com/cohere-ai/cohere-typescript/issues/151
+
+      else if (message.eventType === 'stream-end' && message.response) {
+        reply = message.response.text;
+      }
+      */
+    }
+
+    return reply;
+  }
+
+  async generateTitle(userMessage, botMessage) {
+    const instructionsPayload = {
+      role: 'system',
+      content: `Write an extremely concise subtitle for this conversation with no more than a few words. All words should be capitalized. Exclude punctuation.
+
+||>Message:
+${userMessage.message}
+||>Response:
+${botMessage.message}
+
+||>Title:`,
+    };
+
+    const titleGenClientOptions = JSON.parse(JSON.stringify(this.options));
+    titleGenClientOptions.modelOptions = {
+      model: 'gpt-3.5-turbo',
+      temperature: 0,
+      presence_penalty: 0,
+      frequency_penalty: 0,
+    };
+    const titleGenClient = new ChatGPTClient(this.apiKey, titleGenClientOptions);
+    const result = await titleGenClient.getCompletion([instructionsPayload], null);
+    // remove any non-alphanumeric characters, replace multiple spaces with 1, and then trim
+    return result.choices[0].message.content
+      .replace(/[^a-zA-Z0-9' ]/g, '')
+      .replace(/\s+/g, ' ')
+      .trim();
+  }
+
+  async sendMessage(message, opts = {}) {
+    if (opts.clientOptions && typeof opts.clientOptions === 'object') {
+      this.setOptions(opts.clientOptions);
+    }
+
+    const conversationId = opts.conversationId || crypto.randomUUID();
+    const parentMessageId = opts.parentMessageId || crypto.randomUUID();
+
+    let conversation =
+      typeof opts.conversation === 'object'
+        ? opts.conversation
+        : await this.conversationsCache.get(conversationId);
+
+    let isNewConversation = false;
+    if (!conversation) {
+      conversation = {
+        messages: [],
+        createdAt: Date.now(),
+      };
+      isNewConversation = true;
+    }
+
+    const shouldGenerateTitle = opts.shouldGenerateTitle && isNewConversation;
+
+    const userMessage = {
+      id: crypto.randomUUID(),
+      parentMessageId,
+      role: 'User',
+      message,
+    };
+    conversation.messages.push(userMessage);
+
+    // Doing it this way instead of having each message be a separate element in the array seems to be more reliable,
+    // especially when it comes to keeping the AI in character. It also seems to improve coherency and context retention.
+    const { prompt: payload, context } = await this.buildPrompt(
+      conversation.messages,
+      userMessage.id,
+      {
+        isChatGptModel: this.isChatGptModel,
+        promptPrefix: opts.promptPrefix,
+      },
+    );
+
+    if (this.options.keepNecessaryMessagesOnly) {
+      conversation.messages = context;
+    }
+
+    let reply = '';
+    let result = null;
+    if (typeof opts.onProgress === 'function') {
+      await this.getCompletion(
+        payload,
+        (progressMessage) => {
+          if (progressMessage === '[DONE]') {
+            return;
+          }
+          const token = this.isChatGptModel
+            ? progressMessage.choices[0].delta.content
+            : progressMessage.choices[0].text;
+          // first event's delta content is always undefined
+          if (!token) {
+            return;
+          }
+          if (this.options.debug) {
+            console.debug(token);
+          }
+          if (token === this.endToken) {
+            return;
+          }
+          opts.onProgress(token);
+          reply += token;
+        },
+        opts.abortController || new AbortController(),
+      );
+    } else {
+      result = await this.getCompletion(
+        payload,
+        null,
+        opts.abortController || new AbortController(),
+      );
+      if (this.options.debug) {
+        console.debug(JSON.stringify(result));
+      }
+      if (this.isChatGptModel) {
+        reply = result.choices[0].message.content;
+      } else {
+        reply = result.choices[0].text.replace(this.endToken, '');
+      }
+    }
+
+    // avoids some rendering issues when using the CLI app
+    if (this.options.debug) {
+      console.debug();
+    }
+
+    reply = reply.trim();
+
+    const replyMessage = {
+      id: crypto.randomUUID(),
+      parentMessageId: userMessage.id,
+      role: 'ChatGPT',
+      message: reply,
+    };
+    conversation.messages.push(replyMessage);
+
+    const returnData = {
+      response: replyMessage.message,
+      conversationId,
+      parentMessageId: replyMessage.parentMessageId,
+      messageId: replyMessage.id,
+      details: result || {},
+    };
+
+    if (shouldGenerateTitle) {
+      conversation.title = await this.generateTitle(userMessage, replyMessage);
+      returnData.title = conversation.title;
+    }
+
+    await this.conversationsCache.set(conversationId, conversation);
+
+    if (this.options.returnConversation) {
+      returnData.conversation = conversation;
+    }
+
+    return returnData;
+  }
+
+  async buildPrompt(messages, { isChatGptModel = false, promptPrefix = null }) {
+    promptPrefix = (promptPrefix || this.options.promptPrefix || '').trim();
+
+    // Handle attachments and create augmentedPrompt
+    if (this.options.attachments) {
+      const attachments = await this.options.attachments;
+      const lastMessage = messages[messages.length - 1];
+
+      if (this.message_file_map) {
+        this.message_file_map[lastMessage.messageId] = attachments;
+      } else {
+        this.message_file_map = {
+          [lastMessage.messageId]: attachments,
+        };
+      }
+
+      const files = await this.addImageURLs(lastMessage, attachments);
+      this.options.attachments = files;
+
+      this.contextHandlers = createContextHandlers(this.options.req, lastMessage.text);
+    }
+
+    if (this.message_file_map) {
+      this.contextHandlers = createContextHandlers(
+        this.options.req,
+        messages[messages.length - 1].text,
+      );
+    }
+
+    // Calculate image token cost and process embedded files
+    messages.forEach((message, i) => {
+      if (this.message_file_map && this.message_file_map[message.messageId]) {
+        const attachments = this.message_file_map[message.messageId];
+        for (const file of attachments) {
+          if (file.embedded) {
+            this.contextHandlers?.processFile(file);
+            continue;
+          }
+
+          messages[i].tokenCount =
+            (messages[i].tokenCount || 0) +
+            this.calculateImageTokenCost({
+              width: file.width,
+              height: file.height,
+              detail: this.options.imageDetail ?? ImageDetail.auto,
+            });
+        }
+      }
+    });
+
+    if (this.contextHandlers) {
+      this.augmentedPrompt = await this.contextHandlers.createContext();
+      promptPrefix = this.augmentedPrompt + promptPrefix;
+    }
+
+    if (promptPrefix) {
+      // If the prompt prefix doesn't end with the end token, add it.
+      if (!promptPrefix.endsWith(`${this.endToken}`)) {
+        promptPrefix = `${promptPrefix.trim()}${this.endToken}\n\n`;
+      }
+      promptPrefix = `${this.startToken}Instructions:\n${promptPrefix}`;
+    }
+    const promptSuffix = `${this.startToken}${this.chatGptLabel}:\n`; // Prompt ChatGPT to respond.
+
+    const instructionsPayload = {
+      role: 'system',
+      content: promptPrefix,
+    };
+
+    const messagePayload = {
+      role: 'system',
+      content: promptSuffix,
+    };
+
+    let currentTokenCount;
+    if (isChatGptModel) {
+      currentTokenCount =
+        this.getTokenCountForMessage(instructionsPayload) +
+        this.getTokenCountForMessage(messagePayload);
+    } else {
+      currentTokenCount = this.getTokenCount(`${promptPrefix}${promptSuffix}`);
+    }
+    let promptBody = '';
+    const maxTokenCount = this.maxPromptTokens;
+
+    const context = [];
+
+    // Iterate backwards through the messages, adding them to the prompt until we reach the max token count.
+    // Do this within a recursive async function so that it doesn't block the event loop for too long.
+    const buildPromptBody = async () => {
+      if (currentTokenCount < maxTokenCount && messages.length > 0) {
+        const message = messages.pop();
+        const roleLabel =
+          message?.isCreatedByUser || message?.role?.toLowerCase() === 'user'
+            ? this.userLabel
+            : this.chatGptLabel;
+        const messageString = `${this.startToken}${roleLabel}:\n${
+          message?.text ?? message?.message
+        }${this.endToken}\n`;
+        let newPromptBody;
+        if (promptBody || isChatGptModel) {
+          newPromptBody = `${messageString}${promptBody}`;
+        } else {
+          // Always insert prompt prefix before the last user message, if not gpt-3.5-turbo.
+          // This makes the AI obey the prompt instructions better, which is important for custom instructions.
+          // After a bunch of testing, it doesn't seem to cause the AI any confusion, even if you ask it things
+          // like "what's the last thing I wrote?".
+          newPromptBody = `${promptPrefix}${messageString}${promptBody}`;
+        }
+
+        context.unshift(message);
+
+        const tokenCountForMessage = this.getTokenCount(messageString);
+        const newTokenCount = currentTokenCount + tokenCountForMessage;
+        if (newTokenCount > maxTokenCount) {
+          if (promptBody) {
+            // This message would put us over the token limit, so don't add it.
+            return false;
+          }
+          // This is the first message, so we can't add it. Just throw an error.
+          throw new Error(
+            `Prompt is too long. Max token count is ${maxTokenCount}, but prompt is ${newTokenCount} tokens long.`,
+          );
+        }
+        promptBody = newPromptBody;
+        currentTokenCount = newTokenCount;
+        // wait for next tick to avoid blocking the event loop
+        await new Promise((resolve) => setImmediate(resolve));
+        return buildPromptBody();
+      }
+      return true;
+    };
+
+    await buildPromptBody();
+
+    const prompt = `${promptBody}${promptSuffix}`;
+    if (isChatGptModel) {
+      messagePayload.content = prompt;
+      // Add 3 tokens for Assistant Label priming after all messages have been counted.
+      currentTokenCount += 3;
+    }
+
+    // Use up to `this.maxContextTokens` tokens (prompt + response), but try to leave `this.maxTokens` tokens for the response.
+    this.modelOptions.max_tokens = Math.min(
+      this.maxContextTokens - currentTokenCount,
+      this.maxResponseTokens,
+    );
+
+    if (isChatGptModel) {
+      return { prompt: [instructionsPayload, messagePayload], context };
+    }
+    return { prompt, context, promptTokens: currentTokenCount };
+  }
+
+  getTokenCount(text) {
+    return this.gptEncoder.encode(text, 'all').length;
+  }
+
+  /**
+   * Algorithm adapted from "6. Counting tokens for chat API calls" of
+   * https://github.com/openai/openai-cookbook/blob/main/examples/How_to_count_tokens_with_tiktoken.ipynb
+   *
+   * An additional 3 tokens need to be added for assistant label priming after all messages have been counted.
+   *
+   * @param {Object} message
+   */
+  getTokenCountForMessage(message) {
+    // Note: gpt-3.5-turbo and gpt-4 may update over time. Use default for these as well as for unknown models
+    let tokensPerMessage = 3;
+    let tokensPerName = 1;
+
+    if (this.modelOptions.model === 'gpt-3.5-turbo-0301') {
+      tokensPerMessage = 4;
+      tokensPerName = -1;
+    }
+
+    let numTokens = tokensPerMessage;
+    for (let [key, value] of Object.entries(message)) {
+      numTokens += this.getTokenCount(value);
+      if (key === 'name') {
+        numTokens += tokensPerName;
+      }
+    }
+
+    return numTokens;
+  }
+}
+
+module.exports = ChatGPTClient;

api/app/clients/GoogleClient.js

@@ -1,7 +1,7 @@
 const { google } = require('googleapis');
+const { Tokenizer } = require('@librechat/api');
 const { concat } = require('@langchain/core/utils/stream');
 const { ChatVertexAI } = require('@langchain/google-vertexai');
-const { Tokenizer, getSafetySettings } = require('@librechat/api');
 const { ChatGoogleGenerativeAI } = require('@langchain/google-genai');
 const { GoogleGenerativeAI: GenAI } = require('@google/generative-ai');
 const { HumanMessage, SystemMessage } = require('@langchain/core/messages');
@@ -12,13 +12,13 @@ const {
   endpointSettings,
   parseTextParts,
   EModelEndpoint,
-  googleSettings,
   ContentTypes,
   VisionModes,
   ErrorTypes,
   Constants,
   AuthKeys,
 } = require('librechat-data-provider');
+const { getSafetySettings } = require('~/server/services/Endpoints/google/llm');
 const { encodeAndFormat } = require('~/server/services/Files/images');
 const { spendTokens } = require('~/models/spendTokens');
 const { getModelMaxTokens } = require('~/utils');
@@ -166,16 +166,6 @@ class GoogleClient extends BaseClient {
       );
     }
 
-    // Add thinking configuration
-    this.modelOptions.thinkingConfig = {
-      thinkingBudget:
-        (this.modelOptions.thinking ?? googleSettings.thinking.default)
-          ? this.modelOptions.thinkingBudget
-          : 0,
-    };
-    delete this.modelOptions.thinking;
-    delete this.modelOptions.thinkingBudget;
-
     this.sender =
       this.options.sender ??
       getResponseSender({
@@ -268,7 +258,7 @@ class GoogleClient extends BaseClient {
     const formattedMessages = [];
     const attachments = await this.options.attachments;
     const latestMessage = { ...messages[messages.length - 1] };
-    const files = await this.processAttachments(latestMessage, attachments, VisionModes.generative);
+    const files = await this.addImageURLs(latestMessage, attachments, VisionModes.generative);
     this.options.attachments = files;
     messages[messages.length - 1] = latestMessage;
 
@@ -312,20 +302,6 @@ class GoogleClient extends BaseClient {
     return files;
   }
 
-  // eslint-disable-next-line no-unused-vars
-  async addDocuments(message, attachments) {
-    // GoogleClient doesn't support document processing yet
-    // Return empty results for consistency
-    return [];
-  }
-
-  async processAttachments(message, attachments, mode = '') {
-    // For GoogleClient, only process images
-    const imageFiles = await this.addImageURLs(message, attachments, mode);
-    const documentFiles = await this.addDocuments(message, attachments);
-    return [...imageFiles, ...documentFiles];
-  }
-
   /**
    * Builds the augmented prompt for attachments
    * TODO: Add File API Support
@@ -359,7 +335,7 @@ class GoogleClient extends BaseClient {
 
     const { prompt } = await this.buildMessagesPrompt(messages, parentMessageId);
 
-    const files = await this.processAttachments(latestMessage, attachments);
+    const files = await this.addImageURLs(latestMessage, attachments);
 
     this.options.attachments = files;
 

api/app/clients/OpenAIClient.js

@@ -5,7 +5,6 @@ const {
   isEnabled,
   Tokenizer,
   createFetch,
-  resolveHeaders,
   constructAzureURL,
   genAzureChatCompletion,
   createStreamEventHandlers,
@@ -16,6 +15,7 @@ const {
   ContentTypes,
   parseTextParts,
   EModelEndpoint,
+  resolveHeaders,
   KnownEndpoints,
   openAISettings,
   ImageDetailCost,
@@ -37,6 +37,7 @@ const { addSpaceIfNeeded, sleep } = require('~/server/utils');
 const { spendTokens } = require('~/models/spendTokens');
 const { handleOpenAIErrors } = require('./tools/util');
 const { createLLM, RunManager } = require('./llm');
+const ChatGPTClient = require('./ChatGPTClient');
 const { summaryBuffer } = require('./memory');
 const { runTitleChain } = require('./chains');
 const { tokenSplit } = require('./document');
@@ -46,6 +47,12 @@ const { logger } = require('~/config');
 class OpenAIClient extends BaseClient {
   constructor(apiKey, options = {}) {
     super(apiKey, options);
+    this.ChatGPTClient = new ChatGPTClient();
+    this.buildPrompt = this.ChatGPTClient.buildPrompt.bind(this);
+    /** @type {getCompletion} */
+    this.getCompletion = this.ChatGPTClient.getCompletion.bind(this);
+    /** @type {cohereChatCompletion} */
+    this.cohereChatCompletion = this.ChatGPTClient.cohereChatCompletion.bind(this);
     this.contextStrategy = options.contextStrategy
       ? options.contextStrategy.toLowerCase()
       : 'discard';
@@ -372,25 +379,23 @@ class OpenAIClient extends BaseClient {
     return files;
   }
 
-  async addDocuments(message, attachments) {
-    // OpenAI doesn't support native document processing yet
-    // Return empty results for consistency
-    return [];
-  }
-
-  async processAttachments(message, attachments) {
-    // For OpenAI, only process images
-    const imageFiles = await this.addImageURLs(message, attachments);
-    const documentFiles = await this.addDocuments(message, attachments);
-    return [...imageFiles, ...documentFiles];
-  }
-
-  async buildMessages(messages, parentMessageId, { promptPrefix = null }, opts) {
+  async buildMessages(
+    messages,
+    parentMessageId,
+    { isChatCompletion = false, promptPrefix = null },
+    opts,
+  ) {
     let orderedMessages = this.constructor.getMessagesForConversation({
       messages,
       parentMessageId,
       summary: this.shouldSummarize,
     });
+    if (!isChatCompletion) {
+      return await this.buildPrompt(orderedMessages, {
+        isChatGptModel: isChatCompletion,
+        promptPrefix,
+      });
+    }
 
     let payload;
     let instructions;
@@ -413,7 +418,7 @@ class OpenAIClient extends BaseClient {
         };
       }
 
-      const files = await this.processAttachments(
+      const files = await this.addImageURLs(
         orderedMessages[orderedMessages.length - 1],
         attachments,
       );
@@ -1235,9 +1240,7 @@ ${convo}
       }
 
       if (this.isOmni === true && modelOptions.max_tokens != null) {
-        const paramName =
-          modelOptions.useResponsesApi === true ? 'max_output_tokens' : 'max_completion_tokens';
-        modelOptions[paramName] = modelOptions.max_tokens;
+        modelOptions.max_completion_tokens = modelOptions.max_tokens;
         delete modelOptions.max_tokens;
       }
       if (this.isOmni === true && modelOptions.temperature != null) {

api/app/clients/PluginsClient.js

@@ -0,0 +1,542 @@
+const OpenAIClient = require('./OpenAIClient');
+const { CallbackManager } = require('@langchain/core/callbacks/manager');
+const { BufferMemory, ChatMessageHistory } = require('langchain/memory');
+const { addImages, buildErrorInput, buildPromptPrefix } = require('./output_parsers');
+const { initializeCustomAgent, initializeFunctionsAgent } = require('./agents');
+const { processFileURL } = require('~/server/services/Files/process');
+const { EModelEndpoint } = require('librechat-data-provider');
+const { checkBalance } = require('~/models/balanceMethods');
+const { formatLangChainMessages } = require('./prompts');
+const { extractBaseURL } = require('~/utils');
+const { loadTools } = require('./tools/util');
+const { logger } = require('~/config');
+
+class PluginsClient extends OpenAIClient {
+  constructor(apiKey, options = {}) {
+    super(apiKey, options);
+    this.sender = options.sender ?? 'Assistant';
+    this.tools = [];
+    this.actions = [];
+    this.setOptions(options);
+    this.openAIApiKey = this.apiKey;
+    this.executor = null;
+  }
+
+  setOptions(options) {
+    this.agentOptions = { ...options.agentOptions };
+    this.functionsAgent = this.agentOptions?.agent === 'functions';
+    this.agentIsGpt3 = this.agentOptions?.model?.includes('gpt-3');
+
+    super.setOptions(options);
+
+    this.isGpt3 = this.modelOptions?.model?.includes('gpt-3');
+
+    if (this.options.reverseProxyUrl) {
+      this.langchainProxy = extractBaseURL(this.options.reverseProxyUrl);
+    }
+  }
+
+  getSaveOptions() {
+    return {
+      artifacts: this.options.artifacts,
+      chatGptLabel: this.options.chatGptLabel,
+      modelLabel: this.options.modelLabel,
+      promptPrefix: this.options.promptPrefix,
+      tools: this.options.tools,
+      ...this.modelOptions,
+      agentOptions: this.agentOptions,
+      iconURL: this.options.iconURL,
+      greeting: this.options.greeting,
+      spec: this.options.spec,
+    };
+  }
+
+  saveLatestAction(action) {
+    this.actions.push(action);
+  }
+
+  getFunctionModelName(input) {
+    if (/-(?!0314)\d{4}/.test(input)) {
+      return input;
+    } else if (input.includes('gpt-3.5-turbo')) {
+      return 'gpt-3.5-turbo';
+    } else if (input.includes('gpt-4')) {
+      return 'gpt-4';
+    } else {
+      return 'gpt-3.5-turbo';
+    }
+  }
+
+  getBuildMessagesOptions(opts) {
+    return {
+      isChatCompletion: true,
+      promptPrefix: opts.promptPrefix,
+      abortController: opts.abortController,
+    };
+  }
+
+  async initialize({ user, message, onAgentAction, onChainEnd, signal }) {
+    const modelOptions = {
+      modelName: this.agentOptions.model,
+      temperature: this.agentOptions.temperature,
+    };
+
+    const model = this.initializeLLM({
+      ...modelOptions,
+      context: 'plugins',
+      initialMessageCount: this.currentMessages.length + 1,
+    });
+
+    logger.debug(
+      `[PluginsClient] Agent Model: ${model.modelName} | Temp: ${model.temperature} | Functions: ${this.functionsAgent}`,
+    );
+
+    // Map Messages to Langchain format
+    const pastMessages = formatLangChainMessages(this.currentMessages.slice(0, -1), {
+      userName: this.options?.name,
+    });
+    logger.debug('[PluginsClient] pastMessages: ' + pastMessages.length);
+
+    // TODO: use readOnly memory, TokenBufferMemory? (both unavailable in LangChainJS)
+    const memory = new BufferMemory({
+      llm: model,
+      chatHistory: new ChatMessageHistory(pastMessages),
+    });
+
+    const { loadedTools } = await loadTools({
+      user,
+      model,
+      tools: this.options.tools,
+      functions: this.functionsAgent,
+      options: {
+        memory,
+        signal: this.abortController.signal,
+        openAIApiKey: this.openAIApiKey,
+        conversationId: this.conversationId,
+        fileStrategy: this.options.req.app.locals.fileStrategy,
+        processFileURL,
+        message,
+      },
+      useSpecs: true,
+    });
+
+    if (loadedTools.length === 0) {
+      return;
+    }
+
+    this.tools = loadedTools;
+
+    logger.debug('[PluginsClient] Requested Tools', this.options.tools);
+    logger.debug(
+      '[PluginsClient] Loaded Tools',
+      this.tools.map((tool) => tool.name),
+    );
+
+    const handleAction = (action, runId, callback = null) => {
+      this.saveLatestAction(action);
+
+      logger.debug('[PluginsClient] Latest Agent Action ', this.actions[this.actions.length - 1]);
+
+      if (typeof callback === 'function') {
+        callback(action, runId);
+      }
+    };
+
+    // initialize agent
+    const initializer = this.functionsAgent ? initializeFunctionsAgent : initializeCustomAgent;
+
+    let customInstructions = (this.options.promptPrefix ?? '').trim();
+    if (typeof this.options.artifactsPrompt === 'string' && this.options.artifactsPrompt) {
+      customInstructions = `${customInstructions ?? ''}\n${this.options.artifactsPrompt}`.trim();
+    }
+
+    this.executor = await initializer({
+      model,
+      signal,
+      pastMessages,
+      tools: this.tools,
+      customInstructions,
+      verbose: this.options.debug,
+      returnIntermediateSteps: true,
+      customName: this.options.chatGptLabel,
+      currentDateString: this.currentDateString,
+      callbackManager: CallbackManager.fromHandlers({
+        async handleAgentAction(action, runId) {
+          handleAction(action, runId, onAgentAction);
+        },
+        async handleChainEnd(action) {
+          if (typeof onChainEnd === 'function') {
+            onChainEnd(action);
+          }
+        },
+      }),
+    });
+
+    logger.debug('[PluginsClient] Loaded agent.');
+  }
+
+  async executorCall(message, { signal, stream, onToolStart, onToolEnd }) {
+    let errorMessage = '';
+    const maxAttempts = 1;
+
+    for (let attempts = 1; attempts <= maxAttempts; attempts++) {
+      const errorInput = buildErrorInput({
+        message,
+        errorMessage,
+        actions: this.actions,
+        functionsAgent: this.functionsAgent,
+      });
+      const input = attempts > 1 ? errorInput : message;
+
+      logger.debug(`[PluginsClient] Attempt ${attempts} of ${maxAttempts}`);
+
+      if (errorMessage.length > 0) {
+        logger.debug('[PluginsClient] Caught error, input: ' + JSON.stringify(input));
+      }
+
+      try {
+        this.result = await this.executor.call({ input, signal }, [
+          {
+            async handleToolStart(...args) {
+              await onToolStart(...args);
+            },
+            async handleToolEnd(...args) {
+              await onToolEnd(...args);
+            },
+            async handleLLMEnd(output) {
+              const { generations } = output;
+              const { text } = generations[0][0];
+              if (text && typeof stream === 'function') {
+                await stream(text);
+              }
+            },
+          },
+        ]);
+        break; // Exit the loop if the function call is successful
+      } catch (err) {
+        logger.error('[PluginsClient] executorCall error:', err);
+        if (attempts === maxAttempts) {
+          const { run } = this.runManager.getRunByConversationId(this.conversationId);
+          const defaultOutput = `Encountered an error while attempting to respond: ${err.message}`;
+          this.result.output = run && run.error ? run.error : defaultOutput;
+          this.result.errorMessage = run && run.error ? run.error : err.message;
+          this.result.intermediateSteps = this.actions;
+          break;
+        }
+      }
+    }
+  }
+
+  /**
+   *
+   * @param {TMessage} responseMessage
+   * @param {Partial<TMessage>} saveOptions
+   * @param {string} user
+   * @returns
+   */
+  async handleResponseMessage(responseMessage, saveOptions, user) {
+    const { output, errorMessage, ...result } = this.result;
+    logger.debug('[PluginsClient][handleResponseMessage] Output:', {
+      output,
+      errorMessage,
+      ...result,
+    });
+    const { error } = responseMessage;
+    if (!error) {
+      responseMessage.tokenCount = this.getTokenCountForResponse(responseMessage);
+      responseMessage.completionTokens = this.getTokenCount(responseMessage.text);
+    }
+
+    // Record usage only when completion is skipped as it is already recorded in the agent phase.
+    if (!this.agentOptions.skipCompletion && !error) {
+      await this.recordTokenUsage(responseMessage);
+    }
+
+    const databasePromise = this.saveMessageToDatabase(responseMessage, saveOptions, user);
+    delete responseMessage.tokenCount;
+    return { ...responseMessage, ...result, databasePromise };
+  }
+
+  async sendMessage(message, opts = {}) {
+    /** @type {Promise<TMessage>} */
+    let userMessagePromise;
+    /** @type {{ filteredTools: string[], includedTools: string[] }} */
+    const { filteredTools = [], includedTools = [] } = this.options.req.app.locals;
+
+    if (includedTools.length > 0) {
+      const tools = this.options.tools.filter((plugin) => includedTools.includes(plugin));
+      this.options.tools = tools;
+    } else {
+      const tools = this.options.tools.filter((plugin) => !filteredTools.includes(plugin));
+      this.options.tools = tools;
+    }
+
+    // If a message is edited, no tools can be used.
+    const completionMode = this.options.tools.length === 0 || opts.isEdited;
+    if (completionMode) {
+      this.setOptions(opts);
+      return super.sendMessage(message, opts);
+    }
+
+    logger.debug('[PluginsClient] sendMessage', { userMessageText: message, opts });
+    const {
+      user,
+      conversationId,
+      responseMessageId,
+      saveOptions,
+      userMessage,
+      onAgentAction,
+      onChainEnd,
+      onToolStart,
+      onToolEnd,
+    } = await this.handleStartMethods(message, opts);
+
+    if (opts.progressCallback) {
+      opts.onProgress = opts.progressCallback.call(null, {
+        ...(opts.progressOptions ?? {}),
+        parentMessageId: userMessage.messageId,
+        messageId: responseMessageId,
+      });
+    }
+
+    this.currentMessages.push(userMessage);
+
+    let {
+      prompt: payload,
+      tokenCountMap,
+      promptTokens,
+    } = await this.buildMessages(
+      this.currentMessages,
+      userMessage.messageId,
+      this.getBuildMessagesOptions({
+        promptPrefix: null,
+        abortController: this.abortController,
+      }),
+    );
+
+    if (tokenCountMap) {
+      logger.debug('[PluginsClient] tokenCountMap', { tokenCountMap });
+      if (tokenCountMap[userMessage.messageId]) {
+        userMessage.tokenCount = tokenCountMap[userMessage.messageId];
+        logger.debug('[PluginsClient] userMessage.tokenCount', userMessage.tokenCount);
+      }
+      this.handleTokenCountMap(tokenCountMap);
+    }
+
+    this.result = {};
+    if (payload) {
+      this.currentMessages = payload;
+    }
+
+    if (!this.skipSaveUserMessage) {
+      userMessagePromise = this.saveMessageToDatabase(userMessage, saveOptions, user);
+      if (typeof opts?.getReqData === 'function') {
+        opts.getReqData({
+          userMessagePromise,
+        });
+      }
+    }
+
+    const balance = this.options.req?.app?.locals?.balance;
+    if (balance?.enabled) {
+      await checkBalance({
+        req: this.options.req,
+        res: this.options.res,
+        txData: {
+          user: this.user,
+          tokenType: 'prompt',
+          amount: promptTokens,
+          debug: this.options.debug,
+          model: this.modelOptions.model,
+          endpoint: EModelEndpoint.openAI,
+        },
+      });
+    }
+
+    const responseMessage = {
+      endpoint: EModelEndpoint.gptPlugins,
+      iconURL: this.options.iconURL,
+      messageId: responseMessageId,
+      conversationId,
+      parentMessageId: userMessage.messageId,
+      isCreatedByUser: false,
+      model: this.modelOptions.model,
+      sender: this.sender,
+      promptTokens,
+    };
+
+    await this.initialize({
+      user,
+      message,
+      onAgentAction,
+      onChainEnd,
+      signal: this.abortController.signal,
+      onProgress: opts.onProgress,
+    });
+
+    // const stream = async (text) => {
+    //   await this.generateTextStream.call(this, text, opts.onProgress, { delay: 1 });
+    // };
+    await this.executorCall(message, {
+      signal: this.abortController.signal,
+      // stream,
+      onToolStart,
+      onToolEnd,
+    });
+
+    // If message was aborted mid-generation
+    if (this.result?.errorMessage?.length > 0 && this.result?.errorMessage?.includes('cancel')) {
+      responseMessage.text = 'Cancelled.';
+      return await this.handleResponseMessage(responseMessage, saveOptions, user);
+    }
+
+    // If error occurred during generation (likely token_balance)
+    if (this.result?.errorMessage?.length > 0) {
+      responseMessage.error = true;
+      responseMessage.text = this.result.output;
+      return await this.handleResponseMessage(responseMessage, saveOptions, user);
+    }
+
+    if (this.agentOptions.skipCompletion && this.result.output && this.functionsAgent) {
+      const partialText = opts.getPartialText();
+      const trimmedPartial = opts.getPartialText().replaceAll(':::plugin:::\n', '');
+      responseMessage.text =
+        trimmedPartial.length === 0 ? `${partialText}${this.result.output}` : partialText;
+      addImages(this.result.intermediateSteps, responseMessage);
+      await this.generateTextStream(this.result.output, opts.onProgress, { delay: 5 });
+      return await this.handleResponseMessage(responseMessage, saveOptions, user);
+    }
+
+    if (this.agentOptions.skipCompletion && this.result.output) {
+      responseMessage.text = this.result.output;
+      addImages(this.result.intermediateSteps, responseMessage);
+      await this.generateTextStream(this.result.output, opts.onProgress, { delay: 5 });
+      return await this.handleResponseMessage(responseMessage, saveOptions, user);
+    }
+
+    logger.debug('[PluginsClient] Completion phase: this.result', this.result);
+
+    const promptPrefix = buildPromptPrefix({
+      result: this.result,
+      message,
+      functionsAgent: this.functionsAgent,
+    });
+
+    logger.debug('[PluginsClient]', { promptPrefix });
+
+    payload = await this.buildCompletionPrompt({
+      messages: this.currentMessages,
+      promptPrefix,
+    });
+
+    logger.debug('[PluginsClient] buildCompletionPrompt Payload', payload);
+    responseMessage.text = await this.sendCompletion(payload, opts);
+    return await this.handleResponseMessage(responseMessage, saveOptions, user);
+  }
+
+  async buildCompletionPrompt({ messages, promptPrefix: _promptPrefix }) {
+    logger.debug('[PluginsClient] buildCompletionPrompt messages', messages);
+
+    const orderedMessages = messages;
+    let promptPrefix = _promptPrefix.trim();
+    // If the prompt prefix doesn't end with the end token, add it.
+    if (!promptPrefix.endsWith(`${this.endToken}`)) {
+      promptPrefix = `${promptPrefix.trim()}${this.endToken}\n\n`;
+    }
+    promptPrefix = `${this.startToken}Instructions:\n${promptPrefix}`;
+    const promptSuffix = `${this.startToken}${this.chatGptLabel ?? 'Assistant'}:\n`;
+
+    const instructionsPayload = {
+      role: 'system',
+      content: promptPrefix,
+    };
+
+    const messagePayload = {
+      role: 'system',
+      content: promptSuffix,
+    };
+
+    if (this.isGpt3) {
+      instructionsPayload.role = 'user';
+      messagePayload.role = 'user';
+      instructionsPayload.content += `\n${promptSuffix}`;
+    }
+
+    // testing if this works with browser endpoint
+    if (!this.isGpt3 && this.options.reverseProxyUrl) {
+      instructionsPayload.role = 'user';
+    }
+
+    let currentTokenCount =
+      this.getTokenCountForMessage(instructionsPayload) +
+      this.getTokenCountForMessage(messagePayload);
+
+    let promptBody = '';
+    const maxTokenCount = this.maxPromptTokens;
+    // Iterate backwards through the messages, adding them to the prompt until we reach the max token count.
+    // Do this within a recursive async function so that it doesn't block the event loop for too long.
+    const buildPromptBody = async () => {
+      if (currentTokenCount < maxTokenCount && orderedMessages.length > 0) {
+        const message = orderedMessages.pop();
+        const isCreatedByUser = message.isCreatedByUser || message.role?.toLowerCase() === 'user';
+        const roleLabel = isCreatedByUser ? this.userLabel : this.chatGptLabel;
+        let messageString = `${this.startToken}${roleLabel}:\n${
+          message.text ?? message.content ?? ''
+        }${this.endToken}\n`;
+        let newPromptBody = `${messageString}${promptBody}`;
+
+        const tokenCountForMessage = this.getTokenCount(messageString);
+        const newTokenCount = currentTokenCount + tokenCountForMessage;
+        if (newTokenCount > maxTokenCount) {
+          if (promptBody) {
+            // This message would put us over the token limit, so don't add it.
+            return false;
+          }
+          // This is the first message, so we can't add it. Just throw an error.
+          throw new Error(
+            `Prompt is too long. Max token count is ${maxTokenCount}, but prompt is ${newTokenCount} tokens long.`,
+          );
+        }
+        promptBody = newPromptBody;
+        currentTokenCount = newTokenCount;
+        // wait for next tick to avoid blocking the event loop
+        await new Promise((resolve) => setTimeout(resolve, 0));
+        return buildPromptBody();
+      }
+      return true;
+    };
+
+    await buildPromptBody();
+    const prompt = promptBody;
+    messagePayload.content = prompt;
+    // Add 2 tokens for metadata after all messages have been counted.
+    currentTokenCount += 2;
+
+    if (this.isGpt3 && messagePayload.content.length > 0) {
+      const context = 'Chat History:\n';
+      messagePayload.content = `${context}${prompt}`;
+      currentTokenCount += this.getTokenCount(context);
+    }
+
+    // Use up to `this.maxContextTokens` tokens (prompt + response), but try to leave `this.maxTokens` tokens for the response.
+    this.modelOptions.max_tokens = Math.min(
+      this.maxContextTokens - currentTokenCount,
+      this.maxResponseTokens,
+    );
+
+    if (this.isGpt3) {
+      messagePayload.content += promptSuffix;
+      return [instructionsPayload, messagePayload];
+    }
+
+    const result = [messagePayload, instructionsPayload];
+
+    if (this.functionsAgent && !this.isGpt3) {
+      result[1].content = `${result[1].content}\n${this.startToken}${this.chatGptLabel}:\nSure thing! Here is the output you requested:\n`;
+    }
+
+    return result.filter((message) => message.content.length > 0);
+  }
+}
+
+module.exports = PluginsClient;

api/app/clients/index.js

@@ -1,11 +1,15 @@
+const ChatGPTClient = require('./ChatGPTClient');
 const OpenAIClient = require('./OpenAIClient');
+const PluginsClient = require('./PluginsClient');
 const GoogleClient = require('./GoogleClient');
 const TextStream = require('./TextStream');
 const AnthropicClient = require('./AnthropicClient');
 const toolUtils = require('./tools/util');
 
 module.exports = {
+  ChatGPTClient,
   OpenAIClient,
+  PluginsClient,
   GoogleClient,
   TextStream,
   AnthropicClient,

api/app/clients/prompts/createContextHandlers.js

@@ -1,7 +1,6 @@
 const axios = require('axios');
-const { isEnabled } = require('@librechat/api');
-const { logger } = require('@librechat/data-schemas');
-const { generateShortLivedToken } = require('~/server/services/AuthService');
+const { isEnabled } = require('~/server/utils');
+const { logger } = require('~/config');
 
 const footer = `Use the context as your learned knowledge to better answer the user.
 
@@ -19,7 +18,7 @@ function createContextHandlers(req, userMessageContent) {
   const queryPromises = [];
   const processedFiles = [];
   const processedIds = new Set();
-  const jwtToken = generateShortLivedToken(req.user.id);
+  const jwtToken = req.headers.authorization.split(' ')[1];
   const useFullContext = isEnabled(process.env.RAG_USE_FULL_CONTEXT);
 
   const query = async (file) => {
@@ -97,35 +96,35 @@ function createContextHandlers(req, userMessageContent) {
         resolvedQueries.length === 0
           ? '\n\tThe semantic search did not return any results.'
           : resolvedQueries
-              .map((queryResult, index) => {
-                const file = processedFiles[index];
-                let contextItems = queryResult.data;
+            .map((queryResult, index) => {
+              const file = processedFiles[index];
+              let contextItems = queryResult.data;
 
-                const generateContext = (currentContext) =>
-                  `
+              const generateContext = (currentContext) =>
+                `
           <file>
             <filename>${file.filename}</filename>
             <context>${currentContext}
             </context>
           </file>`;
 
-                if (useFullContext) {
-                  return generateContext(`\n${contextItems}`);
-                }
+              if (useFullContext) {
+                return generateContext(`\n${contextItems}`);
+              }
 
-                contextItems = queryResult.data
-                  .map((item) => {
-                    const pageContent = item[0].page_content;
-                    return `
+              contextItems = queryResult.data
+                .map((item) => {
+                  const pageContent = item[0].page_content;
+                  return `
             <contextItem>
               <![CDATA[${pageContent?.trim()}]]>
             </contextItem>`;
-                  })
-                  .join('');
+                })
+                .join('');
 
-                return generateContext(contextItems);
-              })
-              .join('');
+              return generateContext(contextItems);
+            })
+            .join('');
 
       if (useFullContext) {
         const prompt = `${header}

api/app/clients/prompts/formatMessages.js

@@ -3,61 +3,24 @@ const { EModelEndpoint, ContentTypes } = require('librechat-data-provider');
 const { HumanMessage, AIMessage, SystemMessage } = require('@langchain/core/messages');
 
 /**
- * Formats a message with document attachments for specific endpoints.
+ * Formats a message to OpenAI Vision API payload format.
  *
  * @param {Object} params - The parameters for formatting.
  * @param {Object} params.message - The message object to format.
- * @param {Array<Object>} [params.documents] - The document attachments for the message.
+ * @param {string} [params.message.role] - The role of the message sender (must be 'user').
+ * @param {string} [params.message.content] - The text content of the message.
  * @param {EModelEndpoint} [params.endpoint] - Identifier for specific endpoint handling
- * @returns {(Object)} - The formatted message.
- */
-const formatDocumentMessage = ({ message, documents, endpoint }) => {
-  const contentParts = [];
-
-  // Add documents first (for Anthropic PDFs)
-  if (documents && documents.length > 0) {
-    contentParts.push(...documents);
-  }
-
-  // Add text content
-  contentParts.push({ type: ContentTypes.TEXT, text: message.content });
-
-  if (endpoint === EModelEndpoint.anthropic) {
-    message.content = contentParts;
-    return message;
-  }
-
-  // For other endpoints, might need different handling
-  message.content = contentParts;
-  return message;
-};
-
-/**
- * Formats a message with vision capabilities (image_urls) for specific endpoints.
- *
- * @param {Object} params - The parameters for formatting.
- * @param {Object} params.message - The message object to format.
  * @param {Array<string>} [params.image_urls] - The image_urls to attach to the message.
- * @param {EModelEndpoint} [params.endpoint] - Identifier for specific endpoint handling
  * @returns {(Object)} - The formatted message.
  */
 const formatVisionMessage = ({ message, image_urls, endpoint }) => {
-  const contentParts = [];
-
-  // Add images
-  if (image_urls && image_urls.length > 0) {
-    contentParts.push(...image_urls);
-  }
-
-  // Add text content
-  contentParts.push({ type: ContentTypes.TEXT, text: message.content });
-
   if (endpoint === EModelEndpoint.anthropic) {
-    message.content = contentParts;
+    message.content = [...image_urls, { type: ContentTypes.TEXT, text: message.content }];
     return message;
   }
 
   message.content = [{ type: ContentTypes.TEXT, text: message.content }, ...image_urls];
+
   return message;
 };
 
@@ -95,18 +58,7 @@ const formatMessage = ({ message, userName, assistantName, endpoint, langChain =
     content,
   };
 
-  const { image_urls, documents } = message;
-
-  // Handle documents
-  if (Array.isArray(documents) && documents.length > 0 && role === 'user') {
-    return formatDocumentMessage({
-      message: formattedMessage,
-      documents: message.documents,
-      endpoint,
-    });
-  }
-
-  // Handle images
+  const { image_urls } = message;
   if (Array.isArray(image_urls) && image_urls.length > 0 && role === 'user') {
     return formatVisionMessage({
       message: formattedMessage,
@@ -194,21 +146,7 @@ const formatAgentMessages = (payload) => {
       message.content = [{ type: ContentTypes.TEXT, [ContentTypes.TEXT]: message.content }];
     }
     if (message.role !== 'assistant') {
-      // Check if message has documents and preserve array structure
-      const hasDocuments =
-        Array.isArray(message.content) &&
-        message.content.some((part) => part && part.type === 'document');
-
-      if (hasDocuments && message.role === 'user') {
-        // For user messages with documents, create HumanMessage directly with array content
-        messages.push(new HumanMessage({ content: message.content }));
-      } else if (hasDocuments && message.role === 'system') {
-        // For system messages with documents, create SystemMessage directly with array content
-        messages.push(new SystemMessage({ content: message.content }));
-      } else {
-        // Use regular formatting for messages without documents
-        messages.push(formatMessage({ message, langChain: true }));
-      }
+      messages.push(formatMessage({ message, langChain: true }));
       continue;
     }
 
@@ -299,11 +237,41 @@ const formatAgentMessages = (payload) => {
   return messages;
 };
 
+/**
+ * Formats an array of messages for LangChain, making sure all content fields are strings
+ * @param {Array<(HumanMessage|AIMessage|SystemMessage|ToolMessage)>} payload - The array of messages to format.
+ * @returns {Array<(HumanMessage|AIMessage|SystemMessage|ToolMessage)>} - The array of formatted LangChain messages, including ToolMessages for tool calls.
+ */
+const formatContentStrings = (payload) => {
+  const messages = [];
+
+  for (const message of payload) {
+    if (typeof message.content === 'string') {
+      continue;
+    }
+
+    if (!Array.isArray(message.content)) {
+      continue;
+    }
+
+    // Reduce text types to a single string, ignore all other types
+    const content = message.content.reduce((acc, curr) => {
+      if (curr.type === ContentTypes.TEXT) {
+        return `${acc}${curr[ContentTypes.TEXT]}\n`;
+      }
+      return acc;
+    }, '');
+
+    message.content = content.trim();
+  }
+
+  return messages;
+};
+
 module.exports = {
   formatMessage,
-  formatDocumentMessage,
-  formatVisionMessage,
   formatFromLangChain,
   formatAgentMessages,
+  formatContentStrings,
   formatLangChainMessages,
 };

api/app/clients/specs/BaseClient.test.js

@@ -422,46 +422,6 @@ describe('BaseClient', () => {
       expect(response).toEqual(expectedResult);
     });
 
-    test('should replace responseMessageId with new UUID when isRegenerate is true and messageId ends with underscore', async () => {
-      const mockCrypto = require('crypto');
-      const newUUID = 'new-uuid-1234';
-      jest.spyOn(mockCrypto, 'randomUUID').mockReturnValue(newUUID);
-
-      const opts = {
-        isRegenerate: true,
-        responseMessageId: 'existing-message-id_',
-      };
-
-      await TestClient.setMessageOptions(opts);
-
-      expect(TestClient.responseMessageId).toBe(newUUID);
-      expect(TestClient.responseMessageId).not.toBe('existing-message-id_');
-
-      mockCrypto.randomUUID.mockRestore();
-    });
-
-    test('should not replace responseMessageId when isRegenerate is false', async () => {
-      const opts = {
-        isRegenerate: false,
-        responseMessageId: 'existing-message-id_',
-      };
-
-      await TestClient.setMessageOptions(opts);
-
-      expect(TestClient.responseMessageId).toBe('existing-message-id_');
-    });
-
-    test('should not replace responseMessageId when it does not end with underscore', async () => {
-      const opts = {
-        isRegenerate: true,
-        responseMessageId: 'existing-message-id',
-      };
-
-      await TestClient.setMessageOptions(opts);
-
-      expect(TestClient.responseMessageId).toBe('existing-message-id');
-    });
-
     test('sendMessage should work with provided conversationId and parentMessageId', async () => {
       const userMessage = 'Second message in the conversation';
       const opts = {

api/app/clients/specs/OpenAIClient.test.js

@@ -531,6 +531,44 @@ describe('OpenAIClient', () => {
     });
   });
 
+  describe('sendMessage/getCompletion/chatCompletion', () => {
+    afterEach(() => {
+      delete process.env.AZURE_OPENAI_DEFAULT_MODEL;
+      delete process.env.AZURE_USE_MODEL_AS_DEPLOYMENT_NAME;
+    });
+
+    it('should call getCompletion and fetchEventSource when using a text/instruct model', async () => {
+      const model = 'text-davinci-003';
+      const onProgress = jest.fn().mockImplementation(() => ({}));
+
+      const testClient = new OpenAIClient('test-api-key', {
+        ...defaultOptions,
+        modelOptions: { model },
+      });
+
+      const getCompletion = jest.spyOn(testClient, 'getCompletion');
+      await testClient.sendMessage('Hi mom!', { onProgress });
+
+      expect(getCompletion).toHaveBeenCalled();
+      expect(getCompletion.mock.calls.length).toBe(1);
+
+      expect(getCompletion.mock.calls[0][0]).toBe('||>User:\nHi mom!\n||>Assistant:\n');
+
+      expect(fetchEventSource).toHaveBeenCalled();
+      expect(fetchEventSource.mock.calls.length).toBe(1);
+
+      // Check if the first argument (url) is correct
+      const firstCallArgs = fetchEventSource.mock.calls[0];
+
+      const expectedURL = 'https://api.openai.com/v1/completions';
+      expect(firstCallArgs[0]).toBe(expectedURL);
+
+      const requestBody = JSON.parse(firstCallArgs[1].body);
+      expect(requestBody).toHaveProperty('model');
+      expect(requestBody.model).toBe(model);
+    });
+  });
+
   describe('checkVisionRequest functionality', () => {
     let client;
     const attachments = [{ type: 'image/png' }];

api/app/clients/specs/PluginsClient.test.js

@@ -0,0 +1,314 @@
+const crypto = require('crypto');
+const { Constants } = require('librechat-data-provider');
+const { HumanMessage, AIMessage } = require('@langchain/core/messages');
+const PluginsClient = require('../PluginsClient');
+
+jest.mock('~/db/connect');
+jest.mock('~/models/Conversation', () => {
+  return function () {
+    return {
+      save: jest.fn(),
+      deleteConvos: jest.fn(),
+    };
+  };
+});
+
+const defaultAzureOptions = {
+  azureOpenAIApiInstanceName: 'your-instance-name',
+  azureOpenAIApiDeploymentName: 'your-deployment-name',
+  azureOpenAIApiVersion: '2020-07-01-preview',
+};
+
+describe('PluginsClient', () => {
+  let TestAgent;
+  let options = {
+    tools: [],
+    modelOptions: {
+      model: 'gpt-3.5-turbo',
+      temperature: 0,
+      max_tokens: 2,
+    },
+    agentOptions: {
+      model: 'gpt-3.5-turbo',
+    },
+  };
+  let parentMessageId;
+  let conversationId;
+  const fakeMessages = [];
+  const userMessage = 'Hello, ChatGPT!';
+  const apiKey = 'fake-api-key';
+
+  beforeEach(() => {
+    TestAgent = new PluginsClient(apiKey, options);
+    TestAgent.loadHistory = jest
+      .fn()
+      .mockImplementation((conversationId, parentMessageId = null) => {
+        if (!conversationId) {
+          TestAgent.currentMessages = [];
+          return Promise.resolve([]);
+        }
+
+        const orderedMessages = TestAgent.constructor.getMessagesForConversation({
+          messages: fakeMessages,
+          parentMessageId,
+        });
+
+        const chatMessages = orderedMessages.map((msg) =>
+          msg?.isCreatedByUser || msg?.role?.toLowerCase() === 'user'
+            ? new HumanMessage(msg.text)
+            : new AIMessage(msg.text),
+        );
+
+        TestAgent.currentMessages = orderedMessages;
+        return Promise.resolve(chatMessages);
+      });
+    TestAgent.sendMessage = jest.fn().mockImplementation(async (message, opts = {}) => {
+      if (opts && typeof opts === 'object') {
+        TestAgent.setOptions(opts);
+      }
+      const conversationId = opts.conversationId || crypto.randomUUID();
+      const parentMessageId = opts.parentMessageId || Constants.NO_PARENT;
+      const userMessageId = opts.overrideParentMessageId || crypto.randomUUID();
+      this.pastMessages = await TestAgent.loadHistory(
+        conversationId,
+        TestAgent.options?.parentMessageId,
+      );
+
+      const userMessage = {
+        text: message,
+        sender: 'ChatGPT',
+        isCreatedByUser: true,
+        messageId: userMessageId,
+        parentMessageId,
+        conversationId,
+      };
+
+      const response = {
+        sender: 'ChatGPT',
+        text: 'Hello, User!',
+        isCreatedByUser: false,
+        messageId: crypto.randomUUID(),
+        parentMessageId: userMessage.messageId,
+        conversationId,
+      };
+
+      fakeMessages.push(userMessage);
+      fakeMessages.push(response);
+      return response;
+    });
+  });
+
+  test('initializes PluginsClient without crashing', () => {
+    expect(TestAgent).toBeInstanceOf(PluginsClient);
+  });
+
+  test('check setOptions function', () => {
+    expect(TestAgent.agentIsGpt3).toBe(true);
+  });
+
+  describe('sendMessage', () => {
+    test('sendMessage should return a response message', async () => {
+      const expectedResult = expect.objectContaining({
+        sender: 'ChatGPT',
+        text: expect.any(String),
+        isCreatedByUser: false,
+        messageId: expect.any(String),
+        parentMessageId: expect.any(String),
+        conversationId: expect.any(String),
+      });
+
+      const response = await TestAgent.sendMessage(userMessage);
+      parentMessageId = response.messageId;
+      conversationId = response.conversationId;
+      expect(response).toEqual(expectedResult);
+    });
+
+    test('sendMessage should work with provided conversationId and parentMessageId', async () => {
+      const userMessage = 'Second message in the conversation';
+      const opts = {
+        conversationId,
+        parentMessageId,
+      };
+
+      const expectedResult = expect.objectContaining({
+        sender: 'ChatGPT',
+        text: expect.any(String),
+        isCreatedByUser: false,
+        messageId: expect.any(String),
+        parentMessageId: expect.any(String),
+        conversationId: opts.conversationId,
+      });
+
+      const response = await TestAgent.sendMessage(userMessage, opts);
+      parentMessageId = response.messageId;
+      expect(response.conversationId).toEqual(conversationId);
+      expect(response).toEqual(expectedResult);
+    });
+
+    test('should return chat history', async () => {
+      const chatMessages = await TestAgent.loadHistory(conversationId, parentMessageId);
+      expect(TestAgent.currentMessages).toHaveLength(4);
+      expect(chatMessages[0].text).toEqual(userMessage);
+    });
+  });
+
+  describe('getFunctionModelName', () => {
+    let client;
+
+    beforeEach(() => {
+      client = new PluginsClient('dummy_api_key');
+    });
+
+    test('should return the input when it includes a dash followed by four digits', () => {
+      expect(client.getFunctionModelName('-1234')).toBe('-1234');
+      expect(client.getFunctionModelName('gpt-4-5678-preview')).toBe('gpt-4-5678-preview');
+    });
+
+    test('should return the input for all function-capable models (`0613` models and above)', () => {
+      expect(client.getFunctionModelName('gpt-4-0613')).toBe('gpt-4-0613');
+      expect(client.getFunctionModelName('gpt-4-32k-0613')).toBe('gpt-4-32k-0613');
+      expect(client.getFunctionModelName('gpt-3.5-turbo-0613')).toBe('gpt-3.5-turbo-0613');
+      expect(client.getFunctionModelName('gpt-3.5-turbo-16k-0613')).toBe('gpt-3.5-turbo-16k-0613');
+      expect(client.getFunctionModelName('gpt-3.5-turbo-1106')).toBe('gpt-3.5-turbo-1106');
+      expect(client.getFunctionModelName('gpt-4-1106-preview')).toBe('gpt-4-1106-preview');
+      expect(client.getFunctionModelName('gpt-4-1106')).toBe('gpt-4-1106');
+    });
+
+    test('should return the corresponding model if input is non-function capable (`0314` models)', () => {
+      expect(client.getFunctionModelName('gpt-4-0314')).toBe('gpt-4');
+      expect(client.getFunctionModelName('gpt-4-32k-0314')).toBe('gpt-4');
+      expect(client.getFunctionModelName('gpt-3.5-turbo-0314')).toBe('gpt-3.5-turbo');
+      expect(client.getFunctionModelName('gpt-3.5-turbo-16k-0314')).toBe('gpt-3.5-turbo');
+    });
+
+    test('should return "gpt-3.5-turbo" when the input includes "gpt-3.5-turbo"', () => {
+      expect(client.getFunctionModelName('test gpt-3.5-turbo model')).toBe('gpt-3.5-turbo');
+    });
+
+    test('should return "gpt-4" when the input includes "gpt-4"', () => {
+      expect(client.getFunctionModelName('testing gpt-4')).toBe('gpt-4');
+    });
+
+    test('should return "gpt-3.5-turbo" for input that does not meet any specific condition', () => {
+      expect(client.getFunctionModelName('random string')).toBe('gpt-3.5-turbo');
+      expect(client.getFunctionModelName('')).toBe('gpt-3.5-turbo');
+    });
+  });
+
+  describe('Azure OpenAI tests specific to Plugins', () => {
+    // TODO: add more tests for Azure OpenAI integration with Plugins
+    // let client;
+    // beforeEach(() => {
+    //   client = new PluginsClient('dummy_api_key');
+    // });
+
+    test('should not call getFunctionModelName when azure options are set', () => {
+      const spy = jest.spyOn(PluginsClient.prototype, 'getFunctionModelName');
+      const model = 'gpt-4-turbo';
+
+      // note, without the azure change in PR #1766, `getFunctionModelName` is called twice
+      const testClient = new PluginsClient('dummy_api_key', {
+        agentOptions: {
+          model,
+          agent: 'functions',
+        },
+        azure: defaultAzureOptions,
+      });
+
+      expect(spy).not.toHaveBeenCalled();
+      expect(testClient.agentOptions.model).toBe(model);
+
+      spy.mockRestore();
+    });
+  });
+
+  describe('sendMessage with filtered tools', () => {
+    let TestAgent;
+    const apiKey = 'fake-api-key';
+    const mockTools = [{ name: 'tool1' }, { name: 'tool2' }, { name: 'tool3' }, { name: 'tool4' }];
+
+    beforeEach(() => {
+      TestAgent = new PluginsClient(apiKey, {
+        tools: mockTools,
+        modelOptions: {
+          model: 'gpt-3.5-turbo',
+          temperature: 0,
+          max_tokens: 2,
+        },
+        agentOptions: {
+          model: 'gpt-3.5-turbo',
+        },
+      });
+
+      TestAgent.options.req = {
+        app: {
+          locals: {},
+        },
+      };
+
+      TestAgent.sendMessage = jest.fn().mockImplementation(async () => {
+        const { filteredTools = [], includedTools = [] } = TestAgent.options.req.app.locals;
+
+        if (includedTools.length > 0) {
+          const tools = TestAgent.options.tools.filter((plugin) =>
+            includedTools.includes(plugin.name),
+          );
+          TestAgent.options.tools = tools;
+        } else {
+          const tools = TestAgent.options.tools.filter(
+            (plugin) => !filteredTools.includes(plugin.name),
+          );
+          TestAgent.options.tools = tools;
+        }
+
+        return {
+          text: 'Mocked response',
+          tools: TestAgent.options.tools,
+        };
+      });
+    });
+
+    test('should filter out tools when filteredTools is provided', async () => {
+      TestAgent.options.req.app.locals.filteredTools = ['tool1', 'tool3'];
+      const response = await TestAgent.sendMessage('Test message');
+      expect(response.tools).toHaveLength(2);
+      expect(response.tools).toEqual(
+        expect.arrayContaining([
+          expect.objectContaining({ name: 'tool2' }),
+          expect.objectContaining({ name: 'tool4' }),
+        ]),
+      );
+    });
+
+    test('should only include specified tools when includedTools is provided', async () => {
+      TestAgent.options.req.app.locals.includedTools = ['tool2', 'tool4'];
+      const response = await TestAgent.sendMessage('Test message');
+      expect(response.tools).toHaveLength(2);
+      expect(response.tools).toEqual(
+        expect.arrayContaining([
+          expect.objectContaining({ name: 'tool2' }),
+          expect.objectContaining({ name: 'tool4' }),
+        ]),
+      );
+    });
+
+    test('should prioritize includedTools over filteredTools', async () => {
+      TestAgent.options.req.app.locals.filteredTools = ['tool1', 'tool3'];
+      TestAgent.options.req.app.locals.includedTools = ['tool1', 'tool2'];
+      const response = await TestAgent.sendMessage('Test message');
+      expect(response.tools).toHaveLength(2);
+      expect(response.tools).toEqual(
+        expect.arrayContaining([
+          expect.objectContaining({ name: 'tool1' }),
+          expect.objectContaining({ name: 'tool2' }),
+        ]),
+      );
+    });
+
+    test('should not modify tools when no filters are provided', async () => {
+      const response = await TestAgent.sendMessage('Test message');
+      expect(response.tools).toHaveLength(4);
+      expect(response.tools).toEqual(expect.arrayContaining(mockTools));
+    });
+  });
+});

api/app/clients/tools/structured/DALLE3.js

@@ -3,8 +3,8 @@ const path = require('path');
 const OpenAI = require('openai');
 const fetch = require('node-fetch');
 const { v4: uuidv4 } = require('uuid');
-const { ProxyAgent } = require('undici');
 const { Tool } = require('@langchain/core/tools');
+const { HttpsProxyAgent } = require('https-proxy-agent');
 const { FileContext, ContentTypes } = require('librechat-data-provider');
 const { getImageBasename } = require('~/server/services/Files/images');
 const extractBaseURL = require('~/utils/extractBaseURL');
@@ -46,10 +46,7 @@ class DALLE3 extends Tool {
     }
 
     if (process.env.PROXY) {
-      const proxyAgent = new ProxyAgent(process.env.PROXY);
-      config.fetchOptions = {
-        dispatcher: proxyAgent,
-      };
+      config.httpAgent = new HttpsProxyAgent(process.env.PROXY);
     }
 
     /** @type {OpenAI} */
@@ -166,8 +163,7 @@ Error Message: ${error.message}`);
     if (this.isAgent) {
       let fetchOptions = {};
       if (process.env.PROXY) {
-        const proxyAgent = new ProxyAgent(process.env.PROXY);
-        fetchOptions.dispatcher = proxyAgent;
+        fetchOptions.agent = new HttpsProxyAgent(process.env.PROXY);
       }
       const imageResponse = await fetch(theImageUrl, fetchOptions);
       const arrayBuffer = await imageResponse.arrayBuffer();

api/app/clients/tools/structured/OpenAIImageTools.js

@@ -3,10 +3,10 @@ const axios = require('axios');
 const { v4 } = require('uuid');
 const OpenAI = require('openai');
 const FormData = require('form-data');
-const { ProxyAgent } = require('undici');
 const { tool } = require('@langchain/core/tools');
 const { logAxiosError } = require('@librechat/api');
 const { logger } = require('@librechat/data-schemas');
+const { HttpsProxyAgent } = require('https-proxy-agent');
 const { ContentTypes, EImageOutputType } = require('librechat-data-provider');
 const { getStrategyFunctions } = require('~/server/services/Files/strategies');
 const { extractBaseURL } = require('~/utils');
@@ -107,12 +107,6 @@ const getImageEditPromptDescription = () => {
   return process.env.IMAGE_EDIT_OAI_PROMPT_DESCRIPTION || DEFAULT_IMAGE_EDIT_PROMPT_DESCRIPTION;
 };
 
-function createAbortHandler() {
-  return function () {
-    logger.debug('[ImageGenOAI] Image generation aborted');
-  };
-}
-
 /**
  * Creates OpenAI Image tools (generation and editing)
  * @param {Object} fields - Configuration fields
@@ -189,10 +183,7 @@ function createOpenAIImageTools(fields = {}) {
       }
       const clientConfig = { ...closureConfig };
       if (process.env.PROXY) {
-        const proxyAgent = new ProxyAgent(process.env.PROXY);
-        clientConfig.fetchOptions = {
-          dispatcher: proxyAgent,
-        };
+        clientConfig.httpAgent = new HttpsProxyAgent(process.env.PROXY);
       }
 
       /** @type {OpenAI} */
@@ -210,18 +201,10 @@ function createOpenAIImageTools(fields = {}) {
       }
 
       let resp;
-      /** @type {AbortSignal} */
-      let derivedSignal = null;
-      /** @type {() => void} */
-      let abortHandler = null;
-
       try {
-        if (runnableConfig?.signal) {
-          derivedSignal = AbortSignal.any([runnableConfig.signal]);
-          abortHandler = createAbortHandler();
-          derivedSignal.addEventListener('abort', abortHandler, { once: true });
-        }
-
+        const derivedSignal = runnableConfig?.signal
+          ? AbortSignal.any([runnableConfig.signal])
+          : undefined;
         resp = await openai.images.generate(
           {
             model: 'gpt-image-1',
@@ -245,10 +228,6 @@ function createOpenAIImageTools(fields = {}) {
         logAxiosError({ error, message });
         return returnValue(`Something went wrong when trying to generate the image. The OpenAI API may be unavailable:
 Error Message: ${error.message}`);
-      } finally {
-        if (abortHandler && derivedSignal) {
-          derivedSignal.removeEventListener('abort', abortHandler);
-        }
       }
 
       if (!resp) {
@@ -338,10 +317,7 @@ Error Message: ${error.message}`);
 
       const clientConfig = { ...closureConfig };
       if (process.env.PROXY) {
-        const proxyAgent = new ProxyAgent(process.env.PROXY);
-        clientConfig.fetchOptions = {
-          dispatcher: proxyAgent,
-        };
+        clientConfig.httpAgent = new HttpsProxyAgent(process.env.PROXY);
       }
 
       const formData = new FormData();
@@ -433,17 +409,10 @@ Error Message: ${error.message}`);
         headers['Authorization'] = `Bearer ${apiKey}`;
       }
 
-      /** @type {AbortSignal} */
-      let derivedSignal = null;
-      /** @type {() => void} */
-      let abortHandler = null;
-
       try {
-        if (runnableConfig?.signal) {
-          derivedSignal = AbortSignal.any([runnableConfig.signal]);
-          abortHandler = createAbortHandler();
-          derivedSignal.addEventListener('abort', abortHandler, { once: true });
-        }
+        const derivedSignal = runnableConfig?.signal
+          ? AbortSignal.any([runnableConfig.signal])
+          : undefined;
 
         /** @type {import('axios').AxiosRequestConfig} */
         const axiosConfig = {
@@ -453,19 +422,6 @@ Error Message: ${error.message}`);
           baseURL,
         };
 
-        if (process.env.PROXY) {
-          try {
-            const url = new URL(process.env.PROXY);
-            axiosConfig.proxy = {
-              host: url.hostname.replace(/^\[|\]$/g, ''),
-              port: url.port ? parseInt(url.port, 10) : undefined,
-              protocol: url.protocol.replace(':', ''),
-            };
-          } catch (error) {
-            logger.error('Error parsing proxy URL:', error);
-          }
-        }
-
         if (process.env.IMAGE_GEN_OAI_AZURE_API_VERSION && process.env.IMAGE_GEN_OAI_BASEURL) {
           axiosConfig.params = {
             'api-version': process.env.IMAGE_GEN_OAI_AZURE_API_VERSION,
@@ -511,10 +467,6 @@ Error Message: ${error.message}`);
         logAxiosError({ error, message });
         return returnValue(`Something went wrong when trying to edit the image. The OpenAI API may be unavailable:
 Error Message: ${error.message || 'Unknown error'}`);
-      } finally {
-        if (abortHandler && derivedSignal) {
-          derivedSignal.removeEventListener('abort', abortHandler);
-        }
       }
     },
     {

api/app/clients/tools/structured/specs/DALLE3-proxy.spec.js

@@ -1,94 +0,0 @@
-const DALLE3 = require('../DALLE3');
-const { ProxyAgent } = require('undici');
-
-const processFileURL = jest.fn();
-
-jest.mock('~/server/services/Files/images', () => ({
-  getImageBasename: jest.fn().mockImplementation((url) => {
-    const parts = url.split('/');
-    const lastPart = parts.pop();
-    const imageExtensionRegex = /\.(jpg|jpeg|png|gif|bmp|tiff|svg)$/i;
-    if (imageExtensionRegex.test(lastPart)) {
-      return lastPart;
-    }
-    return '';
-  }),
-}));
-
-jest.mock('fs', () => {
-  return {
-    existsSync: jest.fn(),
-    mkdirSync: jest.fn(),
-    promises: {
-      writeFile: jest.fn(),
-      readFile: jest.fn(),
-      unlink: jest.fn(),
-    },
-  };
-});
-
-jest.mock('path', () => {
-  return {
-    resolve: jest.fn(),
-    join: jest.fn(),
-    relative: jest.fn(),
-    extname: jest.fn().mockImplementation((filename) => {
-      return filename.slice(filename.lastIndexOf('.'));
-    }),
-  };
-});
-
-describe('DALLE3 Proxy Configuration', () => {
-  let originalEnv;
-
-  beforeAll(() => {
-    originalEnv = { ...process.env };
-  });
-
-  beforeEach(() => {
-    jest.resetModules();
-    process.env = { ...originalEnv };
-  });
-
-  afterEach(() => {
-    process.env = originalEnv;
-  });
-
-  it('should configure ProxyAgent in fetchOptions.dispatcher when PROXY env is set', () => {
-    // Set proxy environment variable
-    process.env.PROXY = 'http://proxy.example.com:8080';
-    process.env.DALLE_API_KEY = 'test-api-key';
-
-    // Create instance
-    const dalleWithProxy = new DALLE3({ processFileURL });
-
-    // Check that the openai client exists
-    expect(dalleWithProxy.openai).toBeDefined();
-
-    // Check that _options exists and has fetchOptions with a dispatcher
-    expect(dalleWithProxy.openai._options).toBeDefined();
-    expect(dalleWithProxy.openai._options.fetchOptions).toBeDefined();
-    expect(dalleWithProxy.openai._options.fetchOptions.dispatcher).toBeDefined();
-    expect(dalleWithProxy.openai._options.fetchOptions.dispatcher).toBeInstanceOf(ProxyAgent);
-  });
-
-  it('should not configure ProxyAgent when PROXY env is not set', () => {
-    // Ensure PROXY is not set
-    delete process.env.PROXY;
-    process.env.DALLE_API_KEY = 'test-api-key';
-
-    // Create instance
-    const dalleWithoutProxy = new DALLE3({ processFileURL });
-
-    // Check that the openai client exists
-    expect(dalleWithoutProxy.openai).toBeDefined();
-
-    // Check that _options exists but fetchOptions either doesn't exist or doesn't have a dispatcher
-    expect(dalleWithoutProxy.openai._options).toBeDefined();
-
-    // fetchOptions should either not exist or not have a dispatcher
-    if (dalleWithoutProxy.openai._options.fetchOptions) {
-      expect(dalleWithoutProxy.openai._options.fetchOptions.dispatcher).toBeUndefined();
-    }
-  });
-});

api/app/clients/tools/util/fileSearch.js

@@ -1,35 +1,26 @@
 const { z } = require('zod');
 const axios = require('axios');
 const { tool } = require('@langchain/core/tools');
-const { logger } = require('@librechat/data-schemas');
 const { Tools, EToolResources } = require('librechat-data-provider');
-const { generateShortLivedToken } = require('~/server/services/AuthService');
 const { getFiles } = require('~/models/File');
+const { logger } = require('~/config');
 
 /**
  *
  * @param {Object} options
  * @param {ServerRequest} options.req
  * @param {Agent['tool_resources']} options.tool_resources
- * @param {string} [options.agentId] - The agent ID for file access control
  * @returns {Promise<{
  *   files: Array<{ file_id: string; filename: string }>,
  *   toolContext: string
  * }>}
  */
 const primeFiles = async (options) => {
-  const { tool_resources, req, agentId } = options;
+  const { tool_resources } = options;
   const file_ids = tool_resources?.[EToolResources.file_search]?.file_ids ?? [];
   const agentResourceIds = new Set(file_ids);
   const resourceFiles = tool_resources?.[EToolResources.file_search]?.files ?? [];
-  const dbFiles = (
-    (await getFiles(
-      { file_id: { $in: file_ids } },
-      null,
-      { text: 0 },
-      { userId: req?.user?.id, agentId },
-    )) ?? []
-  ).concat(resourceFiles);
+  const dbFiles = ((await getFiles({ file_id: { $in: file_ids } })) ?? []).concat(resourceFiles);
 
   let toolContext = `- Note: Semantic search is available through the ${Tools.file_search} tool but no files are currently loaded. Request the user to upload documents to search through.`;
 
@@ -68,7 +59,7 @@ const createFileSearchTool = async ({ req, files, entity_id }) => {
       if (files.length === 0) {
         return 'No files to search. Instruct the user to add files for the search.';
       }
-      const jwtToken = generateShortLivedToken(req.user.id);
+      const jwtToken = req.headers.authorization.split(' ')[1];
       if (!jwtToken) {
         return 'There was an error authenticating the file search request.';
       }

api/app/clients/tools/util/handleTools.js

@@ -1,9 +1,14 @@
+const { mcpToolPattern } = require('@librechat/api');
 const { logger } = require('@librechat/data-schemas');
 const { SerpAPI } = require('@langchain/community/tools/serpapi');
 const { Calculator } = require('@langchain/community/tools/calculator');
-const { mcpToolPattern, loadWebSearchAuth } = require('@librechat/api');
 const { EnvVar, createCodeExecutionTool, createSearchTool } = require('@librechat/agents');
-const { Tools, EToolResources, replaceSpecialVars } = require('librechat-data-provider');
+const {
+  Tools,
+  EToolResources,
+  loadWebSearchAuth,
+  replaceSpecialVars,
+} = require('librechat-data-provider');
 const {
   availableTools,
   manifestToolMap,
@@ -230,7 +235,7 @@ const loadTools = async ({
 
   /** @type {Record<string, string>} */
   const toolContextMap = {};
-  const cachedTools = (await getCachedTools({ userId: user, includeGlobal: true })) ?? {};
+  const appTools = (await getCachedTools({ includeGlobal: true })) ?? {};
 
   for (const tool of tools) {
     if (tool === Tools.execute_code) {
@@ -240,13 +245,7 @@ const loadTools = async ({
           authFields: [EnvVar.CODE_API_KEY],
         });
         const codeApiKey = authValues[EnvVar.CODE_API_KEY];
-        const { files, toolContext } = await primeCodeFiles(
-          {
-            ...options,
-            agentId: agent?.id,
-          },
-          codeApiKey,
-        );
+        const { files, toolContext } = await primeCodeFiles(options, codeApiKey);
         if (toolContext) {
           toolContextMap[tool] = toolContext;
         }
@@ -261,10 +260,7 @@ const loadTools = async ({
       continue;
     } else if (tool === Tools.file_search) {
       requestedTools[tool] = async () => {
-        const { files, toolContext } = await primeSearchFiles({
-          ...options,
-          agentId: agent?.id,
-        });
+        const { files, toolContext } = await primeSearchFiles(options);
         if (toolContext) {
           toolContextMap[tool] = toolContext;
         }
@@ -298,7 +294,7 @@ Current Date & Time: ${replaceSpecialVars({ text: '{{iso_datetime}}' })}
         });
       };
       continue;
-    } else if (tool && cachedTools && mcpToolPattern.test(tool)) {
+    } else if (tool && appTools[tool] && mcpToolPattern.test(tool)) {
       requestedTools[tool] = async () =>
         createMCPTool({
           req: options.req,

api/cache/banViolation.js

@@ -1,8 +1,7 @@
 const { logger } = require('@librechat/data-schemas');
-const { isEnabled, math } = require('@librechat/api');
 const { ViolationTypes } = require('librechat-data-provider');
+const { isEnabled, math, removePorts } = require('~/server/utils');
 const { deleteAllUserSessions } = require('~/models');
-const { removePorts } = require('~/server/utils');
 const getLogStores = require('./getLogStores');
 
 const { BAN_VIOLATIONS, BAN_INTERVAL } = process.env ?? {};

api/cache/cacheConfig.js

@@ -1,62 +0,0 @@
-const fs = require('fs');
-const { math, isEnabled } = require('@librechat/api');
-const { CacheKeys } = require('librechat-data-provider');
-
-// To ensure that different deployments do not interfere with each other's cache, we use a prefix for the Redis keys.
-// This prefix is usually the deployment ID, which is often passed to the container or pod as an env var.
-// Set REDIS_KEY_PREFIX_VAR to the env var that contains the deployment ID.
-const REDIS_KEY_PREFIX_VAR = process.env.REDIS_KEY_PREFIX_VAR;
-const REDIS_KEY_PREFIX = process.env.REDIS_KEY_PREFIX;
-if (REDIS_KEY_PREFIX_VAR && REDIS_KEY_PREFIX) {
-  throw new Error('Only either REDIS_KEY_PREFIX_VAR or REDIS_KEY_PREFIX can be set.');
-}
-
-const USE_REDIS = isEnabled(process.env.USE_REDIS);
-if (USE_REDIS && !process.env.REDIS_URI) {
-  throw new Error('USE_REDIS is enabled but REDIS_URI is not set.');
-}
-
-// Comma-separated list of cache namespaces that should be forced to use in-memory storage
-// even when Redis is enabled. This allows selective performance optimization for specific caches.
-const FORCED_IN_MEMORY_CACHE_NAMESPACES = process.env.FORCED_IN_MEMORY_CACHE_NAMESPACES
-  ? process.env.FORCED_IN_MEMORY_CACHE_NAMESPACES.split(',').map((key) => key.trim())
-  : [];
-
-// Validate against CacheKeys enum
-if (FORCED_IN_MEMORY_CACHE_NAMESPACES.length > 0) {
-  const validKeys = Object.values(CacheKeys);
-  const invalidKeys = FORCED_IN_MEMORY_CACHE_NAMESPACES.filter((key) => !validKeys.includes(key));
-
-  if (invalidKeys.length > 0) {
-    throw new Error(
-      `Invalid cache keys in FORCED_IN_MEMORY_CACHE_NAMESPACES: ${invalidKeys.join(', ')}. Valid keys: ${validKeys.join(', ')}`,
-    );
-  }
-}
-
-const cacheConfig = {
-  FORCED_IN_MEMORY_CACHE_NAMESPACES,
-  USE_REDIS,
-  REDIS_URI: process.env.REDIS_URI,
-  REDIS_USERNAME: process.env.REDIS_USERNAME,
-  REDIS_PASSWORD: process.env.REDIS_PASSWORD,
-  REDIS_CA: process.env.REDIS_CA ? fs.readFileSync(process.env.REDIS_CA, 'utf8') : null,
-  REDIS_KEY_PREFIX: process.env[REDIS_KEY_PREFIX_VAR] || REDIS_KEY_PREFIX || '',
-  REDIS_MAX_LISTENERS: math(process.env.REDIS_MAX_LISTENERS, 40),
-  REDIS_PING_INTERVAL: math(process.env.REDIS_PING_INTERVAL, 0),
-  /** Max delay between reconnection attempts in ms */
-  REDIS_RETRY_MAX_DELAY: math(process.env.REDIS_RETRY_MAX_DELAY, 3000),
-  /** Max number of reconnection attempts (0 = infinite) */
-  REDIS_RETRY_MAX_ATTEMPTS: math(process.env.REDIS_RETRY_MAX_ATTEMPTS, 10),
-  /** Connection timeout in ms */
-  REDIS_CONNECT_TIMEOUT: math(process.env.REDIS_CONNECT_TIMEOUT, 10000),
-  /** Queue commands when disconnected */
-  REDIS_ENABLE_OFFLINE_QUEUE: isEnabled(process.env.REDIS_ENABLE_OFFLINE_QUEUE ?? 'true'),
-
-  CI: isEnabled(process.env.CI),
-  DEBUG_MEMORY_CACHE: isEnabled(process.env.DEBUG_MEMORY_CACHE),
-
-  BAN_DURATION: math(process.env.BAN_DURATION, 7200000), // 2 hours
-};
-
-module.exports = { cacheConfig };

api/cache/cacheConfig.spec.js

@@ -1,157 +0,0 @@
-const fs = require('fs');
-
-describe('cacheConfig', () => {
-  let originalEnv;
-  let originalReadFileSync;
-
-  beforeEach(() => {
-    originalEnv = { ...process.env };
-    originalReadFileSync = fs.readFileSync;
-
-    // Clear all related env vars first
-    delete process.env.REDIS_URI;
-    delete process.env.REDIS_CA;
-    delete process.env.REDIS_KEY_PREFIX_VAR;
-    delete process.env.REDIS_KEY_PREFIX;
-    delete process.env.USE_REDIS;
-    delete process.env.REDIS_PING_INTERVAL;
-    delete process.env.FORCED_IN_MEMORY_CACHE_NAMESPACES;
-
-    // Clear require cache
-    jest.resetModules();
-  });
-
-  afterEach(() => {
-    process.env = originalEnv;
-    fs.readFileSync = originalReadFileSync;
-    jest.resetModules();
-  });
-
-  describe('REDIS_KEY_PREFIX validation and resolution', () => {
-    test('should throw error when both REDIS_KEY_PREFIX_VAR and REDIS_KEY_PREFIX are set', () => {
-      process.env.REDIS_KEY_PREFIX_VAR = 'DEPLOYMENT_ID';
-      process.env.REDIS_KEY_PREFIX = 'manual-prefix';
-
-      expect(() => {
-        require('./cacheConfig');
-      }).toThrow('Only either REDIS_KEY_PREFIX_VAR or REDIS_KEY_PREFIX can be set.');
-    });
-
-    test('should resolve REDIS_KEY_PREFIX from variable reference', () => {
-      process.env.REDIS_KEY_PREFIX_VAR = 'DEPLOYMENT_ID';
-      process.env.DEPLOYMENT_ID = 'test-deployment-123';
-
-      const { cacheConfig } = require('./cacheConfig');
-      expect(cacheConfig.REDIS_KEY_PREFIX).toBe('test-deployment-123');
-    });
-
-    test('should use direct REDIS_KEY_PREFIX value', () => {
-      process.env.REDIS_KEY_PREFIX = 'direct-prefix';
-
-      const { cacheConfig } = require('./cacheConfig');
-      expect(cacheConfig.REDIS_KEY_PREFIX).toBe('direct-prefix');
-    });
-
-    test('should default to empty string when no prefix is configured', () => {
-      const { cacheConfig } = require('./cacheConfig');
-      expect(cacheConfig.REDIS_KEY_PREFIX).toBe('');
-    });
-
-    test('should handle empty variable reference', () => {
-      process.env.REDIS_KEY_PREFIX_VAR = 'EMPTY_VAR';
-      process.env.EMPTY_VAR = '';
-
-      const { cacheConfig } = require('./cacheConfig');
-      expect(cacheConfig.REDIS_KEY_PREFIX).toBe('');
-    });
-
-    test('should handle undefined variable reference', () => {
-      process.env.REDIS_KEY_PREFIX_VAR = 'UNDEFINED_VAR';
-
-      const { cacheConfig } = require('./cacheConfig');
-      expect(cacheConfig.REDIS_KEY_PREFIX).toBe('');
-    });
-  });
-
-  describe('USE_REDIS and REDIS_URI validation', () => {
-    test('should throw error when USE_REDIS is enabled but REDIS_URI is not set', () => {
-      process.env.USE_REDIS = 'true';
-
-      expect(() => {
-        require('./cacheConfig');
-      }).toThrow('USE_REDIS is enabled but REDIS_URI is not set.');
-    });
-
-    test('should not throw error when USE_REDIS is enabled and REDIS_URI is set', () => {
-      process.env.USE_REDIS = 'true';
-      process.env.REDIS_URI = 'redis://localhost:6379';
-
-      expect(() => {
-        require('./cacheConfig');
-      }).not.toThrow();
-    });
-
-    test('should handle empty REDIS_URI when USE_REDIS is enabled', () => {
-      process.env.USE_REDIS = 'true';
-      process.env.REDIS_URI = '';
-
-      expect(() => {
-        require('./cacheConfig');
-      }).toThrow('USE_REDIS is enabled but REDIS_URI is not set.');
-    });
-  });
-
-  describe('REDIS_CA file reading', () => {
-    test('should be null when REDIS_CA is not set', () => {
-      const { cacheConfig } = require('./cacheConfig');
-      expect(cacheConfig.REDIS_CA).toBeNull();
-    });
-  });
-
-  describe('REDIS_PING_INTERVAL configuration', () => {
-    test('should default to 0 when REDIS_PING_INTERVAL is not set', () => {
-      const { cacheConfig } = require('./cacheConfig');
-      expect(cacheConfig.REDIS_PING_INTERVAL).toBe(0);
-    });
-
-    test('should use provided REDIS_PING_INTERVAL value', () => {
-      process.env.REDIS_PING_INTERVAL = '300';
-
-      const { cacheConfig } = require('./cacheConfig');
-      expect(cacheConfig.REDIS_PING_INTERVAL).toBe(300);
-    });
-  });
-
-  describe('FORCED_IN_MEMORY_CACHE_NAMESPACES validation', () => {
-    test('should parse comma-separated cache keys correctly', () => {
-      process.env.FORCED_IN_MEMORY_CACHE_NAMESPACES = ' ROLES, STATIC_CONFIG ,MESSAGES ';
-
-      const { cacheConfig } = require('./cacheConfig');
-      expect(cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES).toEqual([
-        'ROLES',
-        'STATIC_CONFIG',
-        'MESSAGES',
-      ]);
-    });
-
-    test('should throw error for invalid cache keys', () => {
-      process.env.FORCED_IN_MEMORY_CACHE_NAMESPACES = 'INVALID_KEY,ROLES';
-
-      expect(() => {
-        require('./cacheConfig');
-      }).toThrow('Invalid cache keys in FORCED_IN_MEMORY_CACHE_NAMESPACES: INVALID_KEY');
-    });
-
-    test('should handle empty string gracefully', () => {
-      process.env.FORCED_IN_MEMORY_CACHE_NAMESPACES = '';
-
-      const { cacheConfig } = require('./cacheConfig');
-      expect(cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES).toEqual([]);
-    });
-
-    test('should handle undefined env var gracefully', () => {
-      const { cacheConfig } = require('./cacheConfig');
-      expect(cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES).toEqual([]);
-    });
-  });
-});

api/cache/cacheFactory.js

@@ -1,108 +0,0 @@
-const KeyvRedis = require('@keyv/redis').default;
-const { Keyv } = require('keyv');
-const { RedisStore } = require('rate-limit-redis');
-const { Time } = require('librechat-data-provider');
-const { logger } = require('@librechat/data-schemas');
-const { RedisStore: ConnectRedis } = require('connect-redis');
-const MemoryStore = require('memorystore')(require('express-session'));
-const { keyvRedisClient, ioredisClient, GLOBAL_PREFIX_SEPARATOR } = require('./redisClients');
-const { cacheConfig } = require('./cacheConfig');
-const { violationFile } = require('./keyvFiles');
-
-/**
- * Creates a cache instance using Redis or a fallback store. Suitable for general caching needs.
- * @param {string} namespace - The cache namespace.
- * @param {number} [ttl] - Time to live for cache entries.
- * @param {object} [fallbackStore] - Optional fallback store if Redis is not used.
- * @returns {Keyv} Cache instance.
- */
-const standardCache = (namespace, ttl = undefined, fallbackStore = undefined) => {
-  if (
-    cacheConfig.USE_REDIS &&
-    !cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES?.includes(namespace)
-  ) {
-    try {
-      const keyvRedis = new KeyvRedis(keyvRedisClient);
-      const cache = new Keyv(keyvRedis, { namespace, ttl });
-      keyvRedis.namespace = cacheConfig.REDIS_KEY_PREFIX;
-      keyvRedis.keyPrefixSeparator = GLOBAL_PREFIX_SEPARATOR;
-
-      cache.on('error', (err) => {
-        logger.error(`Cache error in namespace ${namespace}:`, err);
-      });
-
-      return cache;
-    } catch (err) {
-      logger.error(`Failed to create Redis cache for namespace ${namespace}:`, err);
-      throw err;
-    }
-  }
-  if (fallbackStore) return new Keyv({ store: fallbackStore, namespace, ttl });
-  return new Keyv({ namespace, ttl });
-};
-
-/**
- * Creates a cache instance for storing violation data.
- * Uses a file-based fallback store if Redis is not enabled.
- * @param {string} namespace - The cache namespace for violations.
- * @param {number} [ttl] - Time to live for cache entries.
- * @returns {Keyv} Cache instance for violations.
- */
-const violationCache = (namespace, ttl = undefined) => {
-  return standardCache(`violations:${namespace}`, ttl, violationFile);
-};
-
-/**
- * Creates a session cache instance using Redis or in-memory store.
- * @param {string} namespace - The session namespace.
- * @param {number} [ttl] - Time to live for session entries.
- * @returns {MemoryStore | ConnectRedis} Session store instance.
- */
-const sessionCache = (namespace, ttl = undefined) => {
-  namespace = namespace.endsWith(':') ? namespace : `${namespace}:`;
-  if (!cacheConfig.USE_REDIS) return new MemoryStore({ ttl, checkPeriod: Time.ONE_DAY });
-  const store = new ConnectRedis({ client: ioredisClient, ttl, prefix: namespace });
-  if (ioredisClient) {
-    ioredisClient.on('error', (err) => {
-      logger.error(`Session store Redis error for namespace ${namespace}:`, err);
-    });
-  }
-  return store;
-};
-
-/**
- * Creates a rate limiter cache using Redis.
- * @param {string} prefix - The key prefix for rate limiting.
- * @returns {RedisStore|undefined} RedisStore instance or undefined if Redis is not used.
- */
-const limiterCache = (prefix) => {
-  if (!prefix) throw new Error('prefix is required');
-  if (!cacheConfig.USE_REDIS) return undefined;
-  prefix = prefix.endsWith(':') ? prefix : `${prefix}:`;
-
-  try {
-    if (!ioredisClient) {
-      logger.warn(`Redis client not available for rate limiter with prefix ${prefix}`);
-      return undefined;
-    }
-
-    return new RedisStore({ sendCommand, prefix });
-  } catch (err) {
-    logger.error(`Failed to create Redis rate limiter for prefix ${prefix}:`, err);
-    return undefined;
-  }
-};
-
-const sendCommand = (...args) => {
-  if (!ioredisClient) {
-    logger.warn('Redis client not available for command execution');
-    return Promise.reject(new Error('Redis client not available'));
-  }
-
-  return ioredisClient.call(...args).catch((err) => {
-    logger.error('Redis command execution failed:', err);
-    throw err;
-  });
-};
-
-module.exports = { standardCache, sessionCache, violationCache, limiterCache };

api/cache/cacheFactory.spec.js

@@ -1,432 +0,0 @@
-const { Time } = require('librechat-data-provider');
-
-// Mock dependencies first
-const mockKeyvRedis = {
-  namespace: '',
-  keyPrefixSeparator: '',
-};
-
-const mockKeyv = jest.fn().mockReturnValue({
-  mock: 'keyv',
-  on: jest.fn(),
-});
-const mockConnectRedis = jest.fn().mockReturnValue({ mock: 'connectRedis' });
-const mockMemoryStore = jest.fn().mockReturnValue({ mock: 'memoryStore' });
-const mockRedisStore = jest.fn().mockReturnValue({ mock: 'redisStore' });
-
-const mockIoredisClient = {
-  call: jest.fn(),
-  on: jest.fn(),
-};
-
-const mockKeyvRedisClient = {};
-const mockViolationFile = {};
-
-// Mock modules before requiring the main module
-jest.mock('@keyv/redis', () => ({
-  default: jest.fn().mockImplementation(() => mockKeyvRedis),
-}));
-
-jest.mock('keyv', () => ({
-  Keyv: mockKeyv,
-}));
-
-jest.mock('./cacheConfig', () => ({
-  cacheConfig: {
-    USE_REDIS: false,
-    REDIS_KEY_PREFIX: 'test',
-    FORCED_IN_MEMORY_CACHE_NAMESPACES: [],
-  },
-}));
-
-jest.mock('./redisClients', () => ({
-  keyvRedisClient: mockKeyvRedisClient,
-  ioredisClient: mockIoredisClient,
-  GLOBAL_PREFIX_SEPARATOR: '::',
-}));
-
-jest.mock('./keyvFiles', () => ({
-  violationFile: mockViolationFile,
-}));
-
-jest.mock('connect-redis', () => ({ RedisStore: mockConnectRedis }));
-
-jest.mock('memorystore', () => jest.fn(() => mockMemoryStore));
-
-jest.mock('rate-limit-redis', () => ({
-  RedisStore: mockRedisStore,
-}));
-
-jest.mock('@librechat/data-schemas', () => ({
-  logger: {
-    error: jest.fn(),
-    warn: jest.fn(),
-    info: jest.fn(),
-  },
-}));
-
-// Import after mocking
-const { standardCache, sessionCache, violationCache, limiterCache } = require('./cacheFactory');
-const { cacheConfig } = require('./cacheConfig');
-
-describe('cacheFactory', () => {
-  beforeEach(() => {
-    jest.clearAllMocks();
-
-    // Reset cache config mock
-    cacheConfig.USE_REDIS = false;
-    cacheConfig.REDIS_KEY_PREFIX = 'test';
-    cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES = [];
-  });
-
-  describe('redisCache', () => {
-    it('should create Redis cache when USE_REDIS is true', () => {
-      cacheConfig.USE_REDIS = true;
-      const namespace = 'test-namespace';
-      const ttl = 3600;
-
-      standardCache(namespace, ttl);
-
-      expect(require('@keyv/redis').default).toHaveBeenCalledWith(mockKeyvRedisClient);
-      expect(mockKeyv).toHaveBeenCalledWith(mockKeyvRedis, { namespace, ttl });
-      expect(mockKeyvRedis.namespace).toBe(cacheConfig.REDIS_KEY_PREFIX);
-      expect(mockKeyvRedis.keyPrefixSeparator).toBe('::');
-    });
-
-    it('should create Redis cache with undefined ttl when not provided', () => {
-      cacheConfig.USE_REDIS = true;
-      const namespace = 'test-namespace';
-
-      standardCache(namespace);
-
-      expect(mockKeyv).toHaveBeenCalledWith(mockKeyvRedis, { namespace, ttl: undefined });
-    });
-
-    it('should use fallback store when USE_REDIS is false and fallbackStore is provided', () => {
-      cacheConfig.USE_REDIS = false;
-      const namespace = 'test-namespace';
-      const ttl = 3600;
-      const fallbackStore = { some: 'store' };
-
-      standardCache(namespace, ttl, fallbackStore);
-
-      expect(mockKeyv).toHaveBeenCalledWith({ store: fallbackStore, namespace, ttl });
-    });
-
-    it('should create default Keyv instance when USE_REDIS is false and no fallbackStore', () => {
-      cacheConfig.USE_REDIS = false;
-      const namespace = 'test-namespace';
-      const ttl = 3600;
-
-      standardCache(namespace, ttl);
-
-      expect(mockKeyv).toHaveBeenCalledWith({ namespace, ttl });
-    });
-
-    it('should handle namespace and ttl as undefined', () => {
-      cacheConfig.USE_REDIS = false;
-
-      standardCache();
-
-      expect(mockKeyv).toHaveBeenCalledWith({ namespace: undefined, ttl: undefined });
-    });
-
-    it('should use fallback when namespace is in FORCED_IN_MEMORY_CACHE_NAMESPACES', () => {
-      cacheConfig.USE_REDIS = true;
-      cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES = ['forced-memory'];
-      const namespace = 'forced-memory';
-      const ttl = 3600;
-
-      standardCache(namespace, ttl);
-
-      expect(require('@keyv/redis').default).not.toHaveBeenCalled();
-      expect(mockKeyv).toHaveBeenCalledWith({ namespace, ttl });
-    });
-
-    it('should use Redis when namespace is not in FORCED_IN_MEMORY_CACHE_NAMESPACES', () => {
-      cacheConfig.USE_REDIS = true;
-      cacheConfig.FORCED_IN_MEMORY_CACHE_NAMESPACES = ['other-namespace'];
-      const namespace = 'test-namespace';
-      const ttl = 3600;
-
-      standardCache(namespace, ttl);
-
-      expect(require('@keyv/redis').default).toHaveBeenCalledWith(mockKeyvRedisClient);
-      expect(mockKeyv).toHaveBeenCalledWith(mockKeyvRedis, { namespace, ttl });
-    });
-
-    it('should throw error when Redis cache creation fails', () => {
-      cacheConfig.USE_REDIS = true;
-      const namespace = 'test-namespace';
-      const ttl = 3600;
-      const testError = new Error('Redis connection failed');
-
-      const KeyvRedis = require('@keyv/redis').default;
-      KeyvRedis.mockImplementationOnce(() => {
-        throw testError;
-      });
-
-      expect(() => standardCache(namespace, ttl)).toThrow('Redis connection failed');
-
-      const { logger } = require('@librechat/data-schemas');
-      expect(logger.error).toHaveBeenCalledWith(
-        `Failed to create Redis cache for namespace ${namespace}:`,
-        testError,
-      );
-
-      expect(mockKeyv).not.toHaveBeenCalled();
-    });
-  });
-
-  describe('violationCache', () => {
-    it('should create violation cache with prefixed namespace', () => {
-      const namespace = 'test-violations';
-      const ttl = 7200;
-
-      // We can't easily mock the internal redisCache call since it's in the same module
-      // But we can test that the function executes without throwing
-      expect(() => violationCache(namespace, ttl)).not.toThrow();
-    });
-
-    it('should create violation cache with undefined ttl', () => {
-      const namespace = 'test-violations';
-
-      violationCache(namespace);
-
-      // The function should call redisCache with violations: prefixed namespace
-      // Since we can't easily mock the internal redisCache call, we test the behavior
-      expect(() => violationCache(namespace)).not.toThrow();
-    });
-
-    it('should handle undefined namespace', () => {
-      expect(() => violationCache(undefined)).not.toThrow();
-    });
-  });
-
-  describe('sessionCache', () => {
-    it('should return MemoryStore when USE_REDIS is false', () => {
-      cacheConfig.USE_REDIS = false;
-      const namespace = 'sessions';
-      const ttl = 86400;
-
-      const result = sessionCache(namespace, ttl);
-
-      expect(mockMemoryStore).toHaveBeenCalledWith({ ttl, checkPeriod: Time.ONE_DAY });
-      expect(result).toBe(mockMemoryStore());
-    });
-
-    it('should return ConnectRedis when USE_REDIS is true', () => {
-      cacheConfig.USE_REDIS = true;
-      const namespace = 'sessions';
-      const ttl = 86400;
-
-      const result = sessionCache(namespace, ttl);
-
-      expect(mockConnectRedis).toHaveBeenCalledWith({
-        client: mockIoredisClient,
-        ttl,
-        prefix: `${namespace}:`,
-      });
-      expect(result).toBe(mockConnectRedis());
-    });
-
-    it('should add colon to namespace if not present', () => {
-      cacheConfig.USE_REDIS = true;
-      const namespace = 'sessions';
-
-      sessionCache(namespace);
-
-      expect(mockConnectRedis).toHaveBeenCalledWith({
-        client: mockIoredisClient,
-        ttl: undefined,
-        prefix: 'sessions:',
-      });
-    });
-
-    it('should not add colon to namespace if already present', () => {
-      cacheConfig.USE_REDIS = true;
-      const namespace = 'sessions:';
-
-      sessionCache(namespace);
-
-      expect(mockConnectRedis).toHaveBeenCalledWith({
-        client: mockIoredisClient,
-        ttl: undefined,
-        prefix: 'sessions:',
-      });
-    });
-
-    it('should handle undefined ttl', () => {
-      cacheConfig.USE_REDIS = false;
-      const namespace = 'sessions';
-
-      sessionCache(namespace);
-
-      expect(mockMemoryStore).toHaveBeenCalledWith({
-        ttl: undefined,
-        checkPeriod: Time.ONE_DAY,
-      });
-    });
-
-    it('should throw error when ConnectRedis constructor fails', () => {
-      cacheConfig.USE_REDIS = true;
-      const namespace = 'sessions';
-      const ttl = 86400;
-
-      // Mock ConnectRedis to throw an error during construction
-      const redisError = new Error('Redis connection failed');
-      mockConnectRedis.mockImplementationOnce(() => {
-        throw redisError;
-      });
-
-      // The error should propagate up, not be caught
-      expect(() => sessionCache(namespace, ttl)).toThrow('Redis connection failed');
-
-      // Verify that MemoryStore was NOT used as fallback
-      expect(mockMemoryStore).not.toHaveBeenCalled();
-    });
-
-    it('should register error handler but let errors propagate to Express', () => {
-      cacheConfig.USE_REDIS = true;
-      const namespace = 'sessions';
-
-      // Create a mock session store with middleware methods
-      const mockSessionStore = {
-        get: jest.fn(),
-        set: jest.fn(),
-        destroy: jest.fn(),
-      };
-      mockConnectRedis.mockReturnValue(mockSessionStore);
-
-      const store = sessionCache(namespace);
-
-      // Verify error handler was registered
-      expect(mockIoredisClient.on).toHaveBeenCalledWith('error', expect.any(Function));
-
-      // Get the error handler
-      const errorHandler = mockIoredisClient.on.mock.calls.find((call) => call[0] === 'error')[1];
-
-      // Simulate an error from Redis during a session operation
-      const redisError = new Error('Socket closed unexpectedly');
-
-      // The error handler should log but not swallow the error
-      const { logger } = require('@librechat/data-schemas');
-      errorHandler(redisError);
-
-      expect(logger.error).toHaveBeenCalledWith(
-        `Session store Redis error for namespace ${namespace}::`,
-        redisError,
-      );
-
-      // Now simulate what happens when session middleware tries to use the store
-      const callback = jest.fn();
-      mockSessionStore.get.mockImplementation((sid, cb) => {
-        cb(new Error('Redis connection lost'));
-      });
-
-      // Call the store's get method (as Express session would)
-      store.get('test-session-id', callback);
-
-      // The error should be passed to the callback, not swallowed
-      expect(callback).toHaveBeenCalledWith(new Error('Redis connection lost'));
-    });
-
-    it('should handle null ioredisClient gracefully', () => {
-      cacheConfig.USE_REDIS = true;
-      const namespace = 'sessions';
-
-      // Temporarily set ioredisClient to null (simulating connection not established)
-      const originalClient = require('./redisClients').ioredisClient;
-      require('./redisClients').ioredisClient = null;
-
-      // ConnectRedis might accept null client but would fail on first use
-      // The important thing is it doesn't throw uncaught exceptions during construction
-      const store = sessionCache(namespace);
-      expect(store).toBeDefined();
-
-      // Restore original client
-      require('./redisClients').ioredisClient = originalClient;
-    });
-  });
-
-  describe('limiterCache', () => {
-    it('should return undefined when USE_REDIS is false', () => {
-      cacheConfig.USE_REDIS = false;
-      const result = limiterCache('prefix');
-
-      expect(result).toBeUndefined();
-    });
-
-    it('should return RedisStore when USE_REDIS is true', () => {
-      cacheConfig.USE_REDIS = true;
-      const result = limiterCache('rate-limit');
-
-      expect(mockRedisStore).toHaveBeenCalledWith({
-        sendCommand: expect.any(Function),
-        prefix: `rate-limit:`,
-      });
-      expect(result).toBe(mockRedisStore());
-    });
-
-    it('should add colon to prefix if not present', () => {
-      cacheConfig.USE_REDIS = true;
-      limiterCache('rate-limit');
-
-      expect(mockRedisStore).toHaveBeenCalledWith({
-        sendCommand: expect.any(Function),
-        prefix: 'rate-limit:',
-      });
-    });
-
-    it('should not add colon to prefix if already present', () => {
-      cacheConfig.USE_REDIS = true;
-      limiterCache('rate-limit:');
-
-      expect(mockRedisStore).toHaveBeenCalledWith({
-        sendCommand: expect.any(Function),
-        prefix: 'rate-limit:',
-      });
-    });
-
-    it('should pass sendCommand function that calls ioredisClient.call', async () => {
-      cacheConfig.USE_REDIS = true;
-      mockIoredisClient.call.mockResolvedValue('test-value');
-
-      limiterCache('rate-limit');
-
-      const sendCommandCall = mockRedisStore.mock.calls[0][0];
-      const sendCommand = sendCommandCall.sendCommand;
-
-      // Test that sendCommand properly delegates to ioredisClient.call
-      const args = ['GET', 'test-key'];
-      const result = await sendCommand(...args);
-
-      expect(mockIoredisClient.call).toHaveBeenCalledWith(...args);
-      expect(result).toBe('test-value');
-    });
-
-    it('should handle sendCommand errors properly', async () => {
-      cacheConfig.USE_REDIS = true;
-
-      // Mock the call method to reject with an error
-      const testError = new Error('Redis error');
-      mockIoredisClient.call.mockRejectedValue(testError);
-
-      limiterCache('rate-limit');
-
-      const sendCommandCall = mockRedisStore.mock.calls[0][0];
-      const sendCommand = sendCommandCall.sendCommand;
-
-      // Test that sendCommand properly handles errors
-      const args = ['GET', 'test-key'];
-
-      await expect(sendCommand(...args)).rejects.toThrow('Redis error');
-      expect(mockIoredisClient.call).toHaveBeenCalledWith(...args);
-    });
-
-    it('should handle undefined prefix', () => {
-      cacheConfig.USE_REDIS = true;
-      expect(() => limiterCache()).toThrow('prefix is required');
-    });
-  });
-});

api/cache/getLogStores.js

@@ -1,53 +1,113 @@
-const { cacheConfig } = require('./cacheConfig');
 const { Keyv } = require('keyv');
 const { CacheKeys, ViolationTypes, Time } = require('librechat-data-provider');
-const { logFile } = require('./keyvFiles');
+const { logFile, violationFile } = require('./keyvFiles');
+const { isEnabled, math } = require('~/server/utils');
+const keyvRedis = require('./keyvRedis');
 const keyvMongo = require('./keyvMongo');
-const { standardCache, sessionCache, violationCache } = require('./cacheFactory');
+
+const { BAN_DURATION, USE_REDIS, DEBUG_MEMORY_CACHE, CI } = process.env ?? {};
+
+const duration = math(BAN_DURATION, 7200000);
+const isRedisEnabled = isEnabled(USE_REDIS);
+const debugMemoryCache = isEnabled(DEBUG_MEMORY_CACHE);
+
+const createViolationInstance = (namespace) => {
+  const config = isRedisEnabled ? { store: keyvRedis } : { store: violationFile, namespace };
+  return new Keyv(config);
+};
+
+// Serve cache from memory so no need to clear it on startup/exit
+const pending_req = isRedisEnabled
+  ? new Keyv({ store: keyvRedis })
+  : new Keyv({ namespace: CacheKeys.PENDING_REQ });
+
+const config = isRedisEnabled
+  ? new Keyv({ store: keyvRedis })
+  : new Keyv({ namespace: CacheKeys.CONFIG_STORE });
+
+const roles = isRedisEnabled
+  ? new Keyv({ store: keyvRedis })
+  : new Keyv({ namespace: CacheKeys.ROLES });
+
+const mcpTools = isRedisEnabled
+  ? new Keyv({ store: keyvRedis })
+  : new Keyv({ namespace: CacheKeys.MCP_TOOLS });
+
+const audioRuns = isRedisEnabled
+  ? new Keyv({ store: keyvRedis, ttl: Time.TEN_MINUTES })
+  : new Keyv({ namespace: CacheKeys.AUDIO_RUNS, ttl: Time.TEN_MINUTES });
+
+const messages = isRedisEnabled
+  ? new Keyv({ store: keyvRedis, ttl: Time.ONE_MINUTE })
+  : new Keyv({ namespace: CacheKeys.MESSAGES, ttl: Time.ONE_MINUTE });
+
+const flows = isRedisEnabled
+  ? new Keyv({ store: keyvRedis, ttl: Time.TWO_MINUTES })
+  : new Keyv({ namespace: CacheKeys.FLOWS, ttl: Time.ONE_MINUTE * 3 });
+
+const tokenConfig = isRedisEnabled
+  ? new Keyv({ store: keyvRedis, ttl: Time.THIRTY_MINUTES })
+  : new Keyv({ namespace: CacheKeys.TOKEN_CONFIG, ttl: Time.THIRTY_MINUTES });
+
+const genTitle = isRedisEnabled
+  ? new Keyv({ store: keyvRedis, ttl: Time.TWO_MINUTES })
+  : new Keyv({ namespace: CacheKeys.GEN_TITLE, ttl: Time.TWO_MINUTES });
+
+const s3ExpiryInterval = isRedisEnabled
+  ? new Keyv({ store: keyvRedis, ttl: Time.THIRTY_MINUTES })
+  : new Keyv({ namespace: CacheKeys.S3_EXPIRY_INTERVAL, ttl: Time.THIRTY_MINUTES });
+
+const modelQueries = isEnabled(process.env.USE_REDIS)
+  ? new Keyv({ store: keyvRedis })
+  : new Keyv({ namespace: CacheKeys.MODEL_QUERIES });
+
+const abortKeys = isRedisEnabled
+  ? new Keyv({ store: keyvRedis })
+  : new Keyv({ namespace: CacheKeys.ABORT_KEYS, ttl: Time.TEN_MINUTES });
+
+const openIdExchangedTokensCache = isRedisEnabled
+  ? new Keyv({ store: keyvRedis, ttl: Time.TEN_MINUTES })
+  : new Keyv({ namespace: CacheKeys.OPENID_EXCHANGED_TOKENS, ttl: Time.TEN_MINUTES });
 
 const namespaces = {
-  [ViolationTypes.GENERAL]: new Keyv({ store: logFile, namespace: 'violations' }),
-  [ViolationTypes.LOGINS]: violationCache(ViolationTypes.LOGINS),
-  [ViolationTypes.CONCURRENT]: violationCache(ViolationTypes.CONCURRENT),
-  [ViolationTypes.NON_BROWSER]: violationCache(ViolationTypes.NON_BROWSER),
-  [ViolationTypes.MESSAGE_LIMIT]: violationCache(ViolationTypes.MESSAGE_LIMIT),
-  [ViolationTypes.REGISTRATIONS]: violationCache(ViolationTypes.REGISTRATIONS),
-  [ViolationTypes.TOKEN_BALANCE]: violationCache(ViolationTypes.TOKEN_BALANCE),
-  [ViolationTypes.TTS_LIMIT]: violationCache(ViolationTypes.TTS_LIMIT),
-  [ViolationTypes.STT_LIMIT]: violationCache(ViolationTypes.STT_LIMIT),
-  [ViolationTypes.CONVO_ACCESS]: violationCache(ViolationTypes.CONVO_ACCESS),
-  [ViolationTypes.TOOL_CALL_LIMIT]: violationCache(ViolationTypes.TOOL_CALL_LIMIT),
-  [ViolationTypes.FILE_UPLOAD_LIMIT]: violationCache(ViolationTypes.FILE_UPLOAD_LIMIT),
-  [ViolationTypes.VERIFY_EMAIL_LIMIT]: violationCache(ViolationTypes.VERIFY_EMAIL_LIMIT),
-  [ViolationTypes.RESET_PASSWORD_LIMIT]: violationCache(ViolationTypes.RESET_PASSWORD_LIMIT),
-  [ViolationTypes.ILLEGAL_MODEL_REQUEST]: violationCache(ViolationTypes.ILLEGAL_MODEL_REQUEST),
-  [ViolationTypes.BAN]: new Keyv({
+  [CacheKeys.ROLES]: roles,
+  [CacheKeys.MCP_TOOLS]: mcpTools,
+  [CacheKeys.CONFIG_STORE]: config,
+  [CacheKeys.PENDING_REQ]: pending_req,
+  [ViolationTypes.BAN]: new Keyv({ store: keyvMongo, namespace: CacheKeys.BANS, ttl: duration }),
+  [CacheKeys.ENCODED_DOMAINS]: new Keyv({
     store: keyvMongo,
-    namespace: CacheKeys.BANS,
-    ttl: cacheConfig.BAN_DURATION,
+    namespace: CacheKeys.ENCODED_DOMAINS,
+    ttl: 0,
   }),
-
-  [CacheKeys.OPENID_SESSION]: sessionCache(CacheKeys.OPENID_SESSION),
-  [CacheKeys.SAML_SESSION]: sessionCache(CacheKeys.SAML_SESSION),
-
-  [CacheKeys.ROLES]: standardCache(CacheKeys.ROLES),
-  [CacheKeys.MCP_TOOLS]: standardCache(CacheKeys.MCP_TOOLS),
-  [CacheKeys.CONFIG_STORE]: standardCache(CacheKeys.CONFIG_STORE),
-  [CacheKeys.STATIC_CONFIG]: standardCache(CacheKeys.STATIC_CONFIG),
-  [CacheKeys.PENDING_REQ]: standardCache(CacheKeys.PENDING_REQ),
-  [CacheKeys.ENCODED_DOMAINS]: new Keyv({ store: keyvMongo, namespace: CacheKeys.ENCODED_DOMAINS }),
-  [CacheKeys.ABORT_KEYS]: standardCache(CacheKeys.ABORT_KEYS, Time.TEN_MINUTES),
-  [CacheKeys.TOKEN_CONFIG]: standardCache(CacheKeys.TOKEN_CONFIG, Time.THIRTY_MINUTES),
-  [CacheKeys.GEN_TITLE]: standardCache(CacheKeys.GEN_TITLE, Time.TWO_MINUTES),
-  [CacheKeys.S3_EXPIRY_INTERVAL]: standardCache(CacheKeys.S3_EXPIRY_INTERVAL, Time.THIRTY_MINUTES),
-  [CacheKeys.MODEL_QUERIES]: standardCache(CacheKeys.MODEL_QUERIES),
-  [CacheKeys.AUDIO_RUNS]: standardCache(CacheKeys.AUDIO_RUNS, Time.TEN_MINUTES),
-  [CacheKeys.MESSAGES]: standardCache(CacheKeys.MESSAGES, Time.ONE_MINUTE),
-  [CacheKeys.FLOWS]: standardCache(CacheKeys.FLOWS, Time.ONE_MINUTE * 3),
-  [CacheKeys.OPENID_EXCHANGED_TOKENS]: standardCache(
-    CacheKeys.OPENID_EXCHANGED_TOKENS,
-    Time.TEN_MINUTES,
+  general: new Keyv({ store: logFile, namespace: 'violations' }),
+  concurrent: createViolationInstance('concurrent'),
+  non_browser: createViolationInstance('non_browser'),
+  message_limit: createViolationInstance('message_limit'),
+  token_balance: createViolationInstance(ViolationTypes.TOKEN_BALANCE),
+  registrations: createViolationInstance('registrations'),
+  [ViolationTypes.TTS_LIMIT]: createViolationInstance(ViolationTypes.TTS_LIMIT),
+  [ViolationTypes.STT_LIMIT]: createViolationInstance(ViolationTypes.STT_LIMIT),
+  [ViolationTypes.CONVO_ACCESS]: createViolationInstance(ViolationTypes.CONVO_ACCESS),
+  [ViolationTypes.TOOL_CALL_LIMIT]: createViolationInstance(ViolationTypes.TOOL_CALL_LIMIT),
+  [ViolationTypes.FILE_UPLOAD_LIMIT]: createViolationInstance(ViolationTypes.FILE_UPLOAD_LIMIT),
+  [ViolationTypes.VERIFY_EMAIL_LIMIT]: createViolationInstance(ViolationTypes.VERIFY_EMAIL_LIMIT),
+  [ViolationTypes.RESET_PASSWORD_LIMIT]: createViolationInstance(
+    ViolationTypes.RESET_PASSWORD_LIMIT,
   ),
+  [ViolationTypes.ILLEGAL_MODEL_REQUEST]: createViolationInstance(
+    ViolationTypes.ILLEGAL_MODEL_REQUEST,
+  ),
+  logins: createViolationInstance('logins'),
+  [CacheKeys.ABORT_KEYS]: abortKeys,
+  [CacheKeys.TOKEN_CONFIG]: tokenConfig,
+  [CacheKeys.GEN_TITLE]: genTitle,
+  [CacheKeys.S3_EXPIRY_INTERVAL]: s3ExpiryInterval,
+  [CacheKeys.MODEL_QUERIES]: modelQueries,
+  [CacheKeys.AUDIO_RUNS]: audioRuns,
+  [CacheKeys.MESSAGES]: messages,
+  [CacheKeys.FLOWS]: flows,
+  [CacheKeys.OPENID_EXCHANGED_TOKENS]: openIdExchangedTokensCache,
 };
 
 /**
@@ -56,10 +116,7 @@ const namespaces = {
  */
 function getTTLStores() {
   return Object.values(namespaces).filter(
-    (store) =>
-      store instanceof Keyv &&
-      parseInt(store.opts?.ttl ?? '0') > 0 &&
-      !store.opts?.store?.constructor?.name?.includes('Redis'), // Only include non-Redis stores
+    (store) => store instanceof Keyv && typeof store.opts?.ttl === 'number' && store.opts.ttl > 0,
   );
 }
 
@@ -95,18 +152,18 @@ async function clearExpiredFromCache(cache) {
       if (data?.expires && data.expires <= expiryTime) {
         const deleted = await cache.opts.store.delete(key);
         if (!deleted) {
-          cacheConfig.DEBUG_MEMORY_CACHE &&
+          debugMemoryCache &&
             console.warn(`[Cache] Error deleting entry: ${key} from ${cache.opts.namespace}`);
           continue;
         }
         cleared++;
       }
     } catch (error) {
-      cacheConfig.DEBUG_MEMORY_CACHE &&
+      debugMemoryCache &&
         console.log(`[Cache] Error processing entry from ${cache.opts.namespace}:`, error);
       const deleted = await cache.opts.store.delete(key);
       if (!deleted) {
-        cacheConfig.DEBUG_MEMORY_CACHE &&
+        debugMemoryCache &&
           console.warn(`[Cache] Error deleting entry: ${key} from ${cache.opts.namespace}`);
         continue;
       }
@@ -115,7 +172,7 @@ async function clearExpiredFromCache(cache) {
   }
 
   if (cleared > 0) {
-    cacheConfig.DEBUG_MEMORY_CACHE &&
+    debugMemoryCache &&
       console.log(
         `[Cache] Cleared ${cleared} entries older than ${ttl}ms from ${cache.opts.namespace}`,
       );
@@ -156,7 +213,7 @@ async function clearAllExpiredFromCache() {
   }
 }
 
-if (!cacheConfig.USE_REDIS && !cacheConfig.CI) {
+if (!isRedisEnabled && !isEnabled(CI)) {
   /** @type {Set<NodeJS.Timeout>} */
   const cleanupIntervals = new Set();
 
@@ -167,7 +224,7 @@ if (!cacheConfig.USE_REDIS && !cacheConfig.CI) {
 
   cleanupIntervals.add(cleanup);
 
-  if (cacheConfig.DEBUG_MEMORY_CACHE) {
+  if (debugMemoryCache) {
     const monitor = setInterval(() => {
       const ttlStores = getTTLStores();
       const memory = process.memoryUsage();
@@ -188,13 +245,13 @@ if (!cacheConfig.USE_REDIS && !cacheConfig.CI) {
   }
 
   const dispose = () => {
-    cacheConfig.DEBUG_MEMORY_CACHE && console.log('[Cache] Cleaning up and shutting down...');
+    debugMemoryCache && console.log('[Cache] Cleaning up and shutting down...');
     cleanupIntervals.forEach((interval) => clearInterval(interval));
     cleanupIntervals.clear();
 
     // One final cleanup before exit
     clearAllExpiredFromCache().then(() => {
-      cacheConfig.DEBUG_MEMORY_CACHE && console.log('[Cache] Final cleanup completed');
+      debugMemoryCache && console.log('[Cache] Final cleanup completed');
       process.exit(0);
     });
   };

api/cache/ioredisClient.js

@@ -0,0 +1,92 @@
+const fs = require('fs');
+const Redis = require('ioredis');
+const { isEnabled } = require('~/server/utils');
+const logger = require('~/config/winston');
+
+const { REDIS_URI, USE_REDIS, USE_REDIS_CLUSTER, REDIS_CA, REDIS_MAX_LISTENERS } = process.env;
+
+/** @type {import('ioredis').Redis | import('ioredis').Cluster} */
+let ioredisClient;
+const redis_max_listeners = Number(REDIS_MAX_LISTENERS) || 40;
+
+function mapURI(uri) {
+  const regex =
+    /^(?:(?<scheme>\w+):\/\/)?(?:(?<user>[^:@]+)(?::(?<password>[^@]+))?@)?(?<host>[\w.-]+)(?::(?<port>\d{1,5}))?$/;
+  const match = uri.match(regex);
+
+  if (match) {
+    const { scheme, user, password, host, port } = match.groups;
+
+    return {
+      scheme: scheme || 'none',
+      user: user || null,
+      password: password || null,
+      host: host || null,
+      port: port || null,
+    };
+  } else {
+    const parts = uri.split(':');
+    if (parts.length === 2) {
+      return {
+        scheme: 'none',
+        user: null,
+        password: null,
+        host: parts[0],
+        port: parts[1],
+      };
+    }
+
+    return {
+      scheme: 'none',
+      user: null,
+      password: null,
+      host: uri,
+      port: null,
+    };
+  }
+}
+
+if (REDIS_URI && isEnabled(USE_REDIS)) {
+  let redisOptions = null;
+
+  if (REDIS_CA) {
+    const ca = fs.readFileSync(REDIS_CA);
+    redisOptions = { tls: { ca } };
+  }
+
+  if (isEnabled(USE_REDIS_CLUSTER)) {
+    const hosts = REDIS_URI.split(',').map((item) => {
+      var value = mapURI(item);
+
+      return {
+        host: value.host,
+        port: value.port,
+      };
+    });
+    ioredisClient = new Redis.Cluster(hosts, { redisOptions });
+  } else {
+    ioredisClient = new Redis(REDIS_URI, redisOptions);
+  }
+
+  ioredisClient.on('ready', () => {
+    logger.info('IoRedis connection ready');
+  });
+  ioredisClient.on('reconnecting', () => {
+    logger.info('IoRedis connection reconnecting');
+  });
+  ioredisClient.on('end', () => {
+    logger.info('IoRedis connection ended');
+  });
+  ioredisClient.on('close', () => {
+    logger.info('IoRedis connection closed');
+  });
+  ioredisClient.on('error', (err) => logger.error('IoRedis connection error:', err));
+  ioredisClient.setMaxListeners(redis_max_listeners);
+  logger.info(
+    '[Optional] IoRedis initialized for rate limiters. If you have issues, disable Redis or restart the server.',
+  );
+} else {
+  logger.info('[Optional] IoRedis not initialized for rate limiters.');
+}
+
+module.exports = ioredisClient;

api/cache/keyvRedis.js

@@ -0,0 +1,109 @@
+const fs = require('fs');
+const ioredis = require('ioredis');
+const KeyvRedis = require('@keyv/redis').default;
+const { isEnabled } = require('~/server/utils');
+const logger = require('~/config/winston');
+
+const { REDIS_URI, USE_REDIS, USE_REDIS_CLUSTER, REDIS_CA, REDIS_KEY_PREFIX, REDIS_MAX_LISTENERS } =
+  process.env;
+
+let keyvRedis;
+const redis_prefix = REDIS_KEY_PREFIX || '';
+const redis_max_listeners = Number(REDIS_MAX_LISTENERS) || 40;
+
+function mapURI(uri) {
+  const regex =
+    /^(?:(?<scheme>\w+):\/\/)?(?:(?<user>[^:@]+)(?::(?<password>[^@]+))?@)?(?<host>[\w.-]+)(?::(?<port>\d{1,5}))?$/;
+  const match = uri.match(regex);
+
+  if (match) {
+    const { scheme, user, password, host, port } = match.groups;
+
+    return {
+      scheme: scheme || 'none',
+      user: user || null,
+      password: password || null,
+      host: host || null,
+      port: port || null,
+    };
+  } else {
+    const parts = uri.split(':');
+    if (parts.length === 2) {
+      return {
+        scheme: 'none',
+        user: null,
+        password: null,
+        host: parts[0],
+        port: parts[1],
+      };
+    }
+
+    return {
+      scheme: 'none',
+      user: null,
+      password: null,
+      host: uri,
+      port: null,
+    };
+  }
+}
+
+if (REDIS_URI && isEnabled(USE_REDIS)) {
+  let redisOptions = null;
+  /** @type {import('@keyv/redis').KeyvRedisOptions} */
+  let keyvOpts = {
+    useRedisSets: false,
+    keyPrefix: redis_prefix,
+  };
+
+  if (REDIS_CA) {
+    const ca = fs.readFileSync(REDIS_CA);
+    redisOptions = { tls: { ca } };
+  }
+
+  if (isEnabled(USE_REDIS_CLUSTER)) {
+    const hosts = REDIS_URI.split(',').map((item) => {
+      var value = mapURI(item);
+
+      return {
+        host: value.host,
+        port: value.port,
+      };
+    });
+    const cluster = new ioredis.Cluster(hosts, { redisOptions });
+    keyvRedis = new KeyvRedis(cluster, keyvOpts);
+  } else {
+    keyvRedis = new KeyvRedis(REDIS_URI, keyvOpts);
+  }
+
+  const pingInterval = setInterval(
+    () => {
+      logger.debug('KeyvRedis ping');
+      keyvRedis.client.ping().catch((err) => logger.error('Redis keep-alive ping failed:', err));
+    },
+    5 * 60 * 1000,
+  );
+
+  keyvRedis.on('ready', () => {
+    logger.info('KeyvRedis connection ready');
+  });
+  keyvRedis.on('reconnecting', () => {
+    logger.info('KeyvRedis connection reconnecting');
+  });
+  keyvRedis.on('end', () => {
+    logger.info('KeyvRedis connection ended');
+  });
+  keyvRedis.on('close', () => {
+    clearInterval(pingInterval);
+    logger.info('KeyvRedis connection closed');
+  });
+  keyvRedis.on('error', (err) => logger.error('KeyvRedis connection error:', err));
+  keyvRedis.setMaxListeners(redis_max_listeners);
+  logger.info(
+    '[Optional] Redis initialized. If you have issues, or seeing older values, disable it or flush cache to refresh values.',
+  );
+} else {
+  logger.info('[Optional] Redis not initialized.');
+}
+
+module.exports = keyvRedis;

api/cache/logViolation.js

@@ -1,5 +1,4 @@
 const { isEnabled } = require('~/server/utils');
-const { ViolationTypes } = require('librechat-data-provider');
 const getLogStores = require('./getLogStores');
 const banViolation = require('./banViolation');
 
@@ -10,14 +9,14 @@ const banViolation = require('./banViolation');
  * @param {Object} res - Express response object.
  * @param {string} type - The type of violation.
  * @param {Object} errorMessage - The error message to log.
- * @param {number | string} [score=1] - The severity of the violation. Defaults to 1
+ * @param {number} [score=1] - The severity of the violation. Defaults to 1
  */
 const logViolation = async (req, res, type, errorMessage, score = 1) => {
   const userId = req.user?.id ?? req.user?._id;
   if (!userId) {
     return;
   }
-  const logs = getLogStores(ViolationTypes.GENERAL);
+  const logs = getLogStores('general');
   const violationLogs = getLogStores(type);
   const key = isEnabled(process.env.USE_REDIS) ? `${type}:${userId}` : userId;
 

api/cache/redisClients.js

@@ -1,204 +0,0 @@
-const IoRedis = require('ioredis');
-const { logger } = require('@librechat/data-schemas');
-const { createClient, createCluster } = require('@keyv/redis');
-const { cacheConfig } = require('./cacheConfig');
-
-const GLOBAL_PREFIX_SEPARATOR = '::';
-
-const urls = cacheConfig.REDIS_URI?.split(',').map((uri) => new URL(uri));
-const username = urls?.[0].username || cacheConfig.REDIS_USERNAME;
-const password = urls?.[0].password || cacheConfig.REDIS_PASSWORD;
-const ca = cacheConfig.REDIS_CA;
-
-/** @type {import('ioredis').Redis | import('ioredis').Cluster | null} */
-let ioredisClient = null;
-if (cacheConfig.USE_REDIS) {
-  /** @type {import('ioredis').RedisOptions | import('ioredis').ClusterOptions} */
-  const redisOptions = {
-    username: username,
-    password: password,
-    tls: ca ? { ca } : undefined,
-    keyPrefix: `${cacheConfig.REDIS_KEY_PREFIX}${GLOBAL_PREFIX_SEPARATOR}`,
-    maxListeners: cacheConfig.REDIS_MAX_LISTENERS,
-    retryStrategy: (times) => {
-      if (
-        cacheConfig.REDIS_RETRY_MAX_ATTEMPTS > 0 &&
-        times > cacheConfig.REDIS_RETRY_MAX_ATTEMPTS
-      ) {
-        logger.error(
-          `ioredis giving up after ${cacheConfig.REDIS_RETRY_MAX_ATTEMPTS} reconnection attempts`,
-        );
-        return null;
-      }
-      const delay = Math.min(times * 50, cacheConfig.REDIS_RETRY_MAX_DELAY);
-      logger.info(`ioredis reconnecting... attempt ${times}, delay ${delay}ms`);
-      return delay;
-    },
-    reconnectOnError: (err) => {
-      const targetError = 'READONLY';
-      if (err.message.includes(targetError)) {
-        logger.warn('ioredis reconnecting due to READONLY error');
-        return true;
-      }
-      return false;
-    },
-    enableOfflineQueue: cacheConfig.REDIS_ENABLE_OFFLINE_QUEUE,
-    connectTimeout: cacheConfig.REDIS_CONNECT_TIMEOUT,
-    maxRetriesPerRequest: 3,
-  };
-
-  ioredisClient =
-    urls.length === 1
-      ? new IoRedis(cacheConfig.REDIS_URI, redisOptions)
-      : new IoRedis.Cluster(cacheConfig.REDIS_URI, {
-          redisOptions,
-          clusterRetryStrategy: (times) => {
-            if (
-              cacheConfig.REDIS_RETRY_MAX_ATTEMPTS > 0 &&
-              times > cacheConfig.REDIS_RETRY_MAX_ATTEMPTS
-            ) {
-              logger.error(
-                `ioredis cluster giving up after ${cacheConfig.REDIS_RETRY_MAX_ATTEMPTS} reconnection attempts`,
-              );
-              return null;
-            }
-            const delay = Math.min(times * 100, cacheConfig.REDIS_RETRY_MAX_DELAY);
-            logger.info(`ioredis cluster reconnecting... attempt ${times}, delay ${delay}ms`);
-            return delay;
-          },
-          enableOfflineQueue: cacheConfig.REDIS_ENABLE_OFFLINE_QUEUE,
-        });
-
-  ioredisClient.on('error', (err) => {
-    logger.error('ioredis client error:', err);
-  });
-
-  ioredisClient.on('connect', () => {
-    logger.info('ioredis client connected');
-  });
-
-  ioredisClient.on('ready', () => {
-    logger.info('ioredis client ready');
-  });
-
-  ioredisClient.on('reconnecting', (delay) => {
-    logger.info(`ioredis client reconnecting in ${delay}ms`);
-  });
-
-  ioredisClient.on('close', () => {
-    logger.warn('ioredis client connection closed');
-  });
-
-  /** Ping Interval to keep the Redis server connection alive (if enabled) */
-  let pingInterval = null;
-  const clearPingInterval = () => {
-    if (pingInterval) {
-      clearInterval(pingInterval);
-      pingInterval = null;
-    }
-  };
-
-  if (cacheConfig.REDIS_PING_INTERVAL > 0) {
-    pingInterval = setInterval(() => {
-      if (ioredisClient && ioredisClient.status === 'ready') {
-        ioredisClient.ping().catch((err) => {
-          logger.error('ioredis ping failed:', err);
-        });
-      }
-    }, cacheConfig.REDIS_PING_INTERVAL * 1000);
-    ioredisClient.on('close', clearPingInterval);
-    ioredisClient.on('end', clearPingInterval);
-  }
-}
-
-/** @type {import('@keyv/redis').RedisClient | import('@keyv/redis').RedisCluster | null} */
-let keyvRedisClient = null;
-if (cacheConfig.USE_REDIS) {
-  /**
-   * ** WARNING ** Keyv Redis client does not support Prefix like ioredis above.
-   * The prefix feature will be handled by the Keyv-Redis store in cacheFactory.js
-   * @type {import('@keyv/redis').RedisClientOptions | import('@keyv/redis').RedisClusterOptions}
-   */
-  const redisOptions = {
-    username,
-    password,
-    socket: {
-      tls: ca != null,
-      ca,
-      connectTimeout: cacheConfig.REDIS_CONNECT_TIMEOUT,
-      reconnectStrategy: (retries) => {
-        if (
-          cacheConfig.REDIS_RETRY_MAX_ATTEMPTS > 0 &&
-          retries > cacheConfig.REDIS_RETRY_MAX_ATTEMPTS
-        ) {
-          logger.error(
-            `@keyv/redis client giving up after ${cacheConfig.REDIS_RETRY_MAX_ATTEMPTS} reconnection attempts`,
-          );
-          return new Error('Max reconnection attempts reached');
-        }
-        const delay = Math.min(retries * 100, cacheConfig.REDIS_RETRY_MAX_DELAY);
-        logger.info(`@keyv/redis reconnecting... attempt ${retries}, delay ${delay}ms`);
-        return delay;
-      },
-    },
-    disableOfflineQueue: !cacheConfig.REDIS_ENABLE_OFFLINE_QUEUE,
-  };
-
-  keyvRedisClient =
-    urls.length === 1
-      ? createClient({ url: cacheConfig.REDIS_URI, ...redisOptions })
-      : createCluster({
-          rootNodes: cacheConfig.REDIS_URI.split(',').map((url) => ({ url })),
-          defaults: redisOptions,
-        });
-
-  keyvRedisClient.setMaxListeners(cacheConfig.REDIS_MAX_LISTENERS);
-
-  keyvRedisClient.on('error', (err) => {
-    logger.error('@keyv/redis client error:', err);
-  });
-
-  keyvRedisClient.on('connect', () => {
-    logger.info('@keyv/redis client connected');
-  });
-
-  keyvRedisClient.on('ready', () => {
-    logger.info('@keyv/redis client ready');
-  });
-
-  keyvRedisClient.on('reconnecting', () => {
-    logger.info('@keyv/redis client reconnecting...');
-  });
-
-  keyvRedisClient.on('disconnect', () => {
-    logger.warn('@keyv/redis client disconnected');
-  });
-
-  keyvRedisClient.connect().catch((err) => {
-    logger.error('@keyv/redis initial connection failed:', err);
-    throw err;
-  });
-
-  /** Ping Interval to keep the Redis server connection alive (if enabled) */
-  let pingInterval = null;
-  const clearPingInterval = () => {
-    if (pingInterval) {
-      clearInterval(pingInterval);
-      pingInterval = null;
-    }
-  };
-
-  if (cacheConfig.REDIS_PING_INTERVAL > 0) {
-    pingInterval = setInterval(() => {
-      if (keyvRedisClient && keyvRedisClient.isReady) {
-        keyvRedisClient.ping().catch((err) => {
-          logger.error('@keyv/redis ping failed:', err);
-        });
-      }
-    }, cacheConfig.REDIS_PING_INTERVAL * 1000);
-    keyvRedisClient.on('disconnect', clearPingInterval);
-    keyvRedisClient.on('end', clearPingInterval);
-  }
-}
-
-module.exports = { ioredisClient, keyvRedisClient, GLOBAL_PREFIX_SEPARATOR };

api/db/indexSync.js

@@ -1,11 +1,8 @@
 const mongoose = require('mongoose');
 const { MeiliSearch } = require('meilisearch');
 const { logger } = require('@librechat/data-schemas');
-const { FlowStateManager } = require('@librechat/api');
-const { CacheKeys } = require('librechat-data-provider');
 
 const { isEnabled } = require('~/server/utils');
-const { getLogStores } = require('~/cache');
 
 const Conversation = mongoose.models.Conversation;
 const Message = mongoose.models.Message;
@@ -31,123 +28,43 @@ class MeiliSearchClient {
   }
 }
 
-/**
- * Performs the actual sync operations for messages and conversations
- */
-async function performSync() {
-  const client = MeiliSearchClient.getInstance();
-
-  const { status } = await client.health();
-  if (status !== 'available') {
-    throw new Error('Meilisearch not available');
-  }
-
-  if (indexingDisabled === true) {
-    logger.info('[indexSync] Indexing is disabled, skipping...');
-    return { messagesSync: false, convosSync: false };
-  }
-
-  let messagesSync = false;
-  let convosSync = false;
-
-  // Check if we need to sync messages
-  const messageProgress = await Message.getSyncProgress();
-  if (!messageProgress.isComplete) {
-    logger.info(
-      `[indexSync] Messages need syncing: ${messageProgress.totalProcessed}/${messageProgress.totalDocuments} indexed`,
-    );
-
-    // Check if we should do a full sync or incremental
-    const messageCount = await Message.countDocuments();
-    const messagesIndexed = messageProgress.totalProcessed;
-    const syncThreshold = parseInt(process.env.MEILI_SYNC_THRESHOLD || '1000', 10);
-
-    if (messageCount - messagesIndexed > syncThreshold) {
-      logger.info('[indexSync] Starting full message sync due to large difference');
-      await Message.syncWithMeili();
-      messagesSync = true;
-    } else if (messageCount !== messagesIndexed) {
-      logger.warn('[indexSync] Messages out of sync, performing incremental sync');
-      await Message.syncWithMeili();
-      messagesSync = true;
-    }
-  } else {
-    logger.info(
-      `[indexSync] Messages are fully synced: ${messageProgress.totalProcessed}/${messageProgress.totalDocuments}`,
-    );
-  }
-
-  // Check if we need to sync conversations
-  const convoProgress = await Conversation.getSyncProgress();
-  if (!convoProgress.isComplete) {
-    logger.info(
-      `[indexSync] Conversations need syncing: ${convoProgress.totalProcessed}/${convoProgress.totalDocuments} indexed`,
-    );
-
-    const convoCount = await Conversation.countDocuments();
-    const convosIndexed = convoProgress.totalProcessed;
-    const syncThreshold = parseInt(process.env.MEILI_SYNC_THRESHOLD || '1000', 10);
-
-    if (convoCount - convosIndexed > syncThreshold) {
-      logger.info('[indexSync] Starting full conversation sync due to large difference');
-      await Conversation.syncWithMeili();
-      convosSync = true;
-    } else if (convoCount !== convosIndexed) {
-      logger.warn('[indexSync] Convos out of sync, performing incremental sync');
-      await Conversation.syncWithMeili();
-      convosSync = true;
-    }
-  } else {
-    logger.info(
-      `[indexSync] Conversations are fully synced: ${convoProgress.totalProcessed}/${convoProgress.totalDocuments}`,
-    );
-  }
-
-  return { messagesSync, convosSync };
-}
-
-/**
- * Main index sync function that uses FlowStateManager to prevent concurrent execution
- */
 async function indexSync() {
   if (!searchEnabled) {
     return;
   }
-
-  logger.info('[indexSync] Starting index synchronization check...');
-
   try {
-    // Get or create FlowStateManager instance
-    const flowsCache = getLogStores(CacheKeys.FLOWS);
-    if (!flowsCache) {
-      logger.warn('[indexSync] Flows cache not available, falling back to direct sync');
-      return await performSync();
+    const client = MeiliSearchClient.getInstance();
+
+    const { status } = await client.health();
+    if (status !== 'available') {
+      throw new Error('Meilisearch not available');
     }
 
-    const flowManager = new FlowStateManager(flowsCache, {
-      ttl: 60000 * 10, // 10 minutes TTL for sync operations
-    });
-
-    // Use a unique flow ID for the sync operation
-    const flowId = 'meili-index-sync';
-    const flowType = 'MEILI_SYNC';
-
-    // This will only execute the handler if no other instance is running the sync
-    const result = await flowManager.createFlowWithHandler(flowId, flowType, performSync);
-
-    if (result.messagesSync || result.convosSync) {
-      logger.info('[indexSync] Sync completed successfully');
-    } else {
-      logger.debug('[indexSync] No sync was needed');
-    }
-
-    return result;
-  } catch (err) {
-    if (err.message.includes('flow already exists')) {
-      logger.info('[indexSync] Sync already running on another instance');
+    if (indexingDisabled === true) {
+      logger.info('[indexSync] Indexing is disabled, skipping...');
       return;
     }
 
+    const messageCount = await Message.countDocuments();
+    const convoCount = await Conversation.countDocuments();
+    const messages = await client.index('messages').getStats();
+    const convos = await client.index('convos').getStats();
+    const messagesIndexed = messages.numberOfDocuments;
+    const convosIndexed = convos.numberOfDocuments;
+
+    logger.debug(`[indexSync] There are ${messageCount} messages and ${messagesIndexed} indexed`);
+    logger.debug(`[indexSync] There are ${convoCount} convos and ${convosIndexed} indexed`);
+
+    if (messageCount !== messagesIndexed) {
+      logger.debug('[indexSync] Messages out of sync, indexing');
+      Message.syncWithMeili();
+    }
+
+    if (convoCount !== convosIndexed) {
+      logger.debug('[indexSync] Convos out of sync, indexing');
+      Conversation.syncWithMeili();
+    }
+  } catch (err) {
     if (err.message.includes('not found')) {
       logger.debug('[indexSync] Creating indices...');
       currentTimeout = setTimeout(async () => {

api/models/Agent.js

@@ -4,7 +4,6 @@ const { logger } = require('@librechat/data-schemas');
 const { SystemRoles, Tools, actionDelimiter } = require('librechat-data-provider');
 const { GLOBAL_PROJECT_NAME, EPHEMERAL_AGENT_ID, mcp_delimiter } =
   require('librechat-data-provider').Constants;
-const { CONFIG_STORE, STARTUP_CONFIG } = require('librechat-data-provider').CacheKeys;
 const {
   getProjectByName,
   addAgentIdsToProject,
@@ -12,7 +11,6 @@ const {
   removeAgentFromAllProjects,
 } = require('./Project');
 const { getCachedTools } = require('~/server/services/Config');
-const getLogStores = require('~/cache/getLogStores');
 const { getActions } = require('./Action');
 const { Agent } = require('~/db/models');
 
@@ -23,7 +21,7 @@ const { Agent } = require('~/db/models');
  * @throws {Error} If the agent creation fails.
  */
 const createAgent = async (agentData) => {
-  const { author, ...versionData } = agentData;
+  const { author: _author, ...versionData } = agentData;
   const timestamp = new Date();
   const initialAgentData = {
     ...agentData,
@@ -61,7 +59,7 @@ const getAgent = async (searchParameter) => await Agent.findOne(searchParameter)
 const loadEphemeralAgent = async ({ req, agent_id, endpoint, model_parameters: _m }) => {
   const { model, ...model_parameters } = _m;
   /** @type {Record<string, FunctionTool>} */
-  const availableTools = await getCachedTools({ userId: req.user.id, includeGlobal: true });
+  const availableTools = await getCachedTools({ includeGlobal: true });
   /** @type {TEphemeralAgent | null} */
   const ephemeralAgent = req.body.ephemeralAgent;
   const mcpServers = new Set(ephemeralAgent?.mcp);
@@ -70,9 +68,6 @@ const loadEphemeralAgent = async ({ req, agent_id, endpoint, model_parameters: _
   if (ephemeralAgent?.execute_code === true) {
     tools.push(Tools.execute_code);
   }
-  if (ephemeralAgent?.file_search === true) {
-    tools.push(Tools.file_search);
-  }
   if (ephemeralAgent?.web_search === true) {
     tools.push(Tools.web_search);
   }
@@ -90,7 +85,7 @@ const loadEphemeralAgent = async ({ req, agent_id, endpoint, model_parameters: _
   }
 
   const instructions = req.body.promptPrefix;
-  const result = {
+  return {
     id: agent_id,
     instructions,
     provider: endpoint,
@@ -98,11 +93,6 @@ const loadEphemeralAgent = async ({ req, agent_id, endpoint, model_parameters: _
     model,
     tools,
   };
-
-  if (ephemeralAgent?.artifacts != null && ephemeralAgent.artifacts) {
-    result.artifacts = ephemeralAgent.artifacts;
-  }
-  return result;
 };
 
 /**
@@ -131,29 +121,7 @@ const loadAgent = async ({ req, agent_id, endpoint, model_parameters }) => {
   }
 
   agent.version = agent.versions ? agent.versions.length : 0;
-
-  if (agent.author.toString() === req.user.id) {
-    return agent;
-  }
-
-  if (!agent.projectIds) {
-    return null;
-  }
-
-  const cache = getLogStores(CONFIG_STORE);
-  /** @type {TStartupConfig} */
-  const cachedStartupConfig = await cache.get(STARTUP_CONFIG);
-  let { instanceProjectId } = cachedStartupConfig ?? {};
-  if (!instanceProjectId) {
-    instanceProjectId = (await getProjectByName(GLOBAL_PROJECT_NAME, '_id'))._id.toString();
-  }
-
-  for (const projectObjectId of agent.projectIds) {
-    const projectId = projectObjectId.toString();
-    if (projectId === instanceProjectId) {
-      return agent;
-    }
-  }
+  return agent;
 };
 
 /**
@@ -183,7 +151,7 @@ const isDuplicateVersion = (updateData, currentData, versions, actionsHash = nul
     'actionsHash', // Exclude actionsHash from direct comparison
   ];
 
-  const { $push, $pull, $addToSet, ...directUpdates } = updateData;
+  const { $push: _$push, $pull: _$pull, $addToSet: _$addToSet, ...directUpdates } = updateData;
 
   if (Object.keys(directUpdates).length === 0 && !actionsHash) {
     return null;
@@ -278,7 +246,14 @@ const updateAgent = async (searchParameter, updateData, options = {}) => {
 
   const currentAgent = await Agent.findOne(searchParameter);
   if (currentAgent) {
-    const { __v, _id, id, versions, author, ...versionData } = currentAgent.toObject();
+    const {
+      __v,
+      _id,
+      id: __id,
+      versions,
+      author: _author,
+      ...versionData
+    } = currentAgent.toObject();
     const { $push, $pull, $addToSet, ...directUpdates } = updateData;
 
     let actionsHash = null;
@@ -316,10 +291,17 @@ const updateAgent = async (searchParameter, updateData, options = {}) => {
     if (shouldCreateVersion) {
       const duplicateVersion = isDuplicateVersion(updateData, versionData, versions, actionsHash);
       if (duplicateVersion && !forceVersion) {
-        // No changes detected, return the current agent without creating a new version
-        const agentObj = currentAgent.toObject();
-        agentObj.version = versions.length;
-        return agentObj;
+        const error = new Error(
+          'Duplicate version: This would create a version identical to an existing one',
+        );
+        error.statusCode = 409;
+        error.details = {
+          duplicateVersion,
+          versionIndex: versions.findIndex(
+            (v) => JSON.stringify(duplicateVersion) === JSON.stringify(v),
+          ),
+        };
+        throw error;
       }
     }
 
@@ -462,8 +444,110 @@ const deleteAgent = async (searchParameter) => {
   return agent;
 };
 
+/**
+ * Get agents by accessible IDs with optional cursor-based pagination.
+ * @param {Object} params - The parameters for getting accessible agents.
+ * @param {Array} [params.accessibleIds] - Array of agent ObjectIds the user has ACL access to.
+ * @param {Object} [params.otherParams] - Additional query parameters (including author filter).
+ * @param {number} [params.limit] - Number of agents to return (max 100). If not provided, returns all agents.
+ * @param {string} [params.after] - Cursor for pagination - get agents after this cursor. // base64 encoded JSON string with updatedAt and _id.
+ * @returns {Promise<Object>} A promise that resolves to an object containing the agents data and pagination info.
+ */
+const getListAgentsByAccess = async ({
+  accessibleIds = [],
+  otherParams = {},
+  limit = null,
+  after = null,
+}) => {
+  const isPaginated = limit !== null && limit !== undefined;
+  const normalizedLimit = isPaginated ? Math.min(Math.max(1, parseInt(limit) || 20), 100) : null;
+
+  // Build base query combining ACL accessible agents with other filters
+  const baseQuery = { ...otherParams };
+
+  if (accessibleIds.length > 0) {
+    baseQuery._id = { $in: accessibleIds };
+  }
+
+  // Add cursor condition
+  if (after) {
+    try {
+      const cursor = JSON.parse(Buffer.from(after, 'base64').toString('utf8'));
+      const { updatedAt, _id } = cursor;
+
+      const cursorCondition = {
+        $or: [
+          { updatedAt: { $lt: new Date(updatedAt) } },
+          { updatedAt: new Date(updatedAt), _id: { $gt: mongoose.Types.ObjectId(_id) } },
+        ],
+      };
+
+      // Merge cursor condition with base query
+      if (Object.keys(baseQuery).length > 0) {
+        baseQuery.$and = [{ ...baseQuery }, cursorCondition];
+        // Remove the original conditions from baseQuery to avoid duplication
+        Object.keys(baseQuery).forEach((key) => {
+          if (key !== '$and') delete baseQuery[key];
+        });
+      } else {
+        Object.assign(baseQuery, cursorCondition);
+      }
+    } catch (error) {
+      logger.warn('Invalid cursor:', error.message);
+    }
+  }
+
+  let query = Agent.find(baseQuery, {
+    id: 1,
+    _id: 1,
+    name: 1,
+    avatar: 1,
+    author: 1,
+    projectIds: 1,
+    description: 1,
+    updatedAt: 1,
+  }).sort({ updatedAt: -1, _id: 1 });
+
+  // Only apply limit if pagination is requested
+  if (isPaginated) {
+    query = query.limit(normalizedLimit + 1);
+  }
+
+  const agents = await query.lean();
+
+  const hasMore = isPaginated ? agents.length > normalizedLimit : false;
+  const data = (isPaginated ? agents.slice(0, normalizedLimit) : agents).map((agent) => {
+    if (agent.author) {
+      agent.author = agent.author.toString();
+    }
+    return agent;
+  });
+
+  // Generate next cursor only if paginated
+  let nextCursor = null;
+  if (isPaginated && hasMore && data.length > 0) {
+    const lastAgent = agents[normalizedLimit - 1];
+    nextCursor = Buffer.from(
+      JSON.stringify({
+        updatedAt: lastAgent.updatedAt.toISOString(),
+        _id: lastAgent._id.toString(),
+      }),
+    ).toString('base64');
+  }
+
+  return {
+    object: 'list',
+    data,
+    first_id: data.length > 0 ? data[0].id : null,
+    last_id: data.length > 0 ? data[data.length - 1].id : null,
+    has_more: hasMore,
+    after: nextCursor,
+  };
+};
+
 /**
  * Get all agents.
+ * @deprecated Use getListAgentsByAccess for ACL-aware agent listing
  * @param {Object} searchParameter - The search parameters to find matching agents.
  * @param {string} searchParameter.author - The user ID of the agent's author.
  * @returns {Promise<Object>} A promise that resolves to an object containing the agents data and pagination info.
@@ -482,12 +566,13 @@ const getListAgents = async (searchParameter) => {
   const agents = (
     await Agent.find(query, {
       id: 1,
-      _id: 0,
+      _id: 1,
       name: 1,
       avatar: 1,
       author: 1,
       projectIds: 1,
       description: 1,
+      // @deprecated - isCollaborative replaced by ACL permissions
       isCollaborative: 1,
     }).lean()
   ).map((agent) => {
@@ -671,6 +756,7 @@ module.exports = {
   revertAgentVersion,
   updateAgentProjects,
   addAgentResourceFile,
+  getListAgentsByAccess,
   removeAgentResourceFiles,
   generateActionMetadataHash,
 };

api/models/Agent.spec.js

@@ -43,7 +43,7 @@ describe('models/Agent', () => {
       const mongoUri = mongoServer.getUri();
       Agent = mongoose.models.Agent || mongoose.model('Agent', agentSchema);
       await mongoose.connect(mongoUri);
-    }, 20000);
+    });
 
     afterAll(async () => {
       await mongoose.disconnect();
@@ -413,7 +413,7 @@ describe('models/Agent', () => {
       const mongoUri = mongoServer.getUri();
       Agent = mongoose.models.Agent || mongoose.model('Agent', agentSchema);
       await mongoose.connect(mongoUri);
-    }, 20000);
+    });
 
     afterAll(async () => {
       await mongoose.disconnect();
@@ -670,7 +670,7 @@ describe('models/Agent', () => {
       const mongoUri = mongoServer.getUri();
       Agent = mongoose.models.Agent || mongoose.model('Agent', agentSchema);
       await mongoose.connect(mongoUri);
-    }, 20000);
+    });
 
     afterAll(async () => {
       await mongoose.disconnect();
@@ -879,31 +879,45 @@ describe('models/Agent', () => {
       expect(emptyParamsAgent.model_parameters).toEqual({});
     });
 
-    test('should not create new version for duplicate updates', async () => {
-      const authorId = new mongoose.Types.ObjectId();
-      const testCases = generateVersionTestCases();
+    test('should detect duplicate versions and reject updates', async () => {
+      const originalConsoleError = console.error;
+      console.error = jest.fn();
 
-      for (const testCase of testCases) {
-        const testAgentId = `agent_${uuidv4()}`;
+      try {
+        const authorId = new mongoose.Types.ObjectId();
+        const testCases = generateVersionTestCases();
 
-        await createAgent({
-          id: testAgentId,
-          provider: 'test',
-          model: 'test-model',
-          author: authorId,
-          ...testCase.initial,
-        });
+        for (const testCase of testCases) {
+          const testAgentId = `agent_${uuidv4()}`;
 
-        const updatedAgent = await updateAgent({ id: testAgentId }, testCase.update);
-        expect(updatedAgent.versions).toHaveLength(2); // No new version created
+          await createAgent({
+            id: testAgentId,
+            provider: 'test',
+            model: 'test-model',
+            author: authorId,
+            ...testCase.initial,
+          });
 
-        // Update with duplicate data should succeed but not create a new version
-        const duplicateUpdate = await updateAgent({ id: testAgentId }, testCase.duplicate);
+          await updateAgent({ id: testAgentId }, testCase.update);
 
-        expect(duplicateUpdate.versions).toHaveLength(2); // No new version created
+          let error;
+          try {
+            await updateAgent({ id: testAgentId }, testCase.duplicate);
+          } catch (e) {
+            error = e;
+          }
 
-        const agent = await getAgent({ id: testAgentId });
-        expect(agent.versions).toHaveLength(2);
+          expect(error).toBeDefined();
+          expect(error.message).toContain('Duplicate version');
+          expect(error.statusCode).toBe(409);
+          expect(error.details).toBeDefined();
+          expect(error.details.duplicateVersion).toBeDefined();
+
+          const agent = await getAgent({ id: testAgentId });
+          expect(agent.versions).toHaveLength(2);
+        }
+      } finally {
+        console.error = originalConsoleError;
       }
     });
 
@@ -1079,13 +1093,20 @@ describe('models/Agent', () => {
       expect(secondUpdate.versions).toHaveLength(3);
 
       // Update without forceVersion and no changes should not create a version
-      const duplicateUpdate = await updateAgent(
-        { id: agentId },
-        { tools: ['listEvents_action_test.com', 'createEvent_action_test.com'] },
-        { updatingUserId: authorId.toString(), forceVersion: false },
-      );
+      let error;
+      try {
+        await updateAgent(
+          { id: agentId },
+          { tools: ['listEvents_action_test.com', 'createEvent_action_test.com'] },
+          { updatingUserId: authorId.toString(), forceVersion: false },
+        );
+      } catch (e) {
+        error = e;
+      }
 
-      expect(duplicateUpdate.versions).toHaveLength(3); // No new version created
+      expect(error).toBeDefined();
+      expect(error.message).toContain('Duplicate version');
+      expect(error.statusCode).toBe(409);
     });
 
     test('should handle isDuplicateVersion with arrays containing null/undefined values', async () => {
@@ -1311,7 +1332,7 @@ describe('models/Agent', () => {
       const mongoUri = mongoServer.getUri();
       Agent = mongoose.models.Agent || mongoose.model('Agent', agentSchema);
       await mongoose.connect(mongoUri);
-    }, 20000);
+    });
 
     afterAll(async () => {
       await mongoose.disconnect();
@@ -1493,7 +1514,7 @@ describe('models/Agent', () => {
       const mongoUri = mongoServer.getUri();
       Agent = mongoose.models.Agent || mongoose.model('Agent', agentSchema);
       await mongoose.connect(mongoUri);
-    }, 20000);
+    });
 
     afterAll(async () => {
       await mongoose.disconnect();
@@ -1612,7 +1633,7 @@ describe('models/Agent', () => {
       expect(result.version).toBe(1);
     });
 
-    test('should return null when user is not author and agent has no projectIds', async () => {
+    test('should return agent even when user is not author (permissions checked at route level)', async () => {
       const authorId = new mongoose.Types.ObjectId();
       const userId = new mongoose.Types.ObjectId();
       const agentId = `agent_${uuidv4()}`;
@@ -1633,7 +1654,11 @@ describe('models/Agent', () => {
         model_parameters: { model: 'gpt-4' },
       });
 
-      expect(result).toBeFalsy();
+      // With the new permission system, loadAgent returns the agent regardless of permissions
+      // Permission checks are handled at the route level via middleware
+      expect(result).toBeTruthy();
+      expect(result.id).toBe(agentId);
+      expect(result.name).toBe('Test Agent');
     });
 
     test('should handle ephemeral agent with no MCP servers', async () => {
@@ -1741,7 +1766,7 @@ describe('models/Agent', () => {
         }
       });
 
-      test('should handle loadAgent with agent from different project', async () => {
+      test('should return agent from different project (permissions checked at route level)', async () => {
         const authorId = new mongoose.Types.ObjectId();
         const userId = new mongoose.Types.ObjectId();
         const agentId = `agent_${uuidv4()}`;
@@ -1764,7 +1789,11 @@ describe('models/Agent', () => {
           model_parameters: { model: 'gpt-4' },
         });
 
-        expect(result).toBeFalsy();
+        // With the new permission system, loadAgent returns the agent regardless of permissions
+        // Permission checks are handled at the route level via middleware
+        expect(result).toBeTruthy();
+        expect(result.id).toBe(agentId);
+        expect(result.name).toBe('Project Agent');
       });
     });
   });
@@ -1777,7 +1806,7 @@ describe('models/Agent', () => {
       const mongoUri = mongoServer.getUri();
       Agent = mongoose.models.Agent || mongoose.model('Agent', agentSchema);
       await mongoose.connect(mongoUri);
-    }, 20000);
+    });
 
     afterAll(async () => {
       await mongoose.disconnect();
@@ -2329,7 +2358,7 @@ describe('models/Agent', () => {
       const mongoUri = mongoServer.getUri();
       Agent = mongoose.models.Agent || mongoose.model('Agent', agentSchema);
       await mongoose.connect(mongoUri);
-    }, 20000);
+    });
 
     afterAll(async () => {
       await mongoose.disconnect();
@@ -2379,18 +2408,11 @@ describe('models/Agent', () => {
         agent_ids: ['agent1', 'agent2'],
       });
 
-      const updatedAgent = await updateAgent(
-        { id: agentId },
-        { agent_ids: ['agent1', 'agent2', 'agent3'] },
-      );
-      expect(updatedAgent.versions).toHaveLength(2);
+      await updateAgent({ id: agentId }, { agent_ids: ['agent1', 'agent2', 'agent3'] });
 
-      // Update with same agent_ids should succeed but not create a new version
-      const duplicateUpdate = await updateAgent(
-        { id: agentId },
-        { agent_ids: ['agent1', 'agent2', 'agent3'] },
-      );
-      expect(duplicateUpdate.versions).toHaveLength(2); // No new version created
+      await expect(
+        updateAgent({ id: agentId }, { agent_ids: ['agent1', 'agent2', 'agent3'] }),
+      ).rejects.toThrow('Duplicate version');
     });
 
     test('should handle agent_ids field alongside other fields', async () => {
@@ -2529,10 +2551,9 @@ describe('models/Agent', () => {
       expect(updated.versions).toHaveLength(2);
       expect(updated.agent_ids).toEqual([]);
 
-      // Update with same empty agent_ids should succeed but not create a new version
-      const duplicateUpdate = await updateAgent({ id: agentId }, { agent_ids: [] });
-      expect(duplicateUpdate.versions).toHaveLength(2); // No new version created
-      expect(duplicateUpdate.agent_ids).toEqual([]);
+      await expect(updateAgent({ id: agentId }, { agent_ids: [] })).rejects.toThrow(
+        'Duplicate version',
+      );
     });
 
     test('should handle agent without agent_ids field', async () => {

api/models/Conversation.js

@@ -1,6 +1,4 @@
 const { logger } = require('@librechat/data-schemas');
-const { createTempChatExpirationDate } = require('@librechat/api');
-const { getCustomConfig } = require('~/server/services/Config/getCustomConfig');
 const { getMessages, deleteMessages } = require('./Message');
 const { Conversation } = require('~/db/models');
 
@@ -100,15 +98,10 @@ module.exports = {
         update.conversationId = newConversationId;
       }
 
-      if (req?.body?.isTemporary) {
-        try {
-          const customConfig = await getCustomConfig();
-          update.expiredAt = createTempChatExpirationDate(customConfig);
-        } catch (err) {
-          logger.error('Error creating temporary chat expiration date:', err);
-          logger.info(`---\`saveConvo\` context: ${metadata?.context}`);
-          update.expiredAt = null;
-        }
+      if (req.body.isTemporary) {
+        const expiredAt = new Date();
+        expiredAt.setDate(expiredAt.getDate() + 30);
+        update.expiredAt = expiredAt;
       } else {
         update.expiredAt = null;
       }

api/models/Conversation.spec.js

@@ -1,572 +0,0 @@
-const mongoose = require('mongoose');
-const { v4: uuidv4 } = require('uuid');
-const { EModelEndpoint } = require('librechat-data-provider');
-const { MongoMemoryServer } = require('mongodb-memory-server');
-const {
-  deleteNullOrEmptyConversations,
-  searchConversation,
-  getConvosByCursor,
-  getConvosQueried,
-  getConvoFiles,
-  getConvoTitle,
-  deleteConvos,
-  saveConvo,
-  getConvo,
-} = require('./Conversation');
-jest.mock('~/server/services/Config/getCustomConfig');
-jest.mock('./Message');
-const { getCustomConfig } = require('~/server/services/Config/getCustomConfig');
-const { getMessages, deleteMessages } = require('./Message');
-
-const { Conversation } = require('~/db/models');
-
-describe('Conversation Operations', () => {
-  let mongoServer;
-  let mockReq;
-  let mockConversationData;
-
-  beforeAll(async () => {
-    mongoServer = await MongoMemoryServer.create();
-    const mongoUri = mongoServer.getUri();
-    await mongoose.connect(mongoUri);
-  });
-
-  afterAll(async () => {
-    await mongoose.disconnect();
-    await mongoServer.stop();
-  });
-
-  beforeEach(async () => {
-    // Clear database
-    await Conversation.deleteMany({});
-
-    // Reset mocks
-    jest.clearAllMocks();
-
-    // Default mock implementations
-    getMessages.mockResolvedValue([]);
-    deleteMessages.mockResolvedValue({ deletedCount: 0 });
-
-    mockReq = {
-      user: { id: 'user123' },
-      body: {},
-    };
-
-    mockConversationData = {
-      conversationId: uuidv4(),
-      title: 'Test Conversation',
-      endpoint: EModelEndpoint.openAI,
-    };
-  });
-
-  describe('saveConvo', () => {
-    it('should save a conversation for an authenticated user', async () => {
-      const result = await saveConvo(mockReq, mockConversationData);
-
-      expect(result.conversationId).toBe(mockConversationData.conversationId);
-      expect(result.user).toBe('user123');
-      expect(result.title).toBe('Test Conversation');
-      expect(result.endpoint).toBe(EModelEndpoint.openAI);
-
-      // Verify the conversation was actually saved to the database
-      const savedConvo = await Conversation.findOne({
-        conversationId: mockConversationData.conversationId,
-        user: 'user123',
-      });
-      expect(savedConvo).toBeTruthy();
-      expect(savedConvo.title).toBe('Test Conversation');
-    });
-
-    it('should query messages when saving a conversation', async () => {
-      // Mock messages as ObjectIds
-      const mongoose = require('mongoose');
-      const mockMessages = [new mongoose.Types.ObjectId(), new mongoose.Types.ObjectId()];
-      getMessages.mockResolvedValue(mockMessages);
-
-      await saveConvo(mockReq, mockConversationData);
-
-      // Verify that getMessages was called with correct parameters
-      expect(getMessages).toHaveBeenCalledWith(
-        { conversationId: mockConversationData.conversationId },
-        '_id',
-      );
-    });
-
-    it('should handle newConversationId when provided', async () => {
-      const newConversationId = uuidv4();
-      const result = await saveConvo(mockReq, {
-        ...mockConversationData,
-        newConversationId,
-      });
-
-      expect(result.conversationId).toBe(newConversationId);
-    });
-
-    it('should handle unsetFields metadata', async () => {
-      const metadata = {
-        unsetFields: { someField: 1 },
-      };
-
-      await saveConvo(mockReq, mockConversationData, metadata);
-
-      const savedConvo = await Conversation.findOne({
-        conversationId: mockConversationData.conversationId,
-      });
-      expect(savedConvo.someField).toBeUndefined();
-    });
-  });
-
-  describe('isTemporary conversation handling', () => {
-    it('should save a conversation with expiredAt when isTemporary is true', async () => {
-      // Mock custom config with 24 hour retention
-      getCustomConfig.mockResolvedValue({
-        interface: {
-          temporaryChatRetention: 24,
-        },
-      });
-
-      mockReq.body = { isTemporary: true };
-
-      const beforeSave = new Date();
-      const result = await saveConvo(mockReq, mockConversationData);
-      const afterSave = new Date();
-
-      expect(result.conversationId).toBe(mockConversationData.conversationId);
-      expect(result.expiredAt).toBeDefined();
-      expect(result.expiredAt).toBeInstanceOf(Date);
-
-      // Verify expiredAt is approximately 24 hours in the future
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 24 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        new Date(afterSave.getTime() + 24 * 60 * 60 * 1000 + 1000).getTime(),
-      );
-    });
-
-    it('should save a conversation without expiredAt when isTemporary is false', async () => {
-      mockReq.body = { isTemporary: false };
-
-      const result = await saveConvo(mockReq, mockConversationData);
-
-      expect(result.conversationId).toBe(mockConversationData.conversationId);
-      expect(result.expiredAt).toBeNull();
-    });
-
-    it('should save a conversation without expiredAt when isTemporary is not provided', async () => {
-      // No isTemporary in body
-      mockReq.body = {};
-
-      const result = await saveConvo(mockReq, mockConversationData);
-
-      expect(result.conversationId).toBe(mockConversationData.conversationId);
-      expect(result.expiredAt).toBeNull();
-    });
-
-    it('should use custom retention period from config', async () => {
-      // Mock custom config with 48 hour retention
-      getCustomConfig.mockResolvedValue({
-        interface: {
-          temporaryChatRetention: 48,
-        },
-      });
-
-      mockReq.body = { isTemporary: true };
-
-      const beforeSave = new Date();
-      const result = await saveConvo(mockReq, mockConversationData);
-
-      expect(result.expiredAt).toBeDefined();
-
-      // Verify expiredAt is approximately 48 hours in the future
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 48 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        expectedExpirationTime.getTime() + 1000,
-      );
-    });
-
-    it('should handle minimum retention period (1 hour)', async () => {
-      // Mock custom config with less than minimum retention
-      getCustomConfig.mockResolvedValue({
-        interface: {
-          temporaryChatRetention: 0.5, // Half hour - should be clamped to 1 hour
-        },
-      });
-
-      mockReq.body = { isTemporary: true };
-
-      const beforeSave = new Date();
-      const result = await saveConvo(mockReq, mockConversationData);
-
-      expect(result.expiredAt).toBeDefined();
-
-      // Verify expiredAt is approximately 1 hour in the future (minimum)
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 1 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        expectedExpirationTime.getTime() + 1000,
-      );
-    });
-
-    it('should handle maximum retention period (8760 hours)', async () => {
-      // Mock custom config with more than maximum retention
-      getCustomConfig.mockResolvedValue({
-        interface: {
-          temporaryChatRetention: 10000, // Should be clamped to 8760 hours
-        },
-      });
-
-      mockReq.body = { isTemporary: true };
-
-      const beforeSave = new Date();
-      const result = await saveConvo(mockReq, mockConversationData);
-
-      expect(result.expiredAt).toBeDefined();
-
-      // Verify expiredAt is approximately 8760 hours (1 year) in the future
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 8760 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        expectedExpirationTime.getTime() + 1000,
-      );
-    });
-
-    it('should handle getCustomConfig errors gracefully', async () => {
-      // Mock getCustomConfig to throw an error
-      getCustomConfig.mockRejectedValue(new Error('Config service unavailable'));
-
-      mockReq.body = { isTemporary: true };
-
-      const result = await saveConvo(mockReq, mockConversationData);
-
-      // Should still save the conversation but with expiredAt as null
-      expect(result.conversationId).toBe(mockConversationData.conversationId);
-      expect(result.expiredAt).toBeNull();
-    });
-
-    it('should use default retention when config is not provided', async () => {
-      // Mock getCustomConfig to return empty config
-      getCustomConfig.mockResolvedValue({});
-
-      mockReq.body = { isTemporary: true };
-
-      const beforeSave = new Date();
-      const result = await saveConvo(mockReq, mockConversationData);
-
-      expect(result.expiredAt).toBeDefined();
-
-      // Default retention is 30 days (720 hours)
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 30 * 24 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        expectedExpirationTime.getTime() + 1000,
-      );
-    });
-
-    it('should update expiredAt when saving existing temporary conversation', async () => {
-      // First save a temporary conversation
-      getCustomConfig.mockResolvedValue({
-        interface: {
-          temporaryChatRetention: 24,
-        },
-      });
-
-      mockReq.body = { isTemporary: true };
-      const firstSave = await saveConvo(mockReq, mockConversationData);
-      const originalExpiredAt = firstSave.expiredAt;
-
-      // Wait a bit to ensure time difference
-      await new Promise((resolve) => setTimeout(resolve, 100));
-
-      // Save again with same conversationId but different title
-      const updatedData = { ...mockConversationData, title: 'Updated Title' };
-      const secondSave = await saveConvo(mockReq, updatedData);
-
-      // Should update title and create new expiredAt
-      expect(secondSave.title).toBe('Updated Title');
-      expect(secondSave.expiredAt).toBeDefined();
-      expect(new Date(secondSave.expiredAt).getTime()).toBeGreaterThan(
-        new Date(originalExpiredAt).getTime(),
-      );
-    });
-
-    it('should not set expiredAt when updating non-temporary conversation', async () => {
-      // First save a non-temporary conversation
-      mockReq.body = { isTemporary: false };
-      const firstSave = await saveConvo(mockReq, mockConversationData);
-      expect(firstSave.expiredAt).toBeNull();
-
-      // Update without isTemporary flag
-      mockReq.body = {};
-      const updatedData = { ...mockConversationData, title: 'Updated Title' };
-      const secondSave = await saveConvo(mockReq, updatedData);
-
-      expect(secondSave.title).toBe('Updated Title');
-      expect(secondSave.expiredAt).toBeNull();
-    });
-
-    it('should filter out expired conversations in getConvosByCursor', async () => {
-      // Create some test conversations
-      const nonExpiredConvo = await Conversation.create({
-        conversationId: uuidv4(),
-        user: 'user123',
-        title: 'Non-expired',
-        endpoint: EModelEndpoint.openAI,
-        expiredAt: null,
-        updatedAt: new Date(),
-      });
-
-      await Conversation.create({
-        conversationId: uuidv4(),
-        user: 'user123',
-        title: 'Future expired',
-        endpoint: EModelEndpoint.openAI,
-        expiredAt: new Date(Date.now() + 24 * 60 * 60 * 1000), // 24 hours from now
-        updatedAt: new Date(),
-      });
-
-      // Mock Meili search
-      Conversation.meiliSearch = jest.fn().mockResolvedValue({ hits: [] });
-
-      const result = await getConvosByCursor('user123');
-
-      // Should only return conversations with null or non-existent expiredAt
-      expect(result.conversations).toHaveLength(1);
-      expect(result.conversations[0].conversationId).toBe(nonExpiredConvo.conversationId);
-    });
-
-    it('should filter out expired conversations in getConvosQueried', async () => {
-      // Create test conversations
-      const nonExpiredConvo = await Conversation.create({
-        conversationId: uuidv4(),
-        user: 'user123',
-        title: 'Non-expired',
-        endpoint: EModelEndpoint.openAI,
-        expiredAt: null,
-      });
-
-      const expiredConvo = await Conversation.create({
-        conversationId: uuidv4(),
-        user: 'user123',
-        title: 'Expired',
-        endpoint: EModelEndpoint.openAI,
-        expiredAt: new Date(Date.now() + 24 * 60 * 60 * 1000),
-      });
-
-      const convoIds = [
-        { conversationId: nonExpiredConvo.conversationId },
-        { conversationId: expiredConvo.conversationId },
-      ];
-
-      const result = await getConvosQueried('user123', convoIds);
-
-      // Should only return the non-expired conversation
-      expect(result.conversations).toHaveLength(1);
-      expect(result.conversations[0].conversationId).toBe(nonExpiredConvo.conversationId);
-      expect(result.convoMap[nonExpiredConvo.conversationId]).toBeDefined();
-      expect(result.convoMap[expiredConvo.conversationId]).toBeUndefined();
-    });
-  });
-
-  describe('searchConversation', () => {
-    it('should find a conversation by conversationId', async () => {
-      await Conversation.create({
-        conversationId: mockConversationData.conversationId,
-        user: 'user123',
-        title: 'Test',
-        endpoint: EModelEndpoint.openAI,
-      });
-
-      const result = await searchConversation(mockConversationData.conversationId);
-
-      expect(result).toBeTruthy();
-      expect(result.conversationId).toBe(mockConversationData.conversationId);
-      expect(result.user).toBe('user123');
-      expect(result.title).toBeUndefined(); // Only returns conversationId and user
-    });
-
-    it('should return null if conversation not found', async () => {
-      const result = await searchConversation('non-existent-id');
-      expect(result).toBeNull();
-    });
-  });
-
-  describe('getConvo', () => {
-    it('should retrieve a conversation for a user', async () => {
-      await Conversation.create({
-        conversationId: mockConversationData.conversationId,
-        user: 'user123',
-        title: 'Test Conversation',
-        endpoint: EModelEndpoint.openAI,
-      });
-
-      const result = await getConvo('user123', mockConversationData.conversationId);
-
-      expect(result.conversationId).toBe(mockConversationData.conversationId);
-      expect(result.user).toBe('user123');
-      expect(result.title).toBe('Test Conversation');
-    });
-
-    it('should return null if conversation not found', async () => {
-      const result = await getConvo('user123', 'non-existent-id');
-      expect(result).toBeNull();
-    });
-  });
-
-  describe('getConvoTitle', () => {
-    it('should return the conversation title', async () => {
-      await Conversation.create({
-        conversationId: mockConversationData.conversationId,
-        user: 'user123',
-        title: 'Test Title',
-        endpoint: EModelEndpoint.openAI,
-      });
-
-      const result = await getConvoTitle('user123', mockConversationData.conversationId);
-      expect(result).toBe('Test Title');
-    });
-
-    it('should return null if conversation has no title', async () => {
-      await Conversation.create({
-        conversationId: mockConversationData.conversationId,
-        user: 'user123',
-        title: null,
-        endpoint: EModelEndpoint.openAI,
-      });
-
-      const result = await getConvoTitle('user123', mockConversationData.conversationId);
-      expect(result).toBeNull();
-    });
-
-    it('should return "New Chat" if conversation not found', async () => {
-      const result = await getConvoTitle('user123', 'non-existent-id');
-      expect(result).toBe('New Chat');
-    });
-  });
-
-  describe('getConvoFiles', () => {
-    it('should return conversation files', async () => {
-      const files = ['file1', 'file2'];
-      await Conversation.create({
-        conversationId: mockConversationData.conversationId,
-        user: 'user123',
-        endpoint: EModelEndpoint.openAI,
-        files,
-      });
-
-      const result = await getConvoFiles(mockConversationData.conversationId);
-      expect(result).toEqual(files);
-    });
-
-    it('should return empty array if no files', async () => {
-      await Conversation.create({
-        conversationId: mockConversationData.conversationId,
-        user: 'user123',
-        endpoint: EModelEndpoint.openAI,
-      });
-
-      const result = await getConvoFiles(mockConversationData.conversationId);
-      expect(result).toEqual([]);
-    });
-
-    it('should return empty array if conversation not found', async () => {
-      const result = await getConvoFiles('non-existent-id');
-      expect(result).toEqual([]);
-    });
-  });
-
-  describe('deleteConvos', () => {
-    it('should delete conversations and associated messages', async () => {
-      await Conversation.create({
-        conversationId: mockConversationData.conversationId,
-        user: 'user123',
-        title: 'To Delete',
-        endpoint: EModelEndpoint.openAI,
-      });
-
-      deleteMessages.mockResolvedValue({ deletedCount: 5 });
-
-      const result = await deleteConvos('user123', {
-        conversationId: mockConversationData.conversationId,
-      });
-
-      expect(result.deletedCount).toBe(1);
-      expect(result.messages.deletedCount).toBe(5);
-      expect(deleteMessages).toHaveBeenCalledWith({
-        conversationId: { $in: [mockConversationData.conversationId] },
-      });
-
-      // Verify conversation was deleted
-      const deletedConvo = await Conversation.findOne({
-        conversationId: mockConversationData.conversationId,
-      });
-      expect(deletedConvo).toBeNull();
-    });
-
-    it('should throw error if no conversations found', async () => {
-      await expect(deleteConvos('user123', { conversationId: 'non-existent' })).rejects.toThrow(
-        'Conversation not found or already deleted.',
-      );
-    });
-  });
-
-  describe('deleteNullOrEmptyConversations', () => {
-    it('should delete conversations with null, empty, or missing conversationIds', async () => {
-      // Since conversationId is required by the schema, we can't create documents with null/missing IDs
-      // This test should verify the function works when such documents exist (e.g., from data corruption)
-
-      // For this test, let's create a valid conversation and verify the function doesn't delete it
-      await Conversation.create({
-        conversationId: mockConversationData.conversationId,
-        user: 'user4',
-        endpoint: EModelEndpoint.openAI,
-      });
-
-      deleteMessages.mockResolvedValue({ deletedCount: 0 });
-
-      const result = await deleteNullOrEmptyConversations();
-
-      expect(result.conversations.deletedCount).toBe(0); // No invalid conversations to delete
-      expect(result.messages.deletedCount).toBe(0);
-
-      // Verify valid conversation remains
-      const remainingConvos = await Conversation.find({});
-      expect(remainingConvos).toHaveLength(1);
-      expect(remainingConvos[0].conversationId).toBe(mockConversationData.conversationId);
-    });
-  });
-
-  describe('Error Handling', () => {
-    it('should handle database errors in saveConvo', async () => {
-      // Force a database error by disconnecting
-      await mongoose.disconnect();
-
-      const result = await saveConvo(mockReq, mockConversationData);
-
-      expect(result).toEqual({ message: 'Error saving conversation' });
-
-      // Reconnect for other tests
-      await mongoose.connect(mongoServer.getUri());
-    });
-  });
-});

api/models/File.js

@@ -1,7 +1,5 @@
 const { logger } = require('@librechat/data-schemas');
-const { EToolResources, FileContext, Constants } = require('librechat-data-provider');
-const { getProjectByName } = require('./Project');
-const { getAgent } = require('./Agent');
+const { EToolResources } = require('librechat-data-provider');
 const { File } = require('~/db/models');
 
 /**
@@ -14,124 +12,17 @@ const findFileById = async (file_id, options = {}) => {
   return await File.findOne({ file_id, ...options }).lean();
 };
 
-/**
- * Checks if a user has access to multiple files through a shared agent (batch operation)
- * @param {string} userId - The user ID to check access for
- * @param {string[]} fileIds - Array of file IDs to check
- * @param {string} agentId - The agent ID that might grant access
- * @returns {Promise<Map<string, boolean>>} Map of fileId to access status
- */
-const hasAccessToFilesViaAgent = async (userId, fileIds, agentId, checkCollaborative = true) => {
-  const accessMap = new Map();
-
-  // Initialize all files as no access
-  fileIds.forEach((fileId) => accessMap.set(fileId, false));
-
-  try {
-    const agent = await getAgent({ id: agentId });
-
-    if (!agent) {
-      return accessMap;
-    }
-
-    // Check if user is the author - if so, grant access to all files
-    if (agent.author.toString() === userId) {
-      fileIds.forEach((fileId) => accessMap.set(fileId, true));
-      return accessMap;
-    }
-
-    // Check if agent is shared with the user via projects
-    if (!agent.projectIds || agent.projectIds.length === 0) {
-      return accessMap;
-    }
-
-    // Check if agent is in global project
-    const globalProject = await getProjectByName(Constants.GLOBAL_PROJECT_NAME, '_id');
-    if (
-      !globalProject ||
-      !agent.projectIds.some((pid) => pid.toString() === globalProject._id.toString())
-    ) {
-      return accessMap;
-    }
-
-    // Agent is globally shared - check if it's collaborative
-    if (checkCollaborative && !agent.isCollaborative) {
-      return accessMap;
-    }
-
-    // Check which files are actually attached
-    const attachedFileIds = new Set();
-    if (agent.tool_resources) {
-      for (const [_resourceType, resource] of Object.entries(agent.tool_resources)) {
-        if (resource?.file_ids && Array.isArray(resource.file_ids)) {
-          resource.file_ids.forEach((fileId) => attachedFileIds.add(fileId));
-        }
-      }
-    }
-
-    // Grant access only to files that are attached to this agent
-    fileIds.forEach((fileId) => {
-      if (attachedFileIds.has(fileId)) {
-        accessMap.set(fileId, true);
-      }
-    });
-
-    return accessMap;
-  } catch (error) {
-    logger.error('[hasAccessToFilesViaAgent] Error checking file access:', error);
-    return accessMap;
-  }
-};
-
 /**
  * Retrieves files matching a given filter, sorted by the most recently updated.
  * @param {Object} filter - The filter criteria to apply.
  * @param {Object} [_sortOptions] - Optional sort parameters.
  * @param {Object|String} [selectFields={ text: 0 }] - Fields to include/exclude in the query results.
  *                                                   Default excludes the 'text' field.
- * @param {Object} [options] - Additional options
- * @param {string} [options.userId] - User ID for access control
- * @param {string} [options.agentId] - Agent ID that might grant access to files
  * @returns {Promise<Array<MongoFile>>} A promise that resolves to an array of file documents.
  */
-const getFiles = async (filter, _sortOptions, selectFields = { text: 0 }, options = {}) => {
+const getFiles = async (filter, _sortOptions, selectFields = { text: 0 }) => {
   const sortOptions = { updatedAt: -1, ..._sortOptions };
-  const files = await File.find(filter).select(selectFields).sort(sortOptions).lean();
-
-  // If userId and agentId are provided, filter files based on access
-  if (options.userId && options.agentId) {
-    // Collect file IDs that need access check
-    const filesToCheck = [];
-    const ownedFiles = [];
-
-    for (const file of files) {
-      if (file.user && file.user.toString() === options.userId) {
-        ownedFiles.push(file);
-      } else {
-        filesToCheck.push(file);
-      }
-    }
-
-    if (filesToCheck.length === 0) {
-      return ownedFiles;
-    }
-
-    // Batch check access for all non-owned files
-    const fileIds = filesToCheck.map((f) => f.file_id);
-    const accessMap = await hasAccessToFilesViaAgent(
-      options.userId,
-      fileIds,
-      options.agentId,
-      false,
-    );
-
-    // Filter files based on access
-    const accessibleFiles = filesToCheck.filter((file) => accessMap.get(file.file_id));
-
-    return [...ownedFiles, ...accessibleFiles];
-  }
-
-  return files;
+  return await File.find(filter).select(selectFields).sort(sortOptions).lean();
 };
 
 /**
@@ -141,19 +32,19 @@ const getFiles = async (filter, _sortOptions, selectFields = { text: 0 }, option
  * @returns {Promise<Array<MongoFile>>} Files that match the criteria
  */
 const getToolFilesByIds = async (fileIds, toolResourceSet) => {
-  if (!fileIds || !fileIds.length || !toolResourceSet?.size) {
+  if (!fileIds || !fileIds.length) {
     return [];
   }
 
   try {
     const filter = {
       file_id: { $in: fileIds },
-      $or: [],
     };
 
-    if (toolResourceSet.has(EToolResources.ocr)) {
-      filter.$or.push({ text: { $exists: true, $ne: null }, context: FileContext.agents });
+    if (toolResourceSet.size) {
+      filter.$or = [];
     }
+
     if (toolResourceSet.has(EToolResources.file_search)) {
       filter.$or.push({ embedded: true });
     }
@@ -285,5 +176,4 @@ module.exports = {
   deleteFiles,
   deleteFileByFilter,
   batchUpdateFiles,
-  hasAccessToFilesViaAgent,
 };

api/models/File.spec.js

@@ -1,264 +0,0 @@
-const mongoose = require('mongoose');
-const { v4: uuidv4 } = require('uuid');
-const { fileSchema } = require('@librechat/data-schemas');
-const { agentSchema } = require('@librechat/data-schemas');
-const { projectSchema } = require('@librechat/data-schemas');
-const { MongoMemoryServer } = require('mongodb-memory-server');
-const { GLOBAL_PROJECT_NAME } = require('librechat-data-provider').Constants;
-const { getFiles, createFile } = require('./File');
-const { getProjectByName } = require('./Project');
-const { createAgent } = require('./Agent');
-
-let File;
-let Agent;
-let Project;
-
-describe('File Access Control', () => {
-  let mongoServer;
-
-  beforeAll(async () => {
-    mongoServer = await MongoMemoryServer.create();
-    const mongoUri = mongoServer.getUri();
-    File = mongoose.models.File || mongoose.model('File', fileSchema);
-    Agent = mongoose.models.Agent || mongoose.model('Agent', agentSchema);
-    Project = mongoose.models.Project || mongoose.model('Project', projectSchema);
-    await mongoose.connect(mongoUri);
-  });
-
-  afterAll(async () => {
-    await mongoose.disconnect();
-    await mongoServer.stop();
-  });
-
-  beforeEach(async () => {
-    await File.deleteMany({});
-    await Agent.deleteMany({});
-    await Project.deleteMany({});
-  });
-
-  describe('hasAccessToFilesViaAgent', () => {
-    it('should efficiently check access for multiple files at once', async () => {
-      const userId = new mongoose.Types.ObjectId().toString();
-      const authorId = new mongoose.Types.ObjectId().toString();
-      const agentId = uuidv4();
-      const fileIds = [uuidv4(), uuidv4(), uuidv4(), uuidv4()];
-
-      // Create files
-      for (const fileId of fileIds) {
-        await createFile({
-          user: authorId,
-          file_id: fileId,
-          filename: `file-${fileId}.txt`,
-          filepath: `/uploads/${fileId}`,
-        });
-      }
-
-      // Create agent with only first two files attached
-      await createAgent({
-        id: agentId,
-        name: 'Test Agent',
-        author: authorId,
-        model: 'gpt-4',
-        provider: 'openai',
-        isCollaborative: true,
-        tool_resources: {
-          file_search: {
-            file_ids: [fileIds[0], fileIds[1]],
-          },
-        },
-      });
-
-      // Get or create global project
-      const globalProject = await getProjectByName(GLOBAL_PROJECT_NAME, '_id');
-
-      // Share agent globally
-      await Agent.updateOne({ id: agentId }, { $push: { projectIds: globalProject._id } });
-
-      // Check access for all files
-      const { hasAccessToFilesViaAgent } = require('./File');
-      const accessMap = await hasAccessToFilesViaAgent(userId, fileIds, agentId);
-
-      // Should have access only to the first two files
-      expect(accessMap.get(fileIds[0])).toBe(true);
-      expect(accessMap.get(fileIds[1])).toBe(true);
-      expect(accessMap.get(fileIds[2])).toBe(false);
-      expect(accessMap.get(fileIds[3])).toBe(false);
-    });
-
-    it('should grant access to all files when user is the agent author', async () => {
-      const authorId = new mongoose.Types.ObjectId().toString();
-      const agentId = uuidv4();
-      const fileIds = [uuidv4(), uuidv4(), uuidv4()];
-
-      // Create agent
-      await createAgent({
-        id: agentId,
-        name: 'Test Agent',
-        author: authorId,
-        model: 'gpt-4',
-        provider: 'openai',
-        tool_resources: {
-          file_search: {
-            file_ids: [fileIds[0]], // Only one file attached
-          },
-        },
-      });
-
-      // Check access as the author
-      const { hasAccessToFilesViaAgent } = require('./File');
-      const accessMap = await hasAccessToFilesViaAgent(authorId, fileIds, agentId);
-
-      // Author should have access to all files
-      expect(accessMap.get(fileIds[0])).toBe(true);
-      expect(accessMap.get(fileIds[1])).toBe(true);
-      expect(accessMap.get(fileIds[2])).toBe(true);
-    });
-
-    it('should handle non-existent agent gracefully', async () => {
-      const userId = new mongoose.Types.ObjectId().toString();
-      const fileIds = [uuidv4(), uuidv4()];
-
-      const { hasAccessToFilesViaAgent } = require('./File');
-      const accessMap = await hasAccessToFilesViaAgent(userId, fileIds, 'non-existent-agent');
-
-      // Should have no access to any files
-      expect(accessMap.get(fileIds[0])).toBe(false);
-      expect(accessMap.get(fileIds[1])).toBe(false);
-    });
-
-    it('should deny access when agent is not collaborative', async () => {
-      const userId = new mongoose.Types.ObjectId().toString();
-      const authorId = new mongoose.Types.ObjectId().toString();
-      const agentId = uuidv4();
-      const fileIds = [uuidv4(), uuidv4()];
-
-      // Create agent with files but isCollaborative: false
-      await createAgent({
-        id: agentId,
-        name: 'Non-Collaborative Agent',
-        author: authorId,
-        model: 'gpt-4',
-        provider: 'openai',
-        isCollaborative: false,
-        tool_resources: {
-          file_search: {
-            file_ids: fileIds,
-          },
-        },
-      });
-
-      // Get or create global project
-      const globalProject = await getProjectByName(GLOBAL_PROJECT_NAME, '_id');
-
-      // Share agent globally
-      await Agent.updateOne({ id: agentId }, { $push: { projectIds: globalProject._id } });
-
-      // Check access for files
-      const { hasAccessToFilesViaAgent } = require('./File');
-      const accessMap = await hasAccessToFilesViaAgent(userId, fileIds, agentId);
-
-      // Should have no access to any files when isCollaborative is false
-      expect(accessMap.get(fileIds[0])).toBe(false);
-      expect(accessMap.get(fileIds[1])).toBe(false);
-    });
-  });
-
-  describe('getFiles with agent access control', () => {
-    test('should return files owned by user and files accessible through agent', async () => {
-      const authorId = new mongoose.Types.ObjectId();
-      const userId = new mongoose.Types.ObjectId();
-      const agentId = `agent_${uuidv4()}`;
-      const ownedFileId = `file_${uuidv4()}`;
-      const sharedFileId = `file_${uuidv4()}`;
-      const inaccessibleFileId = `file_${uuidv4()}`;
-
-      // Create/get global project using getProjectByName which will upsert
-      const globalProject = await getProjectByName(GLOBAL_PROJECT_NAME);
-
-      // Create agent with shared file
-      await createAgent({
-        id: agentId,
-        name: 'Shared Agent',
-        provider: 'test',
-        model: 'test-model',
-        author: authorId,
-        projectIds: [globalProject._id],
-        isCollaborative: true,
-        tool_resources: {
-          file_search: {
-            file_ids: [sharedFileId],
-          },
-        },
-      });
-
-      // Create files
-      await createFile({
-        file_id: ownedFileId,
-        user: userId,
-        filename: 'owned.txt',
-        filepath: '/uploads/owned.txt',
-        type: 'text/plain',
-        bytes: 100,
-      });
-
-      await createFile({
-        file_id: sharedFileId,
-        user: authorId,
-        filename: 'shared.txt',
-        filepath: '/uploads/shared.txt',
-        type: 'text/plain',
-        bytes: 200,
-        embedded: true,
-      });
-
-      await createFile({
-        file_id: inaccessibleFileId,
-        user: authorId,
-        filename: 'inaccessible.txt',
-        filepath: '/uploads/inaccessible.txt',
-        type: 'text/plain',
-        bytes: 300,
-      });
-
-      // Get files with access control
-      const files = await getFiles(
-        { file_id: { $in: [ownedFileId, sharedFileId, inaccessibleFileId] } },
-        null,
-        { text: 0 },
-        { userId: userId.toString(), agentId },
-      );
-
-      expect(files).toHaveLength(2);
-      expect(files.map((f) => f.file_id)).toContain(ownedFileId);
-      expect(files.map((f) => f.file_id)).toContain(sharedFileId);
-      expect(files.map((f) => f.file_id)).not.toContain(inaccessibleFileId);
-    });
-
-    test('should return all files when no userId/agentId provided', async () => {
-      const userId = new mongoose.Types.ObjectId();
-      const fileId1 = `file_${uuidv4()}`;
-      const fileId2 = `file_${uuidv4()}`;
-
-      await createFile({
-        file_id: fileId1,
-        user: userId,
-        filename: 'file1.txt',
-        filepath: '/uploads/file1.txt',
-        type: 'text/plain',
-        bytes: 100,
-      });
-
-      await createFile({
-        file_id: fileId2,
-        user: new mongoose.Types.ObjectId(),
-        filename: 'file2.txt',
-        filepath: '/uploads/file2.txt',
-        type: 'text/plain',
-        bytes: 200,
-      });
-
-      const files = await getFiles({ file_id: { $in: [fileId1, fileId2] } });
-      expect(files).toHaveLength(2);
-    });
-  });
-});

api/models/Message.js

@@ -1,7 +1,5 @@
 const { z } = require('zod');
 const { logger } = require('@librechat/data-schemas');
-const { createTempChatExpirationDate } = require('@librechat/api');
-const { getCustomConfig } = require('~/server/services/Config/getCustomConfig');
 const { Message } = require('~/db/models');
 
 const idSchema = z.string().uuid();
@@ -56,14 +54,9 @@ async function saveMessage(req, params, metadata) {
     };
 
     if (req?.body?.isTemporary) {
-      try {
-        const customConfig = await getCustomConfig();
-        update.expiredAt = createTempChatExpirationDate(customConfig);
-      } catch (err) {
-        logger.error('Error creating temporary chat expiration date:', err);
-        logger.info(`---\`saveMessage\` context: ${metadata?.context}`);
-        update.expiredAt = null;
-      }
+      const expiredAt = new Date();
+      expiredAt.setDate(expiredAt.getDate() + 30);
+      update.expiredAt = expiredAt;
     } else {
       update.expiredAt = null;
     }

api/models/Message.spec.js

@@ -1,21 +1,17 @@
 const mongoose = require('mongoose');
+const { MongoMemoryServer } = require('mongodb-memory-server');
 const { v4: uuidv4 } = require('uuid');
 const { messageSchema } = require('@librechat/data-schemas');
-const { MongoMemoryServer } = require('mongodb-memory-server');
 
 const {
   saveMessage,
   getMessages,
   updateMessage,
   deleteMessages,
-  bulkSaveMessages,
   updateMessageText,
   deleteMessagesSince,
 } = require('./Message');
 
-jest.mock('~/server/services/Config/getCustomConfig');
-const { getCustomConfig } = require('~/server/services/Config/getCustomConfig');
-
 /**
  * @type {import('mongoose').Model<import('@librechat/data-schemas').IMessage>}
  */
@@ -121,21 +117,21 @@ describe('Message Operations', () => {
       const conversationId = uuidv4();
 
       // Create multiple messages in the same conversation
-      await saveMessage(mockReq, {
+      const message1 = await saveMessage(mockReq, {
         messageId: 'msg1',
         conversationId,
         text: 'First message',
         user: 'user123',
       });
 
-      await saveMessage(mockReq, {
+      const message2 = await saveMessage(mockReq, {
         messageId: 'msg2',
         conversationId,
         text: 'Second message',
         user: 'user123',
       });
 
-      await saveMessage(mockReq, {
+      const message3 = await saveMessage(mockReq, {
         messageId: 'msg3',
         conversationId,
         text: 'Third message',
@@ -318,265 +314,4 @@ describe('Message Operations', () => {
       expect(messages[0].text).toBe('Victim message');
     });
   });
-
-  describe('isTemporary message handling', () => {
-    beforeEach(() => {
-      // Reset mocks before each test
-      jest.clearAllMocks();
-    });
-
-    it('should save a message with expiredAt when isTemporary is true', async () => {
-      // Mock custom config with 24 hour retention
-      getCustomConfig.mockResolvedValue({
-        interface: {
-          temporaryChatRetention: 24,
-        },
-      });
-
-      mockReq.body = { isTemporary: true };
-
-      const beforeSave = new Date();
-      const result = await saveMessage(mockReq, mockMessageData);
-      const afterSave = new Date();
-
-      expect(result.messageId).toBe('msg123');
-      expect(result.expiredAt).toBeDefined();
-      expect(result.expiredAt).toBeInstanceOf(Date);
-
-      // Verify expiredAt is approximately 24 hours in the future
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 24 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        new Date(afterSave.getTime() + 24 * 60 * 60 * 1000 + 1000).getTime(),
-      );
-    });
-
-    it('should save a message without expiredAt when isTemporary is false', async () => {
-      mockReq.body = { isTemporary: false };
-
-      const result = await saveMessage(mockReq, mockMessageData);
-
-      expect(result.messageId).toBe('msg123');
-      expect(result.expiredAt).toBeNull();
-    });
-
-    it('should save a message without expiredAt when isTemporary is not provided', async () => {
-      // No isTemporary in body
-      mockReq.body = {};
-
-      const result = await saveMessage(mockReq, mockMessageData);
-
-      expect(result.messageId).toBe('msg123');
-      expect(result.expiredAt).toBeNull();
-    });
-
-    it('should use custom retention period from config', async () => {
-      // Mock custom config with 48 hour retention
-      getCustomConfig.mockResolvedValue({
-        interface: {
-          temporaryChatRetention: 48,
-        },
-      });
-
-      mockReq.body = { isTemporary: true };
-
-      const beforeSave = new Date();
-      const result = await saveMessage(mockReq, mockMessageData);
-
-      expect(result.expiredAt).toBeDefined();
-
-      // Verify expiredAt is approximately 48 hours in the future
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 48 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        expectedExpirationTime.getTime() + 1000,
-      );
-    });
-
-    it('should handle minimum retention period (1 hour)', async () => {
-      // Mock custom config with less than minimum retention
-      getCustomConfig.mockResolvedValue({
-        interface: {
-          temporaryChatRetention: 0.5, // Half hour - should be clamped to 1 hour
-        },
-      });
-
-      mockReq.body = { isTemporary: true };
-
-      const beforeSave = new Date();
-      const result = await saveMessage(mockReq, mockMessageData);
-
-      expect(result.expiredAt).toBeDefined();
-
-      // Verify expiredAt is approximately 1 hour in the future (minimum)
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 1 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        expectedExpirationTime.getTime() + 1000,
-      );
-    });
-
-    it('should handle maximum retention period (8760 hours)', async () => {
-      // Mock custom config with more than maximum retention
-      getCustomConfig.mockResolvedValue({
-        interface: {
-          temporaryChatRetention: 10000, // Should be clamped to 8760 hours
-        },
-      });
-
-      mockReq.body = { isTemporary: true };
-
-      const beforeSave = new Date();
-      const result = await saveMessage(mockReq, mockMessageData);
-
-      expect(result.expiredAt).toBeDefined();
-
-      // Verify expiredAt is approximately 8760 hours (1 year) in the future
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 8760 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        expectedExpirationTime.getTime() + 1000,
-      );
-    });
-
-    it('should handle getCustomConfig errors gracefully', async () => {
-      // Mock getCustomConfig to throw an error
-      getCustomConfig.mockRejectedValue(new Error('Config service unavailable'));
-
-      mockReq.body = { isTemporary: true };
-
-      const result = await saveMessage(mockReq, mockMessageData);
-
-      // Should still save the message but with expiredAt as null
-      expect(result.messageId).toBe('msg123');
-      expect(result.expiredAt).toBeNull();
-    });
-
-    it('should use default retention when config is not provided', async () => {
-      // Mock getCustomConfig to return empty config
-      getCustomConfig.mockResolvedValue({});
-
-      mockReq.body = { isTemporary: true };
-
-      const beforeSave = new Date();
-      const result = await saveMessage(mockReq, mockMessageData);
-
-      expect(result.expiredAt).toBeDefined();
-
-      // Default retention is 30 days (720 hours)
-      const expectedExpirationTime = new Date(beforeSave.getTime() + 30 * 24 * 60 * 60 * 1000);
-      const actualExpirationTime = new Date(result.expiredAt);
-
-      expect(actualExpirationTime.getTime()).toBeGreaterThanOrEqual(
-        expectedExpirationTime.getTime() - 1000,
-      );
-      expect(actualExpirationTime.getTime()).toBeLessThanOrEqual(
-        expectedExpirationTime.getTime() + 1000,
-      );
-    });
-
-    it('should not update expiredAt on message update', async () => {
-      // First save a temporary message
-      getCustomConfig.mockResolvedValue({
-        interface: {
-          temporaryChatRetention: 24,
-        },
-      });
-
-      mockReq.body = { isTemporary: true };
-      const savedMessage = await saveMessage(mockReq, mockMessageData);
-      const originalExpiredAt = savedMessage.expiredAt;
-
-      // Now update the message without isTemporary flag
-      mockReq.body = {};
-      const updatedMessage = await updateMessage(mockReq, {
-        messageId: 'msg123',
-        text: 'Updated text',
-      });
-
-      // expiredAt should not be in the returned updated message object
-      expect(updatedMessage.expiredAt).toBeUndefined();
-
-      // Verify in database that expiredAt wasn't changed
-      const dbMessage = await Message.findOne({ messageId: 'msg123', user: 'user123' });
-      expect(dbMessage.expiredAt).toEqual(originalExpiredAt);
-    });
-
-    it('should preserve expiredAt when saving existing temporary message', async () => {
-      // First save a temporary message
-      getCustomConfig.mockResolvedValue({
-        interface: {
-          temporaryChatRetention: 24,
-        },
-      });
-
-      mockReq.body = { isTemporary: true };
-      const firstSave = await saveMessage(mockReq, mockMessageData);
-      const originalExpiredAt = firstSave.expiredAt;
-
-      // Wait a bit to ensure time difference
-      await new Promise((resolve) => setTimeout(resolve, 100));
-
-      // Save again with same messageId but different text
-      const updatedData = { ...mockMessageData, text: 'Updated text' };
-      const secondSave = await saveMessage(mockReq, updatedData);
-
-      // Should update text but create new expiredAt
-      expect(secondSave.text).toBe('Updated text');
-      expect(secondSave.expiredAt).toBeDefined();
-      expect(new Date(secondSave.expiredAt).getTime()).toBeGreaterThan(
-        new Date(originalExpiredAt).getTime(),
-      );
-    });
-
-    it('should handle bulk operations with temporary messages', async () => {
-      // This test verifies bulkSaveMessages doesn't interfere with expiredAt
-      const messages = [
-        {
-          messageId: 'bulk1',
-          conversationId: uuidv4(),
-          text: 'Bulk message 1',
-          user: 'user123',
-          expiredAt: new Date(Date.now() + 24 * 60 * 60 * 1000),
-        },
-        {
-          messageId: 'bulk2',
-          conversationId: uuidv4(),
-          text: 'Bulk message 2',
-          user: 'user123',
-          expiredAt: null,
-        },
-      ];
-
-      await bulkSaveMessages(messages);
-
-      const savedMessages = await Message.find({
-        messageId: { $in: ['bulk1', 'bulk2'] },
-      }).lean();
-
-      expect(savedMessages).toHaveLength(2);
-
-      const bulk1 = savedMessages.find((m) => m.messageId === 'bulk1');
-      const bulk2 = savedMessages.find((m) => m.messageId === 'bulk2');
-
-      expect(bulk1.expiredAt).toBeDefined();
-      expect(bulk2.expiredAt).toBeNull();
-    });
-  });
 });

api/models/tx.js

@@ -1,4 +1,4 @@
-const { matchModelName } = require('../utils/tokens');
+const { matchModelName } = require('../utils');
 const defaultRate = 6;
 
 /**
@@ -87,9 +87,6 @@ const tokenValues = Object.assign(
     'gpt-4.1': { prompt: 2, completion: 8 },
     'gpt-4.5': { prompt: 75, completion: 150 },
     'gpt-4o-mini': { prompt: 0.15, completion: 0.6 },
-    'gpt-5': { prompt: 1.25, completion: 10 },
-    'gpt-5-mini': { prompt: 0.25, completion: 2 },
-    'gpt-5-nano': { prompt: 0.05, completion: 0.4 },
     'gpt-4o': { prompt: 2.5, completion: 10 },
     'gpt-4o-2024-05-13': { prompt: 5, completion: 15 },
     'gpt-4-1106': { prompt: 10, completion: 30 },
@@ -138,11 +135,10 @@ const tokenValues = Object.assign(
     'grok-2-1212': { prompt: 2.0, completion: 10.0 },
     'grok-2-latest': { prompt: 2.0, completion: 10.0 },
     'grok-2': { prompt: 2.0, completion: 10.0 },
-    'grok-3-mini-fast': { prompt: 0.6, completion: 4 },
+    'grok-3-mini-fast': { prompt: 0.4, completion: 4 },
     'grok-3-mini': { prompt: 0.3, completion: 0.5 },
     'grok-3-fast': { prompt: 5.0, completion: 25.0 },
     'grok-3': { prompt: 3.0, completion: 15.0 },
-    'grok-4': { prompt: 3.0, completion: 15.0 },
     'grok-beta': { prompt: 5.0, completion: 15.0 },
     'mistral-large': { prompt: 2.0, completion: 6.0 },
     'pixtral-large': { prompt: 2.0, completion: 6.0 },
@@ -150,9 +146,6 @@ const tokenValues = Object.assign(
     codestral: { prompt: 0.3, completion: 0.9 },
     'ministral-8b': { prompt: 0.1, completion: 0.1 },
     'ministral-3b': { prompt: 0.04, completion: 0.04 },
-    // GPT-OSS models
-    'gpt-oss-20b': { prompt: 0.05, completion: 0.2 },
-    'gpt-oss-120b': { prompt: 0.15, completion: 0.6 },
   },
   bedrockValues,
 );
@@ -220,12 +213,6 @@ const getValueKey = (model, endpoint) => {
     return 'gpt-4.1';
   } else if (modelName.includes('gpt-4o-2024-05-13')) {
     return 'gpt-4o-2024-05-13';
-  } else if (modelName.includes('gpt-5-nano')) {
-    return 'gpt-5-nano';
-  } else if (modelName.includes('gpt-5-mini')) {
-    return 'gpt-5-mini';
-  } else if (modelName.includes('gpt-5')) {
-    return 'gpt-5';
   } else if (modelName.includes('gpt-4o-mini')) {
     return 'gpt-4o-mini';
   } else if (modelName.includes('gpt-4o')) {

api/models/tx.spec.js

@@ -25,14 +25,8 @@ describe('getValueKey', () => {
     expect(getValueKey('gpt-4-some-other-info')).toBe('8k');
   });
 
-  it('should return "gpt-5" for model name containing "gpt-5"', () => {
-    expect(getValueKey('gpt-5-some-other-info')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-2025-01-30')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-2025-01-30-0130')).toBe('gpt-5');
-    expect(getValueKey('openai/gpt-5')).toBe('gpt-5');
-    expect(getValueKey('openai/gpt-5-2025-01-30')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-turbo')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-0130')).toBe('gpt-5');
+  it('should return undefined for model names that do not match any known patterns', () => {
+    expect(getValueKey('gpt-5-some-other-info')).toBeUndefined();
   });
 
   it('should return "gpt-3.5-turbo-1106" for model name containing "gpt-3.5-turbo-1106"', () => {
@@ -90,29 +84,6 @@ describe('getValueKey', () => {
     expect(getValueKey('gpt-4.1-nano-0125')).toBe('gpt-4.1-nano');
   });
 
-  it('should return "gpt-5" for model type of "gpt-5"', () => {
-    expect(getValueKey('gpt-5-2025-01-30')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-2025-01-30-0130')).toBe('gpt-5');
-    expect(getValueKey('openai/gpt-5')).toBe('gpt-5');
-    expect(getValueKey('openai/gpt-5-2025-01-30')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-turbo')).toBe('gpt-5');
-    expect(getValueKey('gpt-5-0130')).toBe('gpt-5');
-  });
-
-  it('should return "gpt-5-mini" for model type of "gpt-5-mini"', () => {
-    expect(getValueKey('gpt-5-mini-2025-01-30')).toBe('gpt-5-mini');
-    expect(getValueKey('openai/gpt-5-mini')).toBe('gpt-5-mini');
-    expect(getValueKey('gpt-5-mini-0130')).toBe('gpt-5-mini');
-    expect(getValueKey('gpt-5-mini-2025-01-30-0130')).toBe('gpt-5-mini');
-  });
-
-  it('should return "gpt-5-nano" for model type of "gpt-5-nano"', () => {
-    expect(getValueKey('gpt-5-nano-2025-01-30')).toBe('gpt-5-nano');
-    expect(getValueKey('openai/gpt-5-nano')).toBe('gpt-5-nano');
-    expect(getValueKey('gpt-5-nano-0130')).toBe('gpt-5-nano');
-    expect(getValueKey('gpt-5-nano-2025-01-30-0130')).toBe('gpt-5-nano');
-  });
-
   it('should return "gpt-4o" for model type of "gpt-4o"', () => {
     expect(getValueKey('gpt-4o-2024-08-06')).toBe('gpt-4o');
     expect(getValueKey('gpt-4o-2024-08-06-0718')).toBe('gpt-4o');
@@ -236,48 +207,6 @@ describe('getMultiplier', () => {
     );
   });
 
-  it('should return the correct multiplier for gpt-5', () => {
-    const valueKey = getValueKey('gpt-5-2025-01-30');
-    expect(getMultiplier({ valueKey, tokenType: 'prompt' })).toBe(tokenValues['gpt-5'].prompt);
-    expect(getMultiplier({ valueKey, tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5'].completion,
-    );
-    expect(getMultiplier({ model: 'gpt-5-preview', tokenType: 'prompt' })).toBe(
-      tokenValues['gpt-5'].prompt,
-    );
-    expect(getMultiplier({ model: 'openai/gpt-5', tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5'].completion,
-    );
-  });
-
-  it('should return the correct multiplier for gpt-5-mini', () => {
-    const valueKey = getValueKey('gpt-5-mini-2025-01-30');
-    expect(getMultiplier({ valueKey, tokenType: 'prompt' })).toBe(tokenValues['gpt-5-mini'].prompt);
-    expect(getMultiplier({ valueKey, tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5-mini'].completion,
-    );
-    expect(getMultiplier({ model: 'gpt-5-mini-preview', tokenType: 'prompt' })).toBe(
-      tokenValues['gpt-5-mini'].prompt,
-    );
-    expect(getMultiplier({ model: 'openai/gpt-5-mini', tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5-mini'].completion,
-    );
-  });
-
-  it('should return the correct multiplier for gpt-5-nano', () => {
-    const valueKey = getValueKey('gpt-5-nano-2025-01-30');
-    expect(getMultiplier({ valueKey, tokenType: 'prompt' })).toBe(tokenValues['gpt-5-nano'].prompt);
-    expect(getMultiplier({ valueKey, tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5-nano'].completion,
-    );
-    expect(getMultiplier({ model: 'gpt-5-nano-preview', tokenType: 'prompt' })).toBe(
-      tokenValues['gpt-5-nano'].prompt,
-    );
-    expect(getMultiplier({ model: 'openai/gpt-5-nano', tokenType: 'completion' })).toBe(
-      tokenValues['gpt-5-nano'].completion,
-    );
-  });
-
   it('should return the correct multiplier for gpt-4o', () => {
     const valueKey = getValueKey('gpt-4o-2024-08-06');
     expect(getMultiplier({ valueKey, tokenType: 'prompt' })).toBe(tokenValues['gpt-4o'].prompt);
@@ -378,22 +307,10 @@ describe('getMultiplier', () => {
   });
 
   it('should return defaultRate if derived valueKey does not match any known patterns', () => {
-    expect(getMultiplier({ tokenType: 'prompt', model: 'gpt-10-some-other-info' })).toBe(
+    expect(getMultiplier({ tokenType: 'prompt', model: 'gpt-5-some-other-info' })).toBe(
       defaultRate,
     );
   });
-
-  it('should return correct multipliers for GPT-OSS models', () => {
-    const models = ['gpt-oss-20b', 'gpt-oss-120b'];
-    models.forEach((key) => {
-      const expectedPrompt = tokenValues[key].prompt;
-      const expectedCompletion = tokenValues[key].completion;
-      expect(getMultiplier({ valueKey: key, tokenType: 'prompt' })).toBe(expectedPrompt);
-      expect(getMultiplier({ valueKey: key, tokenType: 'completion' })).toBe(expectedCompletion);
-      expect(getMultiplier({ model: key, tokenType: 'prompt' })).toBe(expectedPrompt);
-      expect(getMultiplier({ model: key, tokenType: 'completion' })).toBe(expectedCompletion);
-    });
-  });
 });
 
 describe('AWS Bedrock Model Tests', () => {
@@ -719,15 +636,6 @@ describe('Grok Model Tests - Pricing', () => {
       );
     });
 
-    test('should return correct prompt and completion rates for Grok 4 model', () => {
-      expect(getMultiplier({ model: 'grok-4-0709', tokenType: 'prompt' })).toBe(
-        tokenValues['grok-4'].prompt,
-      );
-      expect(getMultiplier({ model: 'grok-4-0709', tokenType: 'completion' })).toBe(
-        tokenValues['grok-4'].completion,
-      );
-    });
-
     test('should return correct prompt and completion rates for Grok 3 models with prefixes', () => {
       expect(getMultiplier({ model: 'xai/grok-3', tokenType: 'prompt' })).toBe(
         tokenValues['grok-3'].prompt,
@@ -754,15 +662,6 @@ describe('Grok Model Tests - Pricing', () => {
         tokenValues['grok-3-mini-fast'].completion,
       );
     });
-
-    test('should return correct prompt and completion rates for Grok 4 model with prefixes', () => {
-      expect(getMultiplier({ model: 'xai/grok-4-0709', tokenType: 'prompt' })).toBe(
-        tokenValues['grok-4'].prompt,
-      );
-      expect(getMultiplier({ model: 'xai/grok-4-0709', tokenType: 'completion' })).toBe(
-        tokenValues['grok-4'].completion,
-      );
-    });
   });
 });
 

api/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@librechat/backend",
-  "version": "v0.8.0-rc2",
+  "version": "v0.7.8",
   "description": "",
   "scripts": {
     "start": "echo 'please run this from the root directory'",
@@ -44,21 +44,21 @@
     "@googleapis/youtube": "^20.0.0",
     "@keyv/redis": "^4.3.3",
     "@langchain/community": "^0.3.47",
-    "@langchain/core": "^0.3.62",
+    "@langchain/core": "^0.3.60",
     "@langchain/google-genai": "^0.2.13",
     "@langchain/google-vertexai": "^0.2.13",
-    "@langchain/openai": "^0.5.18",
     "@langchain/textsplitters": "^0.1.0",
-    "@librechat/agents": "^2.4.75",
+    "@librechat/agents": "^2.4.41",
     "@librechat/api": "*",
     "@librechat/data-schemas": "*",
-    "@modelcontextprotocol/sdk": "^1.17.1",
-    "@node-saml/passport-saml": "^5.1.0",
+    "@node-saml/passport-saml": "^5.0.0",
+    "@microsoft/microsoft-graph-client": "^3.0.7",
     "@waylaidwanderer/fetch-event-source": "^3.0.1",
     "axios": "^1.8.2",
     "bcryptjs": "^2.4.3",
-    "compression": "^1.8.1",
-    "connect-redis": "^8.1.0",
+    "cohere-ai": "^7.9.1",
+    "compression": "^1.7.4",
+    "connect-redis": "^7.1.0",
     "cookie": "^0.7.2",
     "cookie-parser": "^1.4.7",
     "cors": "^2.8.5",
@@ -68,11 +68,10 @@
     "express": "^4.21.2",
     "express-mongo-sanitize": "^2.2.0",
     "express-rate-limit": "^7.4.1",
-    "express-session": "^1.18.2",
+    "express-session": "^1.18.1",
     "express-static-gzip": "^2.2.0",
     "file-type": "^18.7.0",
     "firebase": "^11.0.2",
-    "form-data": "^4.0.4",
     "googleapis": "^126.0.1",
     "handlebars": "^4.7.7",
     "https-proxy-agent": "^7.0.6",
@@ -90,12 +89,12 @@
     "mime": "^3.0.0",
     "module-alias": "^2.2.3",
     "mongoose": "^8.12.1",
-    "multer": "^2.0.2",
+    "multer": "^2.0.1",
     "nanoid": "^3.3.7",
     "node-fetch": "^2.7.0",
     "nodemailer": "^6.9.15",
     "ollama": "^0.5.0",
-    "openai": "^5.10.1",
+    "openai": "^4.96.2",
     "openai-chat-tokens": "^0.2.8",
     "openid-client": "^6.5.0",
     "passport": "^0.6.0",
@@ -120,7 +119,7 @@
   },
   "devDependencies": {
     "jest": "^29.7.0",
-    "mongodb-memory-server": "^10.1.4",
+    "mongodb-memory-server": "^10.1.3",
     "nodemon": "^3.0.3",
     "supertest": "^7.1.0"
   }

api/server/cleanup.js

@@ -169,6 +169,9 @@ function disposeClient(client) {
       client.isGenerativeModel = null;
     }
     // Properties specific to OpenAIClient
+    if (client.ChatGPTClient) {
+      client.ChatGPTClient = null;
+    }
     if (client.completionsUrl) {
       client.completionsUrl = null;
     }

api/server/controllers/AskController.js

@@ -0,0 +1,282 @@
+const { getResponseSender, Constants } = require('librechat-data-provider');
+const {
+  handleAbortError,
+  createAbortController,
+  cleanupAbortController,
+} = require('~/server/middleware');
+const {
+  disposeClient,
+  processReqData,
+  clientRegistry,
+  requestDataMap,
+} = require('~/server/cleanup');
+const { sendMessage, createOnProgress } = require('~/server/utils');
+const { saveMessage } = require('~/models');
+const { logger } = require('~/config');
+
+const AskController = async (req, res, next, initializeClient, addTitle) => {
+  let {
+    text,
+    endpointOption,
+    conversationId,
+    modelDisplayLabel,
+    parentMessageId = null,
+    overrideParentMessageId = null,
+  } = req.body;
+
+  let client = null;
+  let abortKey = null;
+  let cleanupHandlers = [];
+  let clientRef = null;
+
+  logger.debug('[AskController]', {
+    text,
+    conversationId,
+    ...endpointOption,
+    modelsConfig: endpointOption?.modelsConfig ? 'exists' : '',
+  });
+
+  let userMessage = null;
+  let userMessagePromise = null;
+  let promptTokens = null;
+  let userMessageId = null;
+  let responseMessageId = null;
+  let getAbortData = null;
+
+  const sender = getResponseSender({
+    ...endpointOption,
+    model: endpointOption.modelOptions.model,
+    modelDisplayLabel,
+  });
+  const initialConversationId = conversationId;
+  const newConvo = !initialConversationId;
+  const userId = req.user.id;
+
+  let reqDataContext = {
+    userMessage,
+    userMessagePromise,
+    responseMessageId,
+    promptTokens,
+    conversationId,
+    userMessageId,
+  };
+
+  const updateReqData = (data = {}) => {
+    reqDataContext = processReqData(data, reqDataContext);
+    abortKey = reqDataContext.abortKey;
+    userMessage = reqDataContext.userMessage;
+    userMessagePromise = reqDataContext.userMessagePromise;
+    responseMessageId = reqDataContext.responseMessageId;
+    promptTokens = reqDataContext.promptTokens;
+    conversationId = reqDataContext.conversationId;
+    userMessageId = reqDataContext.userMessageId;
+  };
+
+  let { onProgress: progressCallback, getPartialText } = createOnProgress();
+
+  const performCleanup = () => {
+    logger.debug('[AskController] Performing cleanup');
+    if (Array.isArray(cleanupHandlers)) {
+      for (const handler of cleanupHandlers) {
+        try {
+          if (typeof handler === 'function') {
+            handler();
+          }
+        } catch (e) {
+          // Ignore
+        }
+      }
+    }
+
+    if (abortKey) {
+      logger.debug('[AskController] Cleaning up abort controller');
+      cleanupAbortController(abortKey);
+      abortKey = null;
+    }
+
+    if (client) {
+      disposeClient(client);
+      client = null;
+    }
+
+    reqDataContext = null;
+    userMessage = null;
+    userMessagePromise = null;
+    promptTokens = null;
+    getAbortData = null;
+    progressCallback = null;
+    endpointOption = null;
+    cleanupHandlers = null;
+    addTitle = null;
+
+    if (requestDataMap.has(req)) {
+      requestDataMap.delete(req);
+    }
+    logger.debug('[AskController] Cleanup completed');
+  };
+
+  try {
+    ({ client } = await initializeClient({ req, res, endpointOption }));
+    if (clientRegistry && client) {
+      clientRegistry.register(client, { userId }, client);
+    }
+
+    if (client) {
+      requestDataMap.set(req, { client });
+    }
+
+    clientRef = new WeakRef(client);
+
+    getAbortData = () => {
+      const currentClient = clientRef?.deref();
+      const currentText =
+        currentClient?.getStreamText != null ? currentClient.getStreamText() : getPartialText();
+
+      return {
+        sender,
+        conversationId,
+        messageId: reqDataContext.responseMessageId,
+        parentMessageId: overrideParentMessageId ?? userMessageId,
+        text: currentText,
+        userMessage: userMessage,
+        userMessagePromise: userMessagePromise,
+        promptTokens: reqDataContext.promptTokens,
+      };
+    };
+
+    const { onStart, abortController } = createAbortController(
+      req,
+      res,
+      getAbortData,
+      updateReqData,
+    );
+
+    const closeHandler = () => {
+      logger.debug('[AskController] Request closed');
+      if (!abortController || abortController.signal.aborted || abortController.requestCompleted) {
+        return;
+      }
+      abortController.abort();
+      logger.debug('[AskController] Request aborted on close');
+    };
+
+    res.on('close', closeHandler);
+    cleanupHandlers.push(() => {
+      try {
+        res.removeListener('close', closeHandler);
+      } catch (e) {
+        // Ignore
+      }
+    });
+
+    const messageOptions = {
+      user: userId,
+      parentMessageId,
+      conversationId: reqDataContext.conversationId,
+      overrideParentMessageId,
+      getReqData: updateReqData,
+      onStart,
+      abortController,
+      progressCallback,
+      progressOptions: {
+        res,
+      },
+    };
+
+    /** @type {TMessage} */
+    let response = await client.sendMessage(text, messageOptions);
+    response.endpoint = endpointOption.endpoint;
+
+    const databasePromise = response.databasePromise;
+    delete response.databasePromise;
+
+    const { conversation: convoData = {} } = await databasePromise;
+    const conversation = { ...convoData };
+    conversation.title =
+      conversation && !conversation.title ? null : conversation?.title || 'New Chat';
+
+    const latestUserMessage = reqDataContext.userMessage;
+
+    if (client?.options?.attachments && latestUserMessage) {
+      latestUserMessage.files = client.options.attachments;
+      if (endpointOption?.modelOptions?.model) {
+        conversation.model = endpointOption.modelOptions.model;
+      }
+      delete latestUserMessage.image_urls;
+    }
+
+    if (!abortController.signal.aborted) {
+      const finalResponseMessage = { ...response };
+
+      sendMessage(res, {
+        final: true,
+        conversation,
+        title: conversation.title,
+        requestMessage: latestUserMessage,
+        responseMessage: finalResponseMessage,
+      });
+      res.end();
+
+      if (client?.savedMessageIds && !client.savedMessageIds.has(response.messageId)) {
+        await saveMessage(
+          req,
+          { ...finalResponseMessage, user: userId },
+          { context: 'api/server/controllers/AskController.js - response end' },
+        );
+      }
+    }
+
+    if (!client?.skipSaveUserMessage && latestUserMessage) {
+      await saveMessage(req, latestUserMessage, {
+        context: "api/server/controllers/AskController.js - don't skip saving user message",
+      });
+    }
+
+    if (typeof addTitle === 'function' && parentMessageId === Constants.NO_PARENT && newConvo) {
+      addTitle(req, {
+        text,
+        response: { ...response },
+        client,
+      })
+        .then(() => {
+          logger.debug('[AskController] Title generation started');
+        })
+        .catch((err) => {
+          logger.error('[AskController] Error in title generation', err);
+        })
+        .finally(() => {
+          logger.debug('[AskController] Title generation completed');
+          performCleanup();
+        });
+    } else {
+      performCleanup();
+    }
+  } catch (error) {
+    logger.error('[AskController] Error handling request', error);
+    let partialText = '';
+    try {
+      const currentClient = clientRef?.deref();
+      partialText =
+        currentClient?.getStreamText != null ? currentClient.getStreamText() : getPartialText();
+    } catch (getTextError) {
+      logger.error('[AskController] Error calling getText() during error handling', getTextError);
+    }
+
+    handleAbortError(res, req, error, {
+      sender,
+      partialText,
+      conversationId: reqDataContext.conversationId,
+      messageId: reqDataContext.responseMessageId,
+      parentMessageId: overrideParentMessageId ?? reqDataContext.userMessageId ?? parentMessageId,
+      userMessageId: reqDataContext.userMessageId,
+    })
+      .catch((err) => {
+        logger.error('[AskController] Error in `handleAbortError` during catch block', err);
+      })
+      .finally(() => {
+        performCleanup();
+      });
+  }
+};
+
+module.exports = AskController;

api/server/controllers/AuthController.js

@@ -1,17 +1,17 @@
 const cookies = require('cookie');
 const jwt = require('jsonwebtoken');
 const openIdClient = require('openid-client');
-const { isEnabled } = require('@librechat/api');
 const { logger } = require('@librechat/data-schemas');
 const {
-  requestPasswordReset,
-  setOpenIDAuthTokens,
+  registerUser,
   resetPassword,
   setAuthTokens,
-  registerUser,
+  requestPasswordReset,
+  setOpenIDAuthTokens,
 } = require('~/server/services/AuthService');
 const { findUser, getUserById, deleteAllUserSessions, findSession } = require('~/models');
 const { getOpenIdConfig } = require('~/strategies');
+const { isEnabled } = require('~/server/utils');
 
 const registrationController = async (req, res) => {
   try {

api/server/controllers/EditController.js

@@ -1,5 +1,3 @@
-const { sendEvent } = require('@librechat/api');
-const { logger } = require('@librechat/data-schemas');
 const { getResponseSender } = require('librechat-data-provider');
 const {
   handleAbortError,
@@ -12,8 +10,9 @@ const {
   clientRegistry,
   requestDataMap,
 } = require('~/server/cleanup');
-const { createOnProgress } = require('~/server/utils');
+const { sendMessage, createOnProgress } = require('~/server/utils');
 const { saveMessage } = require('~/models');
+const { logger } = require('~/config');
 
 const EditController = async (req, res, next, initializeClient) => {
   let {
@@ -85,7 +84,7 @@ const EditController = async (req, res, next, initializeClient) => {
     }
 
     if (abortKey) {
-      logger.debug('[EditController] Cleaning up abort controller');
+      logger.debug('[AskController] Cleaning up abort controller');
       cleanupAbortController(abortKey);
       abortKey = null;
     }
@@ -199,7 +198,7 @@ const EditController = async (req, res, next, initializeClient) => {
       const finalUserMessage = reqDataContext.userMessage;
       const finalResponseMessage = { ...response };
 
-      sendEvent(res, {
+      sendMessage(res, {
         final: true,
         conversation,
         title: conversation.title,

api/server/controllers/ErrorController.js

@@ -0,0 +1,40 @@
+const { logger } = require('~/config');
+
+//handle duplicates
+const handleDuplicateKeyError = (err, res) => {
+  logger.error('Duplicate key error:', err.keyValue);
+  const field = `${JSON.stringify(Object.keys(err.keyValue))}`;
+  const code = 409;
+  res
+    .status(code)
+    .send({ messages: `An document with that ${field} already exists.`, fields: field });
+};
+
+//handle validation errors
+const handleValidationError = (err, res) => {
+  logger.error('Validation error:', err.errors);
+  let errors = Object.values(err.errors).map((el) => el.message);
+  let fields = `${JSON.stringify(Object.values(err.errors).map((el) => el.path))}`;
+  let code = 400;
+  if (errors.length > 1) {
+    errors = errors.join(' ');
+    res.status(code).send({ messages: `${JSON.stringify(errors)}`, fields: fields });
+  } else {
+    res.status(code).send({ messages: `${JSON.stringify(errors)}`, fields: fields });
+  }
+};
+
+// eslint-disable-next-line no-unused-vars
+module.exports = (err, req, res, next) => {
+  try {
+    if (err.name === 'ValidationError') {
+      return (err = handleValidationError(err, res));
+    }
+    if (err.code && err.code == 11000) {
+      return (err = handleDuplicateKeyError(err, res));
+    }
+  } catch (err) {
+    logger.error('ErrorController => error', err);
+    res.status(500).send('An unknown error occurred.');
+  }
+};

api/server/controllers/ModelController.js

@@ -5,7 +5,6 @@ const { logger } = require('~/config');
 
 /**
  * @param {ServerRequest} req
- * @returns {Promise<TModelsConfig>} The models config.
  */
 const getModelsConfig = async (req) => {
   const cache = getLogStores(CacheKeys.CONFIG_STORE);

api/server/controllers/PermissionsController.js

@@ -0,0 +1,437 @@
+/**
+ * @import { TUpdateResourcePermissionsRequest, TUpdateResourcePermissionsResponse } from 'librechat-data-provider'
+ */
+
+const mongoose = require('mongoose');
+const { logger } = require('@librechat/data-schemas');
+const {
+  getAvailableRoles,
+  ensurePrincipalExists,
+  getEffectivePermissions,
+  ensureGroupPrincipalExists,
+  bulkUpdateResourcePermissions,
+} = require('~/server/services/PermissionService');
+const { AclEntry } = require('~/db/models');
+const {
+  searchPrincipals: searchLocalPrincipals,
+  sortPrincipalsByRelevance,
+  calculateRelevanceScore,
+} = require('~/models');
+const {
+  searchEntraIdPrincipals,
+  entraIdPrincipalFeatureEnabled,
+} = require('~/server/services/GraphApiService');
+
+/**
+ * Generic controller for resource permission endpoints
+ * Delegates validation and logic to PermissionService
+ */
+
+/**
+ * Bulk update permissions for a resource (grant, update, remove)
+ * @route PUT /api/{resourceType}/{resourceId}/permissions
+ * @param {Object} req - Express request object
+ * @param {Object} req.params - Route parameters
+ * @param {string} req.params.resourceType - Resource type (e.g., 'agent')
+ * @param {string} req.params.resourceId - Resource ID
+ * @param {TUpdateResourcePermissionsRequest} req.body - Request body
+ * @param {Object} res - Express response object
+ * @returns {Promise<TUpdateResourcePermissionsResponse>} Updated permissions response
+ */
+const updateResourcePermissions = async (req, res) => {
+  try {
+    const { resourceType, resourceId } = req.params;
+    /** @type {TUpdateResourcePermissionsRequest} */
+    const { updated, removed, public: isPublic, publicAccessRoleId } = req.body;
+    const { id: userId } = req.user;
+
+    // Prepare principals for the service call
+    const updatedPrincipals = [];
+    const revokedPrincipals = [];
+
+    // Add updated principals
+    if (updated && Array.isArray(updated)) {
+      updatedPrincipals.push(...updated);
+    }
+
+    // Add public permission if enabled
+    if (isPublic && publicAccessRoleId) {
+      updatedPrincipals.push({
+        type: 'public',
+        id: null,
+        accessRoleId: publicAccessRoleId,
+      });
+    }
+
+    // Prepare authentication context for enhanced group member fetching
+    const useEntraId = entraIdPrincipalFeatureEnabled(req.user);
+    const authHeader = req.headers.authorization;
+    const accessToken =
+      authHeader && authHeader.startsWith('Bearer ') ? authHeader.substring(7) : null;
+    const authContext =
+      useEntraId && accessToken
+        ? {
+            accessToken,
+            sub: req.user.openidId,
+          }
+        : null;
+
+    // Ensure updated principals exist in the database before processing permissions
+    const validatedPrincipals = [];
+    for (const principal of updatedPrincipals) {
+      try {
+        let principalId;
+
+        if (principal.type === 'public') {
+          principalId = null; // Public principals don't need database records
+        } else if (principal.type === 'user') {
+          principalId = await ensurePrincipalExists(principal);
+        } else if (principal.type === 'group') {
+          // Pass authContext to enable member fetching for Entra ID groups when available
+          principalId = await ensureGroupPrincipalExists(principal, authContext);
+        } else {
+          logger.error(`Unsupported principal type: ${principal.type}`);
+          continue; // Skip invalid principal types
+        }
+
+        // Update the principal with the validated ID for ACL operations
+        validatedPrincipals.push({
+          ...principal,
+          id: principalId,
+        });
+      } catch (error) {
+        logger.error('Error ensuring principal exists:', {
+          principal: {
+            type: principal.type,
+            id: principal.id,
+            name: principal.name,
+            source: principal.source,
+          },
+          error: error.message,
+        });
+        // Continue with other principals instead of failing the entire operation
+        continue;
+      }
+    }
+
+    // Add removed principals
+    if (removed && Array.isArray(removed)) {
+      revokedPrincipals.push(...removed);
+    }
+
+    // If public is disabled, add public to revoked list
+    if (!isPublic) {
+      revokedPrincipals.push({
+        type: 'public',
+        id: null,
+      });
+    }
+
+    const results = await bulkUpdateResourcePermissions({
+      resourceType,
+      resourceId,
+      updatedPrincipals: validatedPrincipals,
+      revokedPrincipals,
+      grantedBy: userId,
+    });
+
+    /** @type {TUpdateResourcePermissionsResponse} */
+    const response = {
+      message: 'Permissions updated successfully',
+      results: {
+        principals: results.granted,
+        public: isPublic || false,
+        publicAccessRoleId: isPublic ? publicAccessRoleId : undefined,
+      },
+    };
+
+    res.status(200).json(response);
+  } catch (error) {
+    logger.error('Error updating resource permissions:', error);
+    res.status(400).json({
+      error: 'Failed to update permissions',
+      details: error.message,
+    });
+  }
+};
+
+/**
+ * Get principals with their permission roles for a resource (UI-friendly format)
+ * Uses efficient aggregation pipeline to join User/Group data in single query
+ * @route GET /api/permissions/{resourceType}/{resourceId}
+ */
+const getResourcePermissions = async (req, res) => {
+  try {
+    const { resourceType, resourceId } = req.params;
+
+    // Use aggregation pipeline for efficient single-query data retrieval
+    const results = await AclEntry.aggregate([
+      // Match ACL entries for this resource
+      {
+        $match: {
+          resourceType,
+          resourceId: mongoose.Types.ObjectId.isValid(resourceId)
+            ? mongoose.Types.ObjectId.createFromHexString(resourceId)
+            : resourceId,
+        },
+      },
+      // Lookup AccessRole information
+      {
+        $lookup: {
+          from: 'accessroles',
+          localField: 'roleId',
+          foreignField: '_id',
+          as: 'role',
+        },
+      },
+      // Lookup User information (for user principals)
+      {
+        $lookup: {
+          from: 'users',
+          localField: 'principalId',
+          foreignField: '_id',
+          as: 'userInfo',
+        },
+      },
+      // Lookup Group information (for group principals)
+      {
+        $lookup: {
+          from: 'groups',
+          localField: 'principalId',
+          foreignField: '_id',
+          as: 'groupInfo',
+        },
+      },
+      // Project final structure
+      {
+        $project: {
+          principalType: 1,
+          principalId: 1,
+          accessRoleId: { $arrayElemAt: ['$role.accessRoleId', 0] },
+          userInfo: { $arrayElemAt: ['$userInfo', 0] },
+          groupInfo: { $arrayElemAt: ['$groupInfo', 0] },
+        },
+      },
+    ]);
+
+    const principals = [];
+    let publicPermission = null;
+
+    // Process aggregation results
+    for (const result of results) {
+      if (result.principalType === 'public') {
+        publicPermission = {
+          public: true,
+          publicAccessRoleId: result.accessRoleId,
+        };
+      } else if (result.principalType === 'user' && result.userInfo) {
+        principals.push({
+          type: 'user',
+          id: result.userInfo._id.toString(),
+          name: result.userInfo.name || result.userInfo.username,
+          email: result.userInfo.email,
+          avatar: result.userInfo.avatar,
+          source: !result.userInfo._id ? 'entra' : 'local',
+          idOnTheSource: result.userInfo.idOnTheSource || result.userInfo._id.toString(),
+          accessRoleId: result.accessRoleId,
+        });
+      } else if (result.principalType === 'group' && result.groupInfo) {
+        principals.push({
+          type: 'group',
+          id: result.groupInfo._id.toString(),
+          name: result.groupInfo.name,
+          email: result.groupInfo.email,
+          description: result.groupInfo.description,
+          avatar: result.groupInfo.avatar,
+          source: result.groupInfo.source || 'local',
+          idOnTheSource: result.groupInfo.idOnTheSource || result.groupInfo._id.toString(),
+          accessRoleId: result.accessRoleId,
+        });
+      }
+    }
+
+    // Return response in format expected by frontend
+    const response = {
+      resourceType,
+      resourceId,
+      principals,
+      public: publicPermission?.public || false,
+      ...(publicPermission?.publicAccessRoleId && {
+        publicAccessRoleId: publicPermission.publicAccessRoleId,
+      }),
+    };
+
+    res.status(200).json(response);
+  } catch (error) {
+    logger.error('Error getting resource permissions principals:', error);
+    res.status(500).json({
+      error: 'Failed to get permissions principals',
+      details: error.message,
+    });
+  }
+};
+
+/**
+ * Get available roles for a resource type
+ * @route GET /api/{resourceType}/roles
+ */
+const getResourceRoles = async (req, res) => {
+  try {
+    const { resourceType } = req.params;
+
+    const roles = await getAvailableRoles({ resourceType });
+
+    res.status(200).json(
+      roles.map((role) => ({
+        accessRoleId: role.accessRoleId,
+        name: role.name,
+        description: role.description,
+        permBits: role.permBits,
+      })),
+    );
+  } catch (error) {
+    logger.error('Error getting resource roles:', error);
+    res.status(500).json({
+      error: 'Failed to get roles',
+      details: error.message,
+    });
+  }
+};
+
+/**
+ * Get user's effective permission bitmask for a resource
+ * @route GET /api/{resourceType}/{resourceId}/effective
+ */
+const getUserEffectivePermissions = async (req, res) => {
+  try {
+    const { resourceType, resourceId } = req.params;
+    const { id: userId } = req.user;
+
+    const permissionBits = await getEffectivePermissions({
+      userId,
+      resourceType,
+      resourceId,
+    });
+
+    res.status(200).json({
+      permissionBits,
+    });
+  } catch (error) {
+    logger.error('Error getting user effective permissions:', error);
+    res.status(500).json({
+      error: 'Failed to get effective permissions',
+      details: error.message,
+    });
+  }
+};
+
+/**
+ * Search for users and groups to grant permissions
+ * Supports hybrid local database + Entra ID search when configured
+ * @route GET /api/permissions/search-principals
+ */
+const searchPrincipals = async (req, res) => {
+  try {
+    const { q: query, limit = 20, type } = req.query;
+
+    if (!query || query.trim().length === 0) {
+      return res.status(400).json({
+        error: 'Query parameter "q" is required and must not be empty',
+      });
+    }
+
+    if (query.trim().length < 2) {
+      return res.status(400).json({
+        error: 'Query must be at least 2 characters long',
+      });
+    }
+
+    const searchLimit = Math.min(Math.max(1, parseInt(limit) || 10), 50);
+    const typeFilter = ['user', 'group'].includes(type) ? type : null;
+
+    const localResults = await searchLocalPrincipals(query.trim(), searchLimit, typeFilter);
+    let allPrincipals = [...localResults];
+
+    const useEntraId = entraIdPrincipalFeatureEnabled(req.user);
+
+    if (useEntraId && localResults.length < searchLimit) {
+      try {
+        const graphTypeMap = {
+          user: 'users',
+          group: 'groups',
+          null: 'all',
+        };
+
+        const authHeader = req.headers.authorization;
+        const accessToken =
+          authHeader && authHeader.startsWith('Bearer ') ? authHeader.substring(7) : null;
+
+        if (accessToken) {
+          const graphResults = await searchEntraIdPrincipals(
+            accessToken,
+            req.user.openidId,
+            query.trim(),
+            graphTypeMap[typeFilter],
+            searchLimit - localResults.length,
+          );
+
+          const localEmails = new Set(
+            localResults.map((p) => p.email?.toLowerCase()).filter(Boolean),
+          );
+          const localGroupSourceIds = new Set(
+            localResults.map((p) => p.idOnTheSource).filter(Boolean),
+          );
+
+          for (const principal of graphResults) {
+            const isDuplicateByEmail =
+              principal.email && localEmails.has(principal.email.toLowerCase());
+            const isDuplicateBySourceId =
+              principal.idOnTheSource && localGroupSourceIds.has(principal.idOnTheSource);
+
+            if (!isDuplicateByEmail && !isDuplicateBySourceId) {
+              allPrincipals.push(principal);
+            }
+          }
+        }
+      } catch (graphError) {
+        logger.warn('Graph API search failed, falling back to local results:', graphError.message);
+      }
+    }
+    const scoredResults = allPrincipals.map((item) => ({
+      ...item,
+      _searchScore: calculateRelevanceScore(item, query.trim()),
+    }));
+
+    allPrincipals = sortPrincipalsByRelevance(scoredResults)
+      .slice(0, searchLimit)
+      .map((result) => {
+        const { _searchScore, ...resultWithoutScore } = result;
+        return resultWithoutScore;
+      });
+    res.status(200).json({
+      query: query.trim(),
+      limit: searchLimit,
+      type: typeFilter,
+      results: allPrincipals,
+      count: allPrincipals.length,
+      sources: {
+        local: allPrincipals.filter((r) => r.source === 'local').length,
+        entra: allPrincipals.filter((r) => r.source === 'entra').length,
+      },
+    });
+  } catch (error) {
+    logger.error('Error searching principals:', error);
+    res.status(500).json({
+      error: 'Failed to search principals',
+      details: error.message,
+    });
+  }
+};
+
+module.exports = {
+  updateResourcePermissions,
+  getResourcePermissions,
+  getResourceRoles,
+  getUserEffectivePermissions,
+  searchPrincipals,
+};

api/server/controllers/PluginController.js

@@ -1,15 +1,54 @@
 const { logger } = require('@librechat/data-schemas');
-const { CacheKeys, Constants } = require('librechat-data-provider');
-const {
-  getToolkitKey,
-  checkPluginAuth,
-  filterUniquePlugins,
-  convertMCPToolsToPlugins,
-} = require('@librechat/api');
+const { CacheKeys, AuthType } = require('librechat-data-provider');
 const { getCustomConfig, getCachedTools } = require('~/server/services/Config');
-const { availableTools, toolkits } = require('~/app/clients/tools');
+const { getToolkitKey } = require('~/server/services/ToolService');
 const { getMCPManager, getFlowStateManager } = require('~/config');
+const { availableTools } = require('~/app/clients/tools');
 const { getLogStores } = require('~/cache');
+const { Constants } = require('librechat-data-provider');
+
+/**
+ * Filters out duplicate plugins from the list of plugins.
+ *
+ * @param {TPlugin[]} plugins The list of plugins to filter.
+ * @returns {TPlugin[]} The list of plugins with duplicates removed.
+ */
+const filterUniquePlugins = (plugins) => {
+  const seen = new Set();
+  return plugins.filter((plugin) => {
+    const duplicate = seen.has(plugin.pluginKey);
+    seen.add(plugin.pluginKey);
+    return !duplicate;
+  });
+};
+
+/**
+ * Determines if a plugin is authenticated by checking if all required authentication fields have non-empty values.
+ * Supports alternate authentication fields, allowing validation against multiple possible environment variables.
+ *
+ * @param {TPlugin} plugin The plugin object containing the authentication configuration.
+ * @returns {boolean} True if the plugin is authenticated for all required fields, false otherwise.
+ */
+const checkPluginAuth = (plugin) => {
+  if (!plugin.authConfig || plugin.authConfig.length === 0) {
+    return false;
+  }
+
+  return plugin.authConfig.every((authFieldObj) => {
+    const authFieldOptions = authFieldObj.authField.split('||');
+    let isFieldAuthenticated = false;
+
+    for (const fieldOption of authFieldOptions) {
+      const envValue = process.env[fieldOption];
+      if (envValue && envValue.trim() !== '' && envValue !== AuthType.USER_PROVIDED) {
+        isFieldAuthenticated = true;
+        break;
+      }
+    }
+
+    return isFieldAuthenticated;
+  });
+};
 
 const getAvailablePluginsController = async (req, res) => {
   try {
@@ -100,21 +139,15 @@ function createGetServerTools() {
  */
 const getAvailableTools = async (req, res) => {
   try {
-    const userId = req.user?.id;
-    const customConfig = await getCustomConfig();
     const cache = getLogStores(CacheKeys.CONFIG_STORE);
-    const cachedToolsArray = await cache.get(CacheKeys.TOOLS);
-    const cachedUserTools = await getCachedTools({ userId });
-    const userPlugins = convertMCPToolsToPlugins({ functionTools: cachedUserTools, customConfig });
-
-    if (cachedToolsArray != null && userPlugins != null) {
-      const dedupedTools = filterUniquePlugins([...userPlugins, ...cachedToolsArray]);
-      res.status(200).json(dedupedTools);
+    const cachedTools = await cache.get(CacheKeys.TOOLS);
+    if (cachedTools) {
+      res.status(200).json(cachedTools);
       return;
     }
 
-    // If not in cache, build from manifest
     let pluginManifest = availableTools;
+    const customConfig = await getCustomConfig();
     if (customConfig?.mcpServers != null) {
       const mcpManager = getMCPManager();
       const flowsCache = getLogStores(CacheKeys.FLOWS);
@@ -140,16 +173,14 @@ const getAvailableTools = async (req, res) => {
       }
     });
 
-    const toolDefinitions = (await getCachedTools({ includeGlobal: true })) || {};
+    const toolDefinitions = await getCachedTools({ includeGlobal: true });
 
     const toolsOutput = [];
     for (const plugin of authenticatedPlugins) {
       const isToolDefined = toolDefinitions[plugin.pluginKey] !== undefined;
       const isToolkit =
         plugin.toolkit === true &&
-        Object.keys(toolDefinitions).some(
-          (key) => getToolkitKey({ toolkits, toolName: key }) === plugin.pluginKey,
-        );
+        Object.keys(toolDefinitions).some((key) => getToolkitKey(key) === plugin.pluginKey);
 
       if (!isToolDefined && !isToolkit) {
         continue;
@@ -187,12 +218,10 @@ const getAvailableTools = async (req, res) => {
 
       toolsOutput.push(toolToAdd);
     }
+
     const finalTools = filterUniquePlugins(toolsOutput);
     await cache.set(CacheKeys.TOOLS, finalTools);
-
-    const dedupedTools = filterUniquePlugins([...userPlugins, ...finalTools]);
-
-    res.status(200).json(dedupedTools);
+    res.status(200).json(finalTools);
   } catch (error) {
     logger.error('[getAvailableTools]', error);
     res.status(500).json({ message: error.message });

api/server/controllers/PluginController.spec.js

@@ -1,520 +0,0 @@
-const { Constants } = require('librechat-data-provider');
-const { getCustomConfig, getCachedTools } = require('~/server/services/Config');
-const { getLogStores } = require('~/cache');
-
-// Mock the dependencies
-jest.mock('@librechat/data-schemas', () => ({
-  logger: {
-    debug: jest.fn(),
-    error: jest.fn(),
-  },
-}));
-
-jest.mock('~/server/services/Config', () => ({
-  getCustomConfig: jest.fn(),
-  getCachedTools: jest.fn(),
-}));
-
-jest.mock('~/server/services/ToolService', () => ({
-  getToolkitKey: jest.fn(),
-}));
-
-jest.mock('~/config', () => ({
-  getMCPManager: jest.fn(() => ({
-    loadManifestTools: jest.fn().mockResolvedValue([]),
-  })),
-  getFlowStateManager: jest.fn(),
-}));
-
-jest.mock('~/app/clients/tools', () => ({
-  availableTools: [],
-  toolkits: [],
-}));
-
-jest.mock('~/cache', () => ({
-  getLogStores: jest.fn(),
-}));
-
-jest.mock('@librechat/api', () => ({
-  getToolkitKey: jest.fn(),
-  checkPluginAuth: jest.fn(),
-  filterUniquePlugins: jest.fn(),
-  convertMCPToolsToPlugins: jest.fn(),
-}));
-
-// Import the actual module with the function we want to test
-const { getAvailableTools, getAvailablePluginsController } = require('./PluginController');
-const {
-  filterUniquePlugins,
-  checkPluginAuth,
-  convertMCPToolsToPlugins,
-  getToolkitKey,
-} = require('@librechat/api');
-
-describe('PluginController', () => {
-  let mockReq, mockRes, mockCache;
-
-  beforeEach(() => {
-    jest.clearAllMocks();
-    mockReq = { user: { id: 'test-user-id' } };
-    mockRes = { status: jest.fn().mockReturnThis(), json: jest.fn() };
-    mockCache = { get: jest.fn(), set: jest.fn() };
-    getLogStores.mockReturnValue(mockCache);
-  });
-
-  describe('getAvailablePluginsController', () => {
-    beforeEach(() => {
-      mockReq.app = { locals: { filteredTools: [], includedTools: [] } };
-    });
-
-    it('should use filterUniquePlugins to remove duplicate plugins', async () => {
-      const mockPlugins = [
-        { name: 'Plugin1', pluginKey: 'key1', description: 'First' },
-        { name: 'Plugin2', pluginKey: 'key2', description: 'Second' },
-      ];
-
-      mockCache.get.mockResolvedValue(null);
-      filterUniquePlugins.mockReturnValue(mockPlugins);
-      checkPluginAuth.mockReturnValue(true);
-
-      await getAvailablePluginsController(mockReq, mockRes);
-
-      expect(filterUniquePlugins).toHaveBeenCalled();
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      // The response includes authenticated: true for each plugin when checkPluginAuth returns true
-      expect(mockRes.json).toHaveBeenCalledWith([
-        { name: 'Plugin1', pluginKey: 'key1', description: 'First', authenticated: true },
-        { name: 'Plugin2', pluginKey: 'key2', description: 'Second', authenticated: true },
-      ]);
-    });
-
-    it('should use checkPluginAuth to verify plugin authentication', async () => {
-      const mockPlugin = { name: 'Plugin1', pluginKey: 'key1', description: 'First' };
-
-      mockCache.get.mockResolvedValue(null);
-      filterUniquePlugins.mockReturnValue([mockPlugin]);
-      checkPluginAuth.mockReturnValueOnce(true);
-
-      await getAvailablePluginsController(mockReq, mockRes);
-
-      expect(checkPluginAuth).toHaveBeenCalledWith(mockPlugin);
-      const responseData = mockRes.json.mock.calls[0][0];
-      expect(responseData[0].authenticated).toBe(true);
-    });
-
-    it('should return cached plugins when available', async () => {
-      const cachedPlugins = [
-        { name: 'CachedPlugin', pluginKey: 'cached', description: 'Cached plugin' },
-      ];
-
-      mockCache.get.mockResolvedValue(cachedPlugins);
-
-      await getAvailablePluginsController(mockReq, mockRes);
-
-      expect(filterUniquePlugins).not.toHaveBeenCalled();
-      expect(checkPluginAuth).not.toHaveBeenCalled();
-      expect(mockRes.json).toHaveBeenCalledWith(cachedPlugins);
-    });
-
-    it('should filter plugins based on includedTools', async () => {
-      const mockPlugins = [
-        { name: 'Plugin1', pluginKey: 'key1', description: 'First' },
-        { name: 'Plugin2', pluginKey: 'key2', description: 'Second' },
-      ];
-
-      mockReq.app.locals.includedTools = ['key1'];
-      mockCache.get.mockResolvedValue(null);
-      filterUniquePlugins.mockReturnValue(mockPlugins);
-      checkPluginAuth.mockReturnValue(false);
-
-      await getAvailablePluginsController(mockReq, mockRes);
-
-      const responseData = mockRes.json.mock.calls[0][0];
-      expect(responseData).toHaveLength(1);
-      expect(responseData[0].pluginKey).toBe('key1');
-    });
-  });
-
-  describe('getAvailableTools', () => {
-    it('should use convertMCPToolsToPlugins for user-specific MCP tools', async () => {
-      const mockUserTools = {
-        [`tool1${Constants.mcp_delimiter}server1`]: {
-          function: { name: 'tool1', description: 'Tool 1' },
-        },
-      };
-      const mockConvertedPlugins = [
-        {
-          name: 'tool1',
-          pluginKey: `tool1${Constants.mcp_delimiter}server1`,
-          description: 'Tool 1',
-        },
-      ];
-
-      mockCache.get.mockResolvedValue(null);
-      getCachedTools.mockResolvedValueOnce(mockUserTools);
-      convertMCPToolsToPlugins.mockReturnValue(mockConvertedPlugins);
-      filterUniquePlugins.mockImplementation((plugins) => plugins);
-      getCustomConfig.mockResolvedValue(null);
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(convertMCPToolsToPlugins).toHaveBeenCalledWith({
-        functionTools: mockUserTools,
-        customConfig: null,
-      });
-    });
-
-    it('should use filterUniquePlugins to deduplicate combined tools', async () => {
-      const mockUserPlugins = [
-        { name: 'UserTool', pluginKey: 'user-tool', description: 'User tool' },
-      ];
-      const mockManifestPlugins = [
-        { name: 'ManifestTool', pluginKey: 'manifest-tool', description: 'Manifest tool' },
-      ];
-
-      mockCache.get.mockResolvedValue(mockManifestPlugins);
-      getCachedTools.mockResolvedValueOnce({});
-      convertMCPToolsToPlugins.mockReturnValue(mockUserPlugins);
-      filterUniquePlugins.mockReturnValue([...mockUserPlugins, ...mockManifestPlugins]);
-      getCustomConfig.mockResolvedValue(null);
-
-      await getAvailableTools(mockReq, mockRes);
-
-      // Should be called to deduplicate the combined array
-      expect(filterUniquePlugins).toHaveBeenLastCalledWith([
-        ...mockUserPlugins,
-        ...mockManifestPlugins,
-      ]);
-    });
-
-    it('should use checkPluginAuth to verify authentication status', async () => {
-      const mockPlugin = { name: 'Tool1', pluginKey: 'tool1', description: 'Tool 1' };
-
-      mockCache.get.mockResolvedValue(null);
-      getCachedTools.mockResolvedValue({});
-      convertMCPToolsToPlugins.mockReturnValue([]);
-      filterUniquePlugins.mockReturnValue([mockPlugin]);
-      checkPluginAuth.mockReturnValue(true);
-      getCustomConfig.mockResolvedValue(null);
-
-      // Mock getCachedTools second call to return tool definitions
-      getCachedTools.mockResolvedValueOnce({}).mockResolvedValueOnce({ tool1: true });
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(checkPluginAuth).toHaveBeenCalledWith(mockPlugin);
-    });
-
-    it('should use getToolkitKey for toolkit validation', async () => {
-      const mockToolkit = {
-        name: 'Toolkit1',
-        pluginKey: 'toolkit1',
-        description: 'Toolkit 1',
-        toolkit: true,
-      };
-
-      mockCache.get.mockResolvedValue(null);
-      getCachedTools.mockResolvedValue({});
-      convertMCPToolsToPlugins.mockReturnValue([]);
-      filterUniquePlugins.mockReturnValue([mockToolkit]);
-      checkPluginAuth.mockReturnValue(false);
-      getToolkitKey.mockReturnValue('toolkit1');
-      getCustomConfig.mockResolvedValue(null);
-
-      // Mock getCachedTools second call to return tool definitions
-      getCachedTools.mockResolvedValueOnce({}).mockResolvedValueOnce({
-        toolkit1_function: true,
-      });
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(getToolkitKey).toHaveBeenCalled();
-    });
-  });
-
-  describe('plugin.icon behavior', () => {
-    const callGetAvailableToolsWithMCPServer = async (mcpServers) => {
-      mockCache.get.mockResolvedValue(null);
-      getCustomConfig.mockResolvedValue({ mcpServers });
-
-      const functionTools = {
-        [`test-tool${Constants.mcp_delimiter}test-server`]: {
-          function: { name: 'test-tool', description: 'A test tool' },
-        },
-      };
-
-      const mockConvertedPlugin = {
-        name: 'test-tool',
-        pluginKey: `test-tool${Constants.mcp_delimiter}test-server`,
-        description: 'A test tool',
-        icon: mcpServers['test-server']?.iconPath,
-        authenticated: true,
-        authConfig: [],
-      };
-
-      getCachedTools.mockResolvedValueOnce(functionTools);
-      convertMCPToolsToPlugins.mockReturnValue([mockConvertedPlugin]);
-      filterUniquePlugins.mockImplementation((plugins) => plugins);
-      checkPluginAuth.mockReturnValue(true);
-      getToolkitKey.mockReturnValue(undefined);
-
-      getCachedTools.mockResolvedValueOnce({
-        [`test-tool${Constants.mcp_delimiter}test-server`]: true,
-      });
-
-      await getAvailableTools(mockReq, mockRes);
-      const responseData = mockRes.json.mock.calls[0][0];
-      return responseData.find((tool) => tool.name === 'test-tool');
-    };
-
-    it('should set plugin.icon when iconPath is defined', async () => {
-      const mcpServers = {
-        'test-server': {
-          iconPath: '/path/to/icon.png',
-        },
-      };
-      const testTool = await callGetAvailableToolsWithMCPServer(mcpServers);
-      expect(testTool.icon).toBe('/path/to/icon.png');
-    });
-
-    it('should set plugin.icon to undefined when iconPath is not defined', async () => {
-      const mcpServers = {
-        'test-server': {},
-      };
-      const testTool = await callGetAvailableToolsWithMCPServer(mcpServers);
-      expect(testTool.icon).toBeUndefined();
-    });
-  });
-
-  describe('helper function integration', () => {
-    it('should properly handle MCP tools with custom user variables', async () => {
-      const customConfig = {
-        mcpServers: {
-          'test-server': {
-            customUserVars: {
-              API_KEY: { title: 'API Key', description: 'Your API key' },
-            },
-          },
-        },
-      };
-
-      // We need to test the actual flow where MCP manager tools are included
-      const mcpManagerTools = [
-        {
-          name: 'tool1',
-          pluginKey: `tool1${Constants.mcp_delimiter}test-server`,
-          description: 'Tool 1',
-          authenticated: true,
-        },
-      ];
-
-      // Mock the MCP manager to return tools
-      const mockMCPManager = {
-        loadManifestTools: jest.fn().mockResolvedValue(mcpManagerTools),
-      };
-      require('~/config').getMCPManager.mockReturnValue(mockMCPManager);
-
-      mockCache.get.mockResolvedValue(null);
-      getCustomConfig.mockResolvedValue(customConfig);
-
-      // First call returns user tools (empty in this case)
-      getCachedTools.mockResolvedValueOnce({});
-
-      // Mock convertMCPToolsToPlugins to return empty array for user tools
-      convertMCPToolsToPlugins.mockReturnValue([]);
-
-      // Mock filterUniquePlugins to pass through
-      filterUniquePlugins.mockImplementation((plugins) => plugins || []);
-
-      // Mock checkPluginAuth
-      checkPluginAuth.mockReturnValue(true);
-
-      // Second call returns tool definitions
-      getCachedTools.mockResolvedValueOnce({
-        [`tool1${Constants.mcp_delimiter}test-server`]: true,
-      });
-
-      await getAvailableTools(mockReq, mockRes);
-
-      const responseData = mockRes.json.mock.calls[0][0];
-
-      // Find the MCP tool in the response
-      const mcpTool = responseData.find(
-        (tool) => tool.pluginKey === `tool1${Constants.mcp_delimiter}test-server`,
-      );
-
-      // The actual implementation adds authConfig and sets authenticated to false when customUserVars exist
-      expect(mcpTool).toBeDefined();
-      expect(mcpTool.authConfig).toEqual([
-        { authField: 'API_KEY', label: 'API Key', description: 'Your API key' },
-      ]);
-      expect(mcpTool.authenticated).toBe(false);
-    });
-
-    it('should handle error cases gracefully', async () => {
-      mockCache.get.mockRejectedValue(new Error('Cache error'));
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(500);
-      expect(mockRes.json).toHaveBeenCalledWith({ message: 'Cache error' });
-    });
-  });
-
-  describe('edge cases with undefined/null values', () => {
-    it('should handle undefined cache gracefully', async () => {
-      getLogStores.mockReturnValue(undefined);
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(500);
-    });
-
-    it('should handle null cachedTools and cachedUserTools', async () => {
-      mockCache.get.mockResolvedValue(null);
-      getCachedTools.mockResolvedValue(null);
-      convertMCPToolsToPlugins.mockReturnValue(undefined);
-      filterUniquePlugins.mockImplementation((plugins) => plugins || []);
-      getCustomConfig.mockResolvedValue(null);
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(convertMCPToolsToPlugins).toHaveBeenCalledWith({
-        functionTools: null,
-        customConfig: null,
-      });
-    });
-
-    it('should handle when getCachedTools returns undefined', async () => {
-      mockCache.get.mockResolvedValue(null);
-      getCachedTools.mockResolvedValue(undefined);
-      convertMCPToolsToPlugins.mockReturnValue(undefined);
-      filterUniquePlugins.mockImplementation((plugins) => plugins || []);
-      getCustomConfig.mockResolvedValue(null);
-      checkPluginAuth.mockReturnValue(false);
-
-      // Mock getCachedTools to return undefined for both calls
-      getCachedTools.mockReset();
-      getCachedTools.mockResolvedValueOnce(undefined).mockResolvedValueOnce(undefined);
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(convertMCPToolsToPlugins).toHaveBeenCalledWith({
-        functionTools: undefined,
-        customConfig: null,
-      });
-    });
-
-    it('should handle cachedToolsArray and userPlugins both being defined', async () => {
-      const cachedTools = [{ name: 'CachedTool', pluginKey: 'cached-tool', description: 'Cached' }];
-      const userTools = {
-        'user-tool': { function: { name: 'user-tool', description: 'User tool' } },
-      };
-      const userPlugins = [{ name: 'UserTool', pluginKey: 'user-tool', description: 'User tool' }];
-
-      mockCache.get.mockResolvedValue(cachedTools);
-      getCachedTools.mockResolvedValue(userTools);
-      convertMCPToolsToPlugins.mockReturnValue(userPlugins);
-      filterUniquePlugins.mockReturnValue([...userPlugins, ...cachedTools]);
-
-      await getAvailableTools(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      expect(mockRes.json).toHaveBeenCalledWith([...userPlugins, ...cachedTools]);
-    });
-
-    it('should handle empty toolDefinitions object', async () => {
-      mockCache.get.mockResolvedValue(null);
-      getCachedTools.mockResolvedValueOnce({}).mockResolvedValueOnce({});
-      convertMCPToolsToPlugins.mockReturnValue([]);
-      filterUniquePlugins.mockImplementation((plugins) => plugins || []);
-      getCustomConfig.mockResolvedValue(null);
-      checkPluginAuth.mockReturnValue(true);
-
-      await getAvailableTools(mockReq, mockRes);
-
-      // With empty tool definitions, no tools should be in the final output
-      expect(mockRes.json).toHaveBeenCalledWith([]);
-    });
-
-    it('should handle MCP tools without customUserVars', async () => {
-      const customConfig = {
-        mcpServers: {
-          'test-server': {
-            // No customUserVars defined
-          },
-        },
-      };
-
-      const mockUserTools = {
-        [`tool1${Constants.mcp_delimiter}test-server`]: {
-          function: { name: 'tool1', description: 'Tool 1' },
-        },
-      };
-
-      mockCache.get.mockResolvedValue(null);
-      getCustomConfig.mockResolvedValue(customConfig);
-      getCachedTools.mockResolvedValueOnce(mockUserTools);
-
-      const mockPlugin = {
-        name: 'tool1',
-        pluginKey: `tool1${Constants.mcp_delimiter}test-server`,
-        description: 'Tool 1',
-        authenticated: true,
-        authConfig: [],
-      };
-
-      convertMCPToolsToPlugins.mockReturnValue([mockPlugin]);
-      filterUniquePlugins.mockImplementation((plugins) => plugins);
-      checkPluginAuth.mockReturnValue(true);
-
-      getCachedTools.mockResolvedValueOnce({
-        [`tool1${Constants.mcp_delimiter}test-server`]: true,
-      });
-
-      await getAvailableTools(mockReq, mockRes);
-
-      const responseData = mockRes.json.mock.calls[0][0];
-      expect(responseData[0].authenticated).toBe(true);
-      // The actual implementation doesn't set authConfig on tools without customUserVars
-      expect(responseData[0].authConfig).toEqual([]);
-    });
-
-    it('should handle req.app.locals with undefined filteredTools and includedTools', async () => {
-      mockReq.app = { locals: {} };
-      mockCache.get.mockResolvedValue(null);
-      filterUniquePlugins.mockReturnValue([]);
-      checkPluginAuth.mockReturnValue(false);
-
-      await getAvailablePluginsController(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-      expect(mockRes.json).toHaveBeenCalledWith([]);
-    });
-
-    it('should handle toolkit with undefined toolDefinitions keys', async () => {
-      const mockToolkit = {
-        name: 'Toolkit1',
-        pluginKey: 'toolkit1',
-        description: 'Toolkit 1',
-        toolkit: true,
-      };
-
-      mockCache.get.mockResolvedValue(null);
-      getCachedTools.mockResolvedValue({});
-      convertMCPToolsToPlugins.mockReturnValue([]);
-      filterUniquePlugins.mockReturnValue([mockToolkit]);
-      checkPluginAuth.mockReturnValue(false);
-      getToolkitKey.mockReturnValue(undefined);
-      getCustomConfig.mockResolvedValue(null);
-
-      // Mock getCachedTools second call to return null
-      getCachedTools.mockResolvedValueOnce({}).mockResolvedValueOnce(null);
-
-      await getAvailableTools(mockReq, mockRes);
-
-      // Should handle null toolDefinitions gracefully
-      expect(mockRes.status).toHaveBeenCalledWith(200);
-    });
-  });
-});

api/server/controllers/TwoFactorController.js

@@ -99,36 +99,10 @@ const confirm2FA = async (req, res) => {
 
 /**
  * Disable 2FA by clearing the stored secret and backup codes.
- * Requires verification with either TOTP token or backup code if 2FA is fully enabled.
  */
 const disable2FA = async (req, res) => {
   try {
     const userId = req.user.id;
-    const { token, backupCode } = req.body;
-    const user = await getUserById(userId);
-
-    if (!user || !user.totpSecret) {
-      return res.status(400).json({ message: '2FA is not setup for this user' });
-    }
-
-    if (user.twoFactorEnabled) {
-      const secret = await getTOTPSecret(user.totpSecret);
-      let isVerified = false;
-
-      if (token) {
-        isVerified = await verifyTOTP(secret, token);
-      } else if (backupCode) {
-        isVerified = await verifyBackupCode({ user, backupCode });
-      } else {
-        return res
-          .status(400)
-          .json({ message: 'Either token or backup code is required to disable 2FA' });
-      }
-
-      if (!isVerified) {
-        return res.status(401).json({ message: 'Invalid token or backup code' });
-      }
-    }
     await updateUser(userId, { totpSecret: null, backupCodes: [], twoFactorEnabled: false });
     return res.status(200).json();
   } catch (err) {

api/server/controllers/UserController.js

@@ -1,5 +1,11 @@
+const {
+  Tools,
+  Constants,
+  FileSources,
+  webSearchKeys,
+  extractWebSearchEnvVars,
+} = require('librechat-data-provider');
 const { logger } = require('@librechat/data-schemas');
-const { webSearchKeys, extractWebSearchEnvVars, normalizeHttpError } = require('@librechat/api');
 const {
   getFiles,
   updateUser,
@@ -14,7 +20,6 @@ const { updateUserPluginAuth, deleteUserPluginAuth } = require('~/server/service
 const { updateUserPluginsService, deleteUserKey } = require('~/server/services/UserService');
 const { verifyEmail, resendVerificationEmail } = require('~/server/services/AuthService');
 const { needsRefresh, getNewS3URL } = require('~/server/services/Files/S3/crud');
-const { Tools, Constants, FileSources } = require('librechat-data-provider');
 const { processDeleteRequest } = require('~/server/services/Files/process');
 const { Transaction, Balance, User } = require('~/db/models');
 const { deleteToolCalls } = require('~/models/ToolCall');
@@ -89,8 +94,8 @@ const updateUserPluginsController = async (req, res) => {
 
       if (userPluginsService instanceof Error) {
         logger.error('[userPluginsService]', userPluginsService);
-        const { status, message } = normalizeHttpError(userPluginsService);
-        return res.status(status).send({ message });
+        const { status, message } = userPluginsService;
+        res.status(status).send({ message });
       }
     }
 
@@ -137,7 +142,7 @@ const updateUserPluginsController = async (req, res) => {
         authService = await updateUserPluginAuth(user.id, keys[i], pluginKey, values[i]);
         if (authService instanceof Error) {
           logger.error('[authService]', authService);
-          ({ status, message } = normalizeHttpError(authService));
+          ({ status, message } = authService);
         }
       }
     } else if (action === 'uninstall') {
@@ -151,7 +156,7 @@ const updateUserPluginsController = async (req, res) => {
             `[authService] Error deleting all auth for MCP tool ${pluginKey}:`,
             authService,
           );
-          ({ status, message } = normalizeHttpError(authService));
+          ({ status, message } = authService);
         }
       } else {
         // This handles:
@@ -163,7 +168,7 @@ const updateUserPluginsController = async (req, res) => {
           authService = await deleteUserPluginAuth(user.id, keys[i]); // Deletes by authField name
           if (authService instanceof Error) {
             logger.error('[authService] Error deleting specific auth key:', authService);
-            ({ status, message } = normalizeHttpError(authService));
+            ({ status, message } = authService);
           }
         }
       }
@@ -175,16 +180,14 @@ const updateUserPluginsController = async (req, res) => {
         try {
           const mcpManager = getMCPManager(user.id);
           if (mcpManager) {
-            // Extract server name from pluginKey (format: "mcp_<serverName>")
-            const serverName = pluginKey.replace(Constants.mcp_prefix, '');
             logger.info(
-              `[updateUserPluginsController] Disconnecting MCP server ${serverName} for user ${user.id} after plugin auth update for ${pluginKey}.`,
+              `[updateUserPluginsController] Disconnecting MCP connections for user ${user.id} after plugin auth update for ${pluginKey}.`,
             );
-            await mcpManager.disconnectUserConnection(user.id, serverName);
+            await mcpManager.disconnectUserConnections(user.id);
           }
         } catch (disconnectError) {
           logger.error(
-            `[updateUserPluginsController] Error disconnecting MCP connection for user ${user.id} after plugin auth update:`,
+            `[updateUserPluginsController] Error disconnecting MCP connections for user ${user.id} after plugin auth update:`,
             disconnectError,
           );
           // Do not fail the request for this, but log it.
@@ -193,8 +196,7 @@ const updateUserPluginsController = async (req, res) => {
       return res.status(status).send();
     }
 
-    const normalized = normalizeHttpError({ status, message });
-    return res.status(normalized.status).send({ message: normalized.message });
+    res.status(status).send({ message });
   } catch (err) {
     logger.error('[updateUserPluginsController]', err);
     return res.status(500).json({ message: 'Something went wrong.' });

api/server/controllers/agents/__tests__/v1.spec.js

@@ -1,195 +0,0 @@
-const { duplicateAgent } = require('../v1');
-const { getAgent, createAgent } = require('~/models/Agent');
-const { getActions } = require('~/models/Action');
-const { nanoid } = require('nanoid');
-
-jest.mock('~/models/Agent');
-jest.mock('~/models/Action');
-jest.mock('nanoid');
-
-describe('duplicateAgent', () => {
-  let req, res;
-
-  beforeEach(() => {
-    req = {
-      params: { id: 'agent_123' },
-      user: { id: 'user_456' },
-    };
-    res = {
-      status: jest.fn().mockReturnThis(),
-      json: jest.fn(),
-    };
-    jest.clearAllMocks();
-  });
-
-  it('should duplicate an agent successfully', async () => {
-    const mockAgent = {
-      id: 'agent_123',
-      name: 'Test Agent',
-      description: 'Test Description',
-      instructions: 'Test Instructions',
-      provider: 'openai',
-      model: 'gpt-4',
-      tools: ['file_search'],
-      actions: [],
-      author: 'user_789',
-      versions: [{ name: 'Test Agent', version: 1 }],
-      __v: 0,
-    };
-
-    const mockNewAgent = {
-      id: 'agent_new_123',
-      name: 'Test Agent (1/2/23, 12:34)',
-      description: 'Test Description',
-      instructions: 'Test Instructions',
-      provider: 'openai',
-      model: 'gpt-4',
-      tools: ['file_search'],
-      actions: [],
-      author: 'user_456',
-      versions: [
-        {
-          name: 'Test Agent (1/2/23, 12:34)',
-          description: 'Test Description',
-          instructions: 'Test Instructions',
-          provider: 'openai',
-          model: 'gpt-4',
-          tools: ['file_search'],
-          actions: [],
-          createdAt: new Date(),
-          updatedAt: new Date(),
-        },
-      ],
-    };
-
-    getAgent.mockResolvedValue(mockAgent);
-    getActions.mockResolvedValue([]);
-    nanoid.mockReturnValue('new_123');
-    createAgent.mockResolvedValue(mockNewAgent);
-
-    await duplicateAgent(req, res);
-
-    expect(getAgent).toHaveBeenCalledWith({ id: 'agent_123' });
-    expect(getActions).toHaveBeenCalledWith({ agent_id: 'agent_123' }, true);
-    expect(createAgent).toHaveBeenCalledWith(
-      expect.objectContaining({
-        id: 'agent_new_123',
-        author: 'user_456',
-        name: expect.stringContaining('Test Agent ('),
-        description: 'Test Description',
-        instructions: 'Test Instructions',
-        provider: 'openai',
-        model: 'gpt-4',
-        tools: ['file_search'],
-        actions: [],
-      }),
-    );
-
-    expect(createAgent).toHaveBeenCalledWith(
-      expect.not.objectContaining({
-        versions: expect.anything(),
-        __v: expect.anything(),
-      }),
-    );
-
-    expect(res.status).toHaveBeenCalledWith(201);
-    expect(res.json).toHaveBeenCalledWith({
-      agent: mockNewAgent,
-      actions: [],
-    });
-  });
-
-  it('should ensure duplicated agent has clean versions array without nested fields', async () => {
-    const mockAgent = {
-      id: 'agent_123',
-      name: 'Test Agent',
-      description: 'Test Description',
-      versions: [
-        {
-          name: 'Test Agent',
-          versions: [{ name: 'Nested' }],
-          __v: 1,
-        },
-      ],
-      __v: 2,
-    };
-
-    const mockNewAgent = {
-      id: 'agent_new_123',
-      name: 'Test Agent (1/2/23, 12:34)',
-      description: 'Test Description',
-      versions: [
-        {
-          name: 'Test Agent (1/2/23, 12:34)',
-          description: 'Test Description',
-          createdAt: new Date(),
-          updatedAt: new Date(),
-        },
-      ],
-    };
-
-    getAgent.mockResolvedValue(mockAgent);
-    getActions.mockResolvedValue([]);
-    nanoid.mockReturnValue('new_123');
-    createAgent.mockResolvedValue(mockNewAgent);
-
-    await duplicateAgent(req, res);
-
-    expect(mockNewAgent.versions).toHaveLength(1);
-
-    const firstVersion = mockNewAgent.versions[0];
-    expect(firstVersion).not.toHaveProperty('versions');
-    expect(firstVersion).not.toHaveProperty('__v');
-
-    expect(mockNewAgent).not.toHaveProperty('__v');
-
-    expect(res.status).toHaveBeenCalledWith(201);
-  });
-
-  it('should return 404 if agent not found', async () => {
-    getAgent.mockResolvedValue(null);
-
-    await duplicateAgent(req, res);
-
-    expect(res.status).toHaveBeenCalledWith(404);
-    expect(res.json).toHaveBeenCalledWith({
-      error: 'Agent not found',
-      status: 'error',
-    });
-  });
-
-  it('should handle tool_resources.ocr correctly', async () => {
-    const mockAgent = {
-      id: 'agent_123',
-      name: 'Test Agent',
-      tool_resources: {
-        ocr: { enabled: true, config: 'test' },
-        other: { should: 'not be copied' },
-      },
-    };
-
-    getAgent.mockResolvedValue(mockAgent);
-    getActions.mockResolvedValue([]);
-    nanoid.mockReturnValue('new_123');
-    createAgent.mockResolvedValue({ id: 'agent_new_123' });
-
-    await duplicateAgent(req, res);
-
-    expect(createAgent).toHaveBeenCalledWith(
-      expect.objectContaining({
-        tool_resources: {
-          ocr: { enabled: true, config: 'test' },
-        },
-      }),
-    );
-  });
-
-  it('should handle errors gracefully', async () => {
-    getAgent.mockRejectedValue(new Error('Database error'));
-
-    await duplicateAgent(req, res);
-
-    expect(res.status).toHaveBeenCalledWith(500);
-    expect(res.json).toHaveBeenCalledWith({ error: 'Database error' });
-  });
-});

api/server/controllers/agents/client.js

@@ -1,23 +1,18 @@
 require('events').EventEmitter.defaultMaxListeners = 100;
 const { logger } = require('@librechat/data-schemas');
-const { DynamicStructuredTool } = require('@langchain/core/tools');
-const { getBufferString, HumanMessage } = require('@langchain/core/messages');
 const {
   sendEvent,
   createRun,
   Tokenizer,
-  checkAccess,
   memoryInstructions,
-  formatContentStrings,
   createMemoryProcessor,
 } = require('@librechat/api');
 const {
   Callback,
-  Providers,
   GraphEvents,
-  TitleMethod,
   formatMessage,
   formatAgentMessages,
+  formatContentStrings,
   getTokenCountForMessage,
   createMetadataAggregator,
 } = require('@librechat/agents');
@@ -27,41 +22,31 @@ const {
   VisionModes,
   ContentTypes,
   EModelEndpoint,
+  KnownEndpoints,
   PermissionTypes,
   isAgentsEndpoint,
   AgentCapabilities,
   bedrockInputSchema,
   removeNullishValues,
 } = require('librechat-data-provider');
+const { DynamicStructuredTool } = require('@langchain/core/tools');
+const { getBufferString, HumanMessage } = require('@langchain/core/messages');
 const {
-  findPluginAuthsByKeys,
-  getFormattedMemories,
-  deleteMemory,
-  setMemory,
-} = require('~/models');
-const { getMCPAuthMap, checkCapability, hasCustomUserVars } = require('~/server/services/Config');
+  getCustomEndpointConfig,
+  createGetMCPAuthMap,
+  checkCapability,
+} = require('~/server/services/Config');
 const { addCacheControl, createContextHandlers } = require('~/app/clients/prompts');
 const { initializeAgent } = require('~/server/services/Endpoints/agents/agent');
 const { spendTokens, spendStructuredTokens } = require('~/models/spendTokens');
+const { getFormattedMemories, deleteMemory, setMemory } = require('~/models');
 const { encodeAndFormat } = require('~/server/services/Files/images/encode');
-const { getProviderConfig } = require('~/server/services/Endpoints');
+const initOpenAI = require('~/server/services/Endpoints/openAI/initialize');
+const { checkAccess } = require('~/server/middleware/roles/access');
 const BaseClient = require('~/app/clients/BaseClient');
-const { getRoleByName } = require('~/models/Role');
 const { loadAgent } = require('~/models/Agent');
 const { getMCPManager } = require('~/config');
 
-const omitTitleOptions = new Set([
-  'stream',
-  'thinking',
-  'streaming',
-  'clientOptions',
-  'thinkingConfig',
-  'thinkingBudget',
-  'includeThoughts',
-  'maxOutputTokens',
-  'additionalModelRequestFields',
-]);
-
 /**
  * @param {ServerRequest} req
  * @param {Agent} agent
@@ -71,15 +56,13 @@ const payloadParser = ({ req, agent, endpoint }) => {
   if (isAgentsEndpoint(endpoint)) {
     return { model: undefined };
   } else if (endpoint === EModelEndpoint.bedrock) {
-    const parsedValues = bedrockInputSchema.parse(agent.model_parameters);
-    if (parsedValues.thinking == null) {
-      parsedValues.thinking = false;
-    }
-    return parsedValues;
+    return bedrockInputSchema.parse(agent.model_parameters);
   }
   return req.body.endpointOption.model_parameters;
 };
 
+const legacyContentEndpoints = new Set([KnownEndpoints.groq, KnownEndpoints.deepseek]);
+
 const noSystemModelRegex = [/\b(o1-preview|o1-mini|amazon\.titan-text)\b/gi];
 
 function createTokenCounter(encoding) {
@@ -226,42 +209,6 @@ class AgentClient extends BaseClient {
     return files;
   }
 
-  async addDocuments(message, attachments) {
-    const documentResult =
-      await require('~/server/services/Files/documents').encodeAndFormatDocuments(
-        this.options.req,
-        attachments,
-        this.options.agent.provider,
-      );
-    message.documents =
-      documentResult.documents && documentResult.documents.length
-        ? documentResult.documents
-        : undefined;
-    return documentResult.files;
-  }
-
-  async processAttachments(message, attachments) {
-    const [imageFiles, documentFiles] = await Promise.all([
-      this.addImageURLs(message, attachments),
-      this.addDocuments(message, attachments),
-    ]);
-
-    const allFiles = [...imageFiles, ...documentFiles];
-    const seenFileIds = new Set();
-    const uniqueFiles = [];
-
-    for (const file of allFiles) {
-      if (file.file_id && !seenFileIds.has(file.file_id)) {
-        seenFileIds.add(file.file_id);
-        uniqueFiles.push(file);
-      } else if (!file.file_id) {
-        uniqueFiles.push(file);
-      }
-    }
-
-    return uniqueFiles;
-  }
-
   async buildMessages(
     messages,
     parentMessageId,
@@ -295,7 +242,7 @@ class AgentClient extends BaseClient {
         };
       }
 
-      const files = await this.processAttachments(
+      const files = await this.addImageURLs(
         orderedMessages[orderedMessages.length - 1],
         attachments,
       );
@@ -318,23 +265,6 @@ class AgentClient extends BaseClient {
         assistantName: this.options?.modelLabel,
       });
 
-      if (
-        message.documents &&
-        message.documents.length > 0 &&
-        message.role === 'user' &&
-        this.options.agent.provider === EModelEndpoint.anthropic
-      ) {
-        const contentParts = [];
-        contentParts.push(...message.documents);
-        if (message.image_urls && message.image_urls.length > 0) {
-          contentParts.push(...message.image_urls);
-        }
-        const textContent =
-          typeof formattedMessage.content === 'string' ? formattedMessage.content : '';
-        contentParts.push({ type: 'text', text: textContent });
-        formattedMessage.content = contentParts;
-      }
-
       if (message.ocr && i !== orderedMessages.length - 1) {
         if (typeof formattedMessage.content === 'string') {
           formattedMessage.content = message.ocr + '\n' + formattedMessage.content;
@@ -455,34 +385,6 @@ class AgentClient extends BaseClient {
     return result;
   }
 
-  /**
-   * Creates a promise that resolves with the memory promise result or undefined after a timeout
-   * @param {Promise<(TAttachment | null)[] | undefined>} memoryPromise - The memory promise to await
-   * @param {number} timeoutMs - Timeout in milliseconds (default: 3000)
-   * @returns {Promise<(TAttachment | null)[] | undefined>}
-   */
-  async awaitMemoryWithTimeout(memoryPromise, timeoutMs = 3000) {
-    if (!memoryPromise) {
-      return;
-    }
-
-    try {
-      const timeoutPromise = new Promise((_, reject) =>
-        setTimeout(() => reject(new Error('Memory processing timeout')), timeoutMs),
-      );
-
-      const attachments = await Promise.race([memoryPromise, timeoutPromise]);
-      return attachments;
-    } catch (error) {
-      if (error.message === 'Memory processing timeout') {
-        logger.warn('[AgentClient] Memory processing timed out after 3 seconds');
-      } else {
-        logger.error('[AgentClient] Error processing memory:', error);
-      }
-      return;
-    }
-  }
-
   /**
    * @returns {Promise<string | undefined>}
    */
@@ -491,12 +393,7 @@ class AgentClient extends BaseClient {
     if (user.personalization?.memories === false) {
       return;
     }
-    const hasAccess = await checkAccess({
-      user,
-      permissionType: PermissionTypes.MEMORIES,
-      permissions: [Permissions.USE],
-      getRoleByName,
-    });
+    const hasAccess = await checkAccess(user, PermissionTypes.MEMORIES, [Permissions.USE]);
 
     if (!hasAccess) {
       logger.debug(
@@ -541,12 +438,6 @@ class AgentClient extends BaseClient {
       res: this.options.res,
       agent: prelimAgent,
       allowedProviders,
-      endpointOption: {
-        endpoint:
-          prelimAgent.id !== Constants.EPHEMERAL_AGENT_ID
-            ? EModelEndpoint.agents
-            : memoryConfig.agent?.provider,
-      },
     });
 
     if (!agent) {
@@ -593,39 +484,6 @@ class AgentClient extends BaseClient {
     return withoutKeys;
   }
 
-  /**
-   * Filters out image URLs from message content
-   * @param {BaseMessage} message - The message to filter
-   * @returns {BaseMessage} - A new message with image URLs removed
-   */
-  filterImageUrls(message) {
-    if (!message.content || typeof message.content === 'string') {
-      return message;
-    }
-
-    if (Array.isArray(message.content)) {
-      const filteredContent = message.content.filter(
-        (part) => part.type !== ContentTypes.IMAGE_URL,
-      );
-
-      if (filteredContent.length === 1 && filteredContent[0].type === ContentTypes.TEXT) {
-        const MessageClass = message.constructor;
-        return new MessageClass({
-          content: filteredContent[0].text,
-          additional_kwargs: message.additional_kwargs,
-        });
-      }
-
-      const MessageClass = message.constructor;
-      return new MessageClass({
-        content: filteredContent,
-        additional_kwargs: message.additional_kwargs,
-      });
-    }
-
-    return message;
-  }
-
   /**
    * @param {BaseMessage[]} messages
    * @returns {Promise<void | (TAttachment | null)[]>}
@@ -653,11 +511,7 @@ class AgentClient extends BaseClient {
           messagesToProcess = [...messages.slice(-messageWindowSize)];
         }
       }
-
-      const filteredMessages = messagesToProcess.map((msg) => this.filterImageUrls(msg));
-      const bufferString = getBufferString(filteredMessages);
-      const bufferMessage = new HumanMessage(`# Current Chat:\n\n${bufferString}`);
-      return await this.processMemory([bufferMessage]);
+      return await this.processMemory(messagesToProcess);
     } catch (error) {
       logger.error('Memory Agent failed to process memory', error);
     }
@@ -823,63 +677,23 @@ class AgentClient extends BaseClient {
           hide_sequential_outputs: this.options.agent.hide_sequential_outputs,
           user: this.options.req.user,
         },
-        recursionLimit: agentsEConfig?.recursionLimit ?? 25,
+        recursionLimit: agentsEConfig?.recursionLimit,
         signal: abortController.signal,
         streamMode: 'values',
         version: 'v2',
       };
 
+      const getUserMCPAuthMap = await createGetMCPAuthMap();
+
       const toolSet = new Set((this.options.agent.tools ?? []).map((tool) => tool && tool.name));
-
-      if (
-        this.options.agent.provider === EModelEndpoint.anthropic &&
-        payload &&
-        Array.isArray(payload)
-      ) {
-        let userMessageWithDocs = null;
-
-        if (this.userMessage?.documents) {
-          userMessageWithDocs = this.userMessage;
-        } else if (this.currentMessages?.length > 0) {
-          const lastMessage = this.currentMessages[this.currentMessages.length - 1];
-          if (lastMessage.documents?.length > 0) {
-            userMessageWithDocs = lastMessage;
-          }
-        } else if (this.messages?.length > 0) {
-          const lastMessage = this.messages[this.messages.length - 1];
-          if (lastMessage.documents?.length > 0) {
-            userMessageWithDocs = lastMessage;
-          }
-        }
-
-        if (userMessageWithDocs) {
-          for (const payloadMessage of payload) {
-            if (
-              payloadMessage.role === 'user' &&
-              userMessageWithDocs.text === payloadMessage.content
-            ) {
-              if (typeof payloadMessage.content === 'string') {
-                payloadMessage.content = [
-                  ...userMessageWithDocs.documents,
-                  { type: 'text', text: payloadMessage.content },
-                ];
-              } else if (Array.isArray(payloadMessage.content)) {
-                payloadMessage.content = [
-                  ...userMessageWithDocs.documents,
-                  ...payloadMessage.content,
-                ];
-              }
-              break;
-            }
-          }
-        }
-      }
-
       let { messages: initialMessages, indexTokenCountMap } = formatAgentMessages(
         payload,
         this.indexTokenCountMap,
         toolSet,
       );
+      if (legacyContentEndpoints.has(this.options.agent.endpoint?.toLowerCase())) {
+        initialMessages = formatContentStrings(initialMessages);
+      }
 
       /**
        *
@@ -895,9 +709,6 @@ class AgentClient extends BaseClient {
         if (i > 0) {
           this.model = agent.model_parameters.model;
         }
-        if (i > 0 && config.signal == null) {
-          config.signal = abortController.signal;
-        }
         if (agent.recursion_limit && typeof agent.recursion_limit === 'number') {
           config.recursionLimit = agent.recursion_limit;
         }
@@ -946,9 +757,6 @@ class AgentClient extends BaseClient {
         }
 
         let messages = _messages;
-        if (agent.useLegacyContent === true) {
-          messages = formatContentStrings(messages);
-        }
         if (
           agent.model_parameters?.clientOptions?.defaultHeaders?.['anthropic-beta']?.includes(
             'prompt-caching',
@@ -997,11 +805,10 @@ class AgentClient extends BaseClient {
         }
 
         try {
-          if (await hasCustomUserVars()) {
-            config.configurable.userMCPAuthMap = await getMCPAuthMap({
+          if (getUserMCPAuthMap) {
+            config.configurable.userMCPAuthMap = await getUserMCPAuthMap({
               tools: agent.tools,
               userId: this.options.req.user.id,
-              findPluginAuthsByKeys,
             });
           }
         } catch (err) {
@@ -1128,9 +935,11 @@ class AgentClient extends BaseClient {
       });
 
       try {
-        const attachments = await this.awaitMemoryWithTimeout(memoryPromise);
-        if (attachments && attachments.length > 0) {
-          this.artifactPromises.push(...attachments);
+        if (memoryPromise) {
+          const attachments = await memoryPromise;
+          if (attachments && attachments.length > 0) {
+            this.artifactPromises.push(...attachments);
+          }
         }
         await this.recordCollectedUsage({ context: 'message' });
       } catch (err) {
@@ -1140,9 +949,11 @@ class AgentClient extends BaseClient {
         );
       }
     } catch (err) {
-      const attachments = await this.awaitMemoryWithTimeout(memoryPromise);
-      if (attachments && attachments.length > 0) {
-        this.artifactPromises.push(...attachments);
+      if (memoryPromise) {
+        const attachments = await memoryPromise;
+        if (attachments && attachments.length > 0) {
+          this.artifactPromises.push(...attachments);
+        }
       }
       logger.error(
         '[api/server/controllers/agents/client.js #sendCompletion] Operation aborted',
@@ -1172,41 +983,23 @@ class AgentClient extends BaseClient {
       throw new Error('Run not initialized');
     }
     const { handleLLMEnd, collected: collectedMetadata } = createMetadataAggregator();
-    const { req, res, agent } = this.options;
-    let endpoint = agent.endpoint;
-
+    const endpoint = this.options.agent.endpoint;
+    const { req, res } = this.options;
     /** @type {import('@librechat/agents').ClientOptions} */
     let clientOptions = {
       maxTokens: 75,
-      model: agent.model || agent.model_parameters.model,
     };
-
-    let titleProviderConfig = await getProviderConfig(endpoint);
-
-    /** @type {TEndpoint | undefined} */
-    const endpointConfig =
-      req.app.locals.all ?? req.app.locals[endpoint] ?? titleProviderConfig.customEndpointConfig;
+    let endpointConfig = req.app.locals[endpoint];
     if (!endpointConfig) {
-      logger.warn(
-        '[api/server/controllers/agents/client.js #titleConvo] Error getting endpoint config',
-      );
-    }
-
-    if (endpointConfig?.titleEndpoint && endpointConfig.titleEndpoint !== endpoint) {
       try {
-        titleProviderConfig = await getProviderConfig(endpointConfig.titleEndpoint);
-        endpoint = endpointConfig.titleEndpoint;
-      } catch (error) {
-        logger.warn(
-          `[api/server/controllers/agents/client.js #titleConvo] Error getting title endpoint config for ${endpointConfig.titleEndpoint}, falling back to default`,
-          error,
+        endpointConfig = await getCustomEndpointConfig(endpoint);
+      } catch (err) {
+        logger.error(
+          '[api/server/controllers/agents/client.js #titleConvo] Error getting custom endpoint config',
+          err,
         );
-        // Fall back to original provider config
-        endpoint = agent.endpoint;
-        titleProviderConfig = await getProviderConfig(endpoint);
       }
     }
-
     if (
       endpointConfig &&
       endpointConfig.titleModel &&
@@ -1214,71 +1007,33 @@ class AgentClient extends BaseClient {
     ) {
       clientOptions.model = endpointConfig.titleModel;
     }
-
-    const options = await titleProviderConfig.getOptions({
-      req,
-      res,
-      optionsOnly: true,
-      overrideEndpoint: endpoint,
-      overrideModel: clientOptions.model,
-      endpointOption: { model_parameters: clientOptions },
-    });
-
-    let provider = options.provider ?? titleProviderConfig.overrideProvider ?? agent.provider;
     if (
       endpoint === EModelEndpoint.azureOpenAI &&
-      options.llmConfig?.azureOpenAIApiInstanceName == null
+      clientOptions.model &&
+      this.options.agent.model_parameters.model !== clientOptions.model
     ) {
-      provider = Providers.OPENAI;
-    } else if (
-      endpoint === EModelEndpoint.azureOpenAI &&
-      options.llmConfig?.azureOpenAIApiInstanceName != null &&
-      provider !== Providers.AZURE
-    ) {
-      provider = Providers.AZURE;
+      clientOptions =
+        (
+          await initOpenAI({
+            req,
+            res,
+            optionsOnly: true,
+            overrideModel: clientOptions.model,
+            overrideEndpoint: endpoint,
+            endpointOption: {
+              model_parameters: clientOptions,
+            },
+          })
+        )?.llmConfig ?? clientOptions;
     }
-
-    /** @type {import('@librechat/agents').ClientOptions} */
-    clientOptions = { ...options.llmConfig };
-    if (options.configOptions) {
-      clientOptions.configuration = options.configOptions;
-    }
-
-    const shouldRemoveMaxTokens = /\b(o\d|gpt-[5-9])\b/i.test(clientOptions.model);
-    if (shouldRemoveMaxTokens && clientOptions.maxTokens != null) {
+    if (/\b(o\d)\b/i.test(clientOptions.model) && clientOptions.maxTokens != null) {
       delete clientOptions.maxTokens;
-    } else if (!shouldRemoveMaxTokens && !clientOptions.maxTokens) {
-      clientOptions.maxTokens = 75;
     }
-    if (shouldRemoveMaxTokens && clientOptions?.modelKwargs?.max_completion_tokens != null) {
-      delete clientOptions.modelKwargs.max_completion_tokens;
-    } else if (shouldRemoveMaxTokens && clientOptions?.modelKwargs?.max_output_tokens != null) {
-      delete clientOptions.modelKwargs.max_output_tokens;
-    }
-
-    clientOptions = Object.assign(
-      Object.fromEntries(
-        Object.entries(clientOptions).filter(([key]) => !omitTitleOptions.has(key)),
-      ),
-    );
-
-    if (
-      provider === Providers.GOOGLE &&
-      (endpointConfig?.titleMethod === TitleMethod.FUNCTIONS ||
-        endpointConfig?.titleMethod === TitleMethod.STRUCTURED)
-    ) {
-      clientOptions.json = true;
-    }
-
     try {
       const titleResult = await this.run.generateTitle({
-        provider,
-        clientOptions,
         inputText: text,
         contentParts: this.contentParts,
-        titleMethod: endpointConfig?.titleMethod,
-        titlePrompt: endpointConfig?.titlePrompt,
-        titlePromptTemplate: endpointConfig?.titlePromptTemplate,
+        clientOptions,
         chainOptions: {
           signal: abortController.signal,
           callbacks: [
@@ -1293,10 +1048,8 @@ class AgentClient extends BaseClient {
         let input_tokens, output_tokens;
 
         if (item.usage) {
-          input_tokens =
-            item.usage.prompt_tokens || item.usage.input_tokens || item.usage.inputTokens;
-          output_tokens =
-            item.usage.completion_tokens || item.usage.output_tokens || item.usage.outputTokens;
+          input_tokens = item.usage.input_tokens || item.usage.inputTokens;
+          output_tokens = item.usage.output_tokens || item.usage.outputTokens;
         } else if (item.tokenUsage) {
           input_tokens = item.tokenUsage.promptTokens;
           output_tokens = item.tokenUsage.completionTokens;
@@ -1326,52 +1079,8 @@ class AgentClient extends BaseClient {
     }
   }
 
-  /**
-   * @param {object} params
-   * @param {number} params.promptTokens
-   * @param {number} params.completionTokens
-   * @param {OpenAIUsageMetadata} [params.usage]
-   * @param {string} [params.model]
-   * @param {string} [params.context='message']
-   * @returns {Promise<void>}
-   */
-  async recordTokenUsage({ model, promptTokens, completionTokens, usage, context = 'message' }) {
-    try {
-      await spendTokens(
-        {
-          model,
-          context,
-          conversationId: this.conversationId,
-          user: this.user ?? this.options.req.user?.id,
-          endpointTokenConfig: this.options.endpointTokenConfig,
-        },
-        { promptTokens, completionTokens },
-      );
-
-      if (
-        usage &&
-        typeof usage === 'object' &&
-        'reasoning_tokens' in usage &&
-        typeof usage.reasoning_tokens === 'number'
-      ) {
-        await spendTokens(
-          {
-            model,
-            context: 'reasoning',
-            conversationId: this.conversationId,
-            user: this.user ?? this.options.req.user?.id,
-            endpointTokenConfig: this.options.endpointTokenConfig,
-          },
-          { completionTokens: usage.reasoning_tokens },
-        );
-      }
-    } catch (error) {
-      logger.error(
-        '[api/server/controllers/agents/client.js #recordTokenUsage] Error recording token usage',
-        error,
-      );
-    }
-  }
+  /** Silent method, as `recordCollectedUsage` is used instead */
+  async recordTokenUsage() {}
 
   getEncoding() {
     return 'o200k_base';

api/server/controllers/agents/errors.js

@@ -1,10 +1,10 @@
 // errorHandler.js
-const { logger } = require('@librechat/data-schemas');
+const { logger } = require('~/config');
+const getLogStores = require('~/cache/getLogStores');
 const { CacheKeys, ViolationTypes } = require('librechat-data-provider');
-const { sendResponse } = require('~/server/middleware/error');
 const { recordUsage } = require('~/server/services/Threads');
 const { getConvo } = require('~/models/Conversation');
-const getLogStores = require('~/cache/getLogStores');
+const { sendResponse } = require('~/server/utils');
 
 /**
  * @typedef {Object} ErrorHandlerContext
@@ -75,7 +75,7 @@ const createErrorHandler = ({ req, res, getContext, originPath = '/assistants/ch
     } else if (/Files.*are invalid/.test(error.message)) {
       const errorMessage = `Files are invalid, or may not have uploaded yet.${
         endpoint === 'azureAssistants'
-          ? " If using Azure OpenAI, files are only available in the region of the assistant's model at the time of upload."
+          ? ' If using Azure OpenAI, files are only available in the region of the assistant\'s model at the time of upload.'
           : ''
       }`;
       return sendResponse(req, res, messageData, errorMessage);
@@ -105,6 +105,8 @@ const createErrorHandler = ({ req, res, getContext, originPath = '/assistants/ch
         return res.end();
       }
       await cache.delete(cacheKey);
+      // const cancelledRun = await openai.beta.threads.runs.cancel(thread_id, run_id);
+      // logger.debug(`[${originPath}] Cancelled run:`, cancelledRun);
     } catch (error) {
       logger.error(`[${originPath}] Error cancelling run`, error);
     }
@@ -113,6 +115,7 @@ const createErrorHandler = ({ req, res, getContext, originPath = '/assistants/ch
 
     let run;
     try {
+      // run = await openai.beta.threads.runs.retrieve(thread_id, run_id);
       await recordUsage({
         ...run.usage,
         model: run.model,
@@ -125,9 +128,18 @@ const createErrorHandler = ({ req, res, getContext, originPath = '/assistants/ch
 
     let finalEvent;
     try {
+      // const errorContentPart = {
+      //   text: {
+      //     value:
+      //       error?.message ?? 'There was an error processing your request. Please try again later.',
+      //   },
+      //   type: ContentTypes.ERROR,
+      // };
+
       finalEvent = {
         final: true,
         conversation: await getConvo(req.user.id, conversationId),
+        // runMessages,
       };
     } catch (error) {
       logger.error(`[${originPath}] Error finalizing error process`, error);

api/server/controllers/agents/llm.js

@@ -0,0 +1,106 @@
+const { HttpsProxyAgent } = require('https-proxy-agent');
+const { resolveHeaders } = require('librechat-data-provider');
+const { createLLM } = require('~/app/clients/llm');
+
+/**
+ * Initializes and returns a Language Learning Model (LLM) instance.
+ *
+ * @param {Object} options - Configuration options for the LLM.
+ * @param {string} options.model - The model identifier.
+ * @param {string} options.modelName - The specific name of the model.
+ * @param {number} options.temperature - The temperature setting for the model.
+ * @param {number} options.presence_penalty - The presence penalty for the model.
+ * @param {number} options.frequency_penalty - The frequency penalty for the model.
+ * @param {number} options.max_tokens - The maximum number of tokens for the model output.
+ * @param {boolean} options.streaming - Whether to use streaming for the model output.
+ * @param {Object} options.context - The context for the conversation.
+ * @param {number} options.tokenBuffer - The token buffer size.
+ * @param {number} options.initialMessageCount - The initial message count.
+ * @param {string} options.conversationId - The ID of the conversation.
+ * @param {string} options.user - The user identifier.
+ * @param {string} options.langchainProxy - The langchain proxy URL.
+ * @param {boolean} options.useOpenRouter - Whether to use OpenRouter.
+ * @param {Object} options.options - Additional options.
+ * @param {Object} options.options.headers - Custom headers for the request.
+ * @param {string} options.options.proxy - Proxy URL.
+ * @param {Object} options.options.req - The request object.
+ * @param {Object} options.options.res - The response object.
+ * @param {boolean} options.options.debug - Whether to enable debug mode.
+ * @param {string} options.apiKey - The API key for authentication.
+ * @param {Object} options.azure - Azure-specific configuration.
+ * @param {Object} options.abortController - The AbortController instance.
+ * @returns {Object} The initialized LLM instance.
+ */
+function initializeLLM(options) {
+  const {
+    model,
+    modelName,
+    temperature,
+    presence_penalty,
+    frequency_penalty,
+    max_tokens,
+    streaming,
+    user,
+    langchainProxy,
+    useOpenRouter,
+    options: { headers, proxy },
+    apiKey,
+    azure,
+  } = options;
+
+  const modelOptions = {
+    modelName: modelName || model,
+    temperature,
+    presence_penalty,
+    frequency_penalty,
+    user,
+  };
+
+  if (max_tokens) {
+    modelOptions.max_tokens = max_tokens;
+  }
+
+  const configOptions = {};
+
+  if (langchainProxy) {
+    configOptions.basePath = langchainProxy;
+  }
+
+  if (useOpenRouter) {
+    configOptions.basePath = 'https://openrouter.ai/api/v1';
+    configOptions.baseOptions = {
+      headers: {
+        'HTTP-Referer': 'https://librechat.ai',
+        'X-Title': 'LibreChat',
+      },
+    };
+  }
+
+  if (headers && typeof headers === 'object' && !Array.isArray(headers)) {
+    configOptions.baseOptions = {
+      headers: resolveHeaders({
+        ...headers,
+        ...configOptions?.baseOptions?.headers,
+      }),
+    };
+  }
+
+  if (proxy) {
+    configOptions.httpAgent = new HttpsProxyAgent(proxy);
+    configOptions.httpsAgent = new HttpsProxyAgent(proxy);
+  }
+
+  const llm = createLLM({
+    modelOptions,
+    configOptions,
+    openAIApiKey: apiKey,
+    azure,
+    streaming,
+  });
+
+  return llm;
+}
+
+module.exports = {
+  initializeLLM,
+};

api/server/controllers/agents/request.js

@@ -1,5 +1,3 @@
-const { sendEvent } = require('@librechat/api');
-const { logger } = require('@librechat/data-schemas');
 const { Constants } = require('librechat-data-provider');
 const {
   handleAbortError,
@@ -7,19 +5,17 @@ const {
   cleanupAbortController,
 } = require('~/server/middleware');
 const { disposeClient, clientRegistry, requestDataMap } = require('~/server/cleanup');
+const { sendMessage } = require('~/server/utils');
 const { saveMessage } = require('~/models');
+const { logger } = require('~/config');
 
 const AgentController = async (req, res, next, initializeClient, addTitle) => {
   let {
     text,
-    isRegenerate,
     endpointOption,
     conversationId,
-    isContinued = false,
-    editedContent = null,
     parentMessageId = null,
     overrideParentMessageId = null,
-    responseMessageId: editedResponseMessageId = null,
   } = req.body;
 
   let sender;
@@ -71,7 +67,7 @@ const AgentController = async (req, res, next, initializeClient, addTitle) => {
             handler();
           }
         } catch (e) {
-          logger.error('[AgentController] Error in cleanup handler', e);
+          // Ignore cleanup errors
         }
       }
     }
@@ -159,7 +155,7 @@ const AgentController = async (req, res, next, initializeClient, addTitle) => {
       try {
         res.removeListener('close', closeHandler);
       } catch (e) {
-        logger.error('[AgentController] Error removing close listener', e);
+        // Ignore
       }
     });
 
@@ -167,15 +163,10 @@ const AgentController = async (req, res, next, initializeClient, addTitle) => {
       user: userId,
       onStart,
       getReqData,
-      isContinued,
-      isRegenerate,
-      editedContent,
       conversationId,
       parentMessageId,
       abortController,
       overrideParentMessageId,
-      isEdited: !!editedContent,
-      responseMessageId: editedResponseMessageId,
       progressOptions: {
         res,
       },
@@ -215,7 +206,7 @@ const AgentController = async (req, res, next, initializeClient, addTitle) => {
       // Create a new response object with minimal copies
       const finalResponse = { ...response };
 
-      sendEvent(res, {
+      sendMessage(res, {
         final: true,
         conversation,
         title: conversation.title,
@@ -233,26 +224,6 @@ const AgentController = async (req, res, next, initializeClient, addTitle) => {
         );
       }
     }
-    // Edge case: sendMessage completed but abort happened during sendCompletion
-    // We need to ensure a final event is sent
-    else if (!res.headersSent && !res.finished) {
-      logger.debug(
-        '[AgentController] Handling edge case: `sendMessage` completed but aborted during `sendCompletion`',
-      );
-
-      const finalResponse = { ...response };
-      finalResponse.error = true;
-
-      sendEvent(res, {
-        final: true,
-        conversation,
-        title: conversation.title,
-        requestMessage: userMessage,
-        responseMessage: finalResponse,
-        error: { message: 'Request was aborted during completion' },
-      });
-      res.end();
-    }
 
     // Save user message if needed
     if (!client.skipSaveUserMessage) {

api/server/controllers/agents/v1.js

@@ -1,39 +1,38 @@
-const { z } = require('zod');
 const fs = require('fs').promises;
 const { nanoid } = require('nanoid');
-const { logger } = require('@librechat/data-schemas');
-const { agentCreateSchema, agentUpdateSchema } = require('@librechat/api');
+const { logger, PermissionBits } = require('@librechat/data-schemas');
 const {
   Tools,
-  Constants,
-  FileSources,
   SystemRoles,
+  FileSources,
   EToolResources,
   actionDelimiter,
-  removeNullishValues,
 } = require('librechat-data-provider');
 const {
   getAgent,
   createAgent,
   updateAgent,
   deleteAgent,
-  getListAgents,
+  getListAgentsByAccess,
 } = require('~/models/Agent');
+const {
+  grantPermission,
+  findAccessibleResources,
+  findPubliclyAccessibleResources,
+  hasPublicPermission,
+} = require('~/server/services/PermissionService');
 const { getStrategyFunctions } = require('~/server/services/Files/strategies');
 const { resizeAvatar } = require('~/server/services/Files/images/avatar');
 const { refreshS3Url } = require('~/server/services/Files/S3/crud');
 const { filterFile } = require('~/server/services/Files/process');
 const { updateAction, getActions } = require('~/models/Action');
 const { getCachedTools } = require('~/server/services/Config');
-const { updateAgentProjects } = require('~/models/Agent');
-const { getProjectByName } = require('~/models/Project');
 const { revertAgentVersion } = require('~/models/Agent');
 const { deleteFileByFilter } = require('~/models/File');
 
 const systemTools = {
   [Tools.execute_code]: true,
   [Tools.file_search]: true,
-  [Tools.web_search]: true,
 };
 
 /**
@@ -46,13 +45,9 @@ const systemTools = {
  */
 const createAgentHandler = async (req, res) => {
   try {
-    const validatedData = agentCreateSchema.parse(req.body);
-    const { tools = [], ...agentData } = removeNullishValues(validatedData);
-
+    const { tools = [], provider, name, description, instructions, model, ...agentData } = req.body;
     const { id: userId } = req.user;
 
-    agentData.id = `agent_${nanoid()}`;
-    agentData.author = userId;
     agentData.tools = [];
 
     const availableTools = await getCachedTools({ includeGlobal: true });
@@ -66,13 +61,40 @@ const createAgentHandler = async (req, res) => {
       }
     }
 
+    Object.assign(agentData, {
+      author: userId,
+      name,
+      description,
+      instructions,
+      provider,
+      model,
+    });
+
+    agentData.id = `agent_${nanoid()}`;
     const agent = await createAgent(agentData);
+
+    // Automatically grant owner permissions to the creator
+    try {
+      await grantPermission({
+        principalType: 'user',
+        principalId: userId,
+        resourceType: 'agent',
+        resourceId: agent._id,
+        accessRoleId: 'agent_owner',
+        grantedBy: userId,
+      });
+      logger.debug(
+        `[createAgent] Granted owner permissions to user ${userId} for agent ${agent.id}`,
+      );
+    } catch (permissionError) {
+      logger.error(
+        `[createAgent] Failed to grant owner permissions for agent ${agent.id}:`,
+        permissionError,
+      );
+    }
+
     res.status(201).json(agent);
   } catch (error) {
-    if (error instanceof z.ZodError) {
-      logger.error('[/Agents] Validation error', error.errors);
-      return res.status(400).json({ error: 'Invalid request data', details: error.errors });
-    }
     logger.error('[/Agents] Error creating agent', error);
     res.status(500).json({ error: error.message });
   }
@@ -89,21 +111,14 @@ const createAgentHandler = async (req, res) => {
  * @returns {Promise<Agent>} 200 - success response - application/json
  * @returns {Error} 404 - Agent not found
  */
-const getAgentHandler = async (req, res) => {
+const getAgentHandler = async (req, res, expandProperties = false) => {
   try {
     const id = req.params.id;
     const author = req.user.id;
 
-    let query = { id, author };
-
-    const globalProject = await getProjectByName(Constants.GLOBAL_PROJECT_NAME, ['agentIds']);
-    if (globalProject && (globalProject.agentIds?.length ?? 0) > 0) {
-      query = {
-        $or: [{ id, $in: globalProject.agentIds }, query],
-      };
-    }
-
-    const agent = await getAgent(query);
+    // Permissions are validated by middleware before calling this function
+    // Simply load the agent by ID
+    const agent = await getAgent({ id });
 
     if (!agent) {
       return res.status(404).json({ error: 'Agent not found' });
@@ -120,23 +135,45 @@ const getAgentHandler = async (req, res) => {
     }
 
     agent.author = agent.author.toString();
+
+    // @deprecated - isCollaborative replaced by ACL permissions
     agent.isCollaborative = !!agent.isCollaborative;
 
+    // Check if agent is public
+    const isPublic = await hasPublicPermission({
+      resourceType: 'agent',
+      resourceId: agent._id,
+      requiredPermissions: PermissionBits.VIEW,
+    });
+    agent.isPublic = isPublic;
+
     if (agent.author !== author) {
       delete agent.author;
     }
 
-    if (!agent.isCollaborative && agent.author !== author && req.user.role !== SystemRoles.ADMIN) {
+    if (!expandProperties) {
+      // VIEW permission: Basic agent info only
       return res.status(200).json({
+        _id: agent._id,
         id: agent.id,
         name: agent.name,
+        description: agent.description,
         avatar: agent.avatar,
         author: agent.author,
+        provider: agent.provider,
+        model: agent.model,
         projectIds: agent.projectIds,
+        // @deprecated - isCollaborative replaced by ACL permissions
         isCollaborative: agent.isCollaborative,
+        isPublic: agent.isPublic,
         version: agent.version,
+        // Safe metadata
+        createdAt: agent.createdAt,
+        updatedAt: agent.updatedAt,
       });
     }
+
+    // EDIT permission: Full agent details including sensitive configuration
     return res.status(200).json(agent);
   } catch (error) {
     logger.error('[/Agents/:id] Error retrieving agent', error);
@@ -156,47 +193,20 @@ const getAgentHandler = async (req, res) => {
 const updateAgentHandler = async (req, res) => {
   try {
     const id = req.params.id;
-    const validatedData = agentUpdateSchema.parse(req.body);
-    const { projectIds, removeProjectIds, ...updateData } = removeNullishValues(validatedData);
-    const isAdmin = req.user.role === SystemRoles.ADMIN;
+    const { _id, ...updateData } = req.body;
     const existingAgent = await getAgent({ id });
 
     if (!existingAgent) {
       return res.status(404).json({ error: 'Agent not found' });
     }
 
-    const isAuthor = existingAgent.author.toString() === req.user.id;
-    const hasEditPermission = existingAgent.isCollaborative || isAdmin || isAuthor;
-
-    if (!hasEditPermission) {
-      return res.status(403).json({
-        error: 'You do not have permission to modify this non-collaborative agent',
-      });
-    }
-
-    /** @type {boolean} */
-    const isProjectUpdate = (projectIds?.length ?? 0) > 0 || (removeProjectIds?.length ?? 0) > 0;
-
     let updatedAgent =
       Object.keys(updateData).length > 0
         ? await updateAgent({ id }, updateData, {
             updatingUserId: req.user.id,
-            skipVersioning: isProjectUpdate,
           })
         : existingAgent;
 
-    if (isProjectUpdate) {
-      updatedAgent = await updateAgentProjects({
-        user: req.user,
-        agentId: id,
-        projectIds,
-        removeProjectIds,
-      });
-    }
-
-    // Add version count to the response
-    updatedAgent.version = updatedAgent.versions ? updatedAgent.versions.length : 0;
-
     if (updatedAgent.author) {
       updatedAgent.author = updatedAgent.author.toString();
     }
@@ -207,11 +217,6 @@ const updateAgentHandler = async (req, res) => {
 
     return res.json(updatedAgent);
   } catch (error) {
-    if (error instanceof z.ZodError) {
-      logger.error('[/Agents/:id] Validation error', error.errors);
-      return res.status(400).json({ error: 'Invalid request data', details: error.errors });
-    }
-
     logger.error('[/Agents/:id] Error updating Agent', error);
 
     if (error.statusCode === 409) {
@@ -254,8 +259,6 @@ const duplicateAgentHandler = async (req, res) => {
       createdAt: _createdAt,
       updatedAt: _updatedAt,
       tool_resources: _tool_resources = {},
-      versions: _versions,
-      __v: _v,
       ...cloneData
     } = agent;
     cloneData.name = `${agent.name} (${new Date().toLocaleString('en-US', {
@@ -321,6 +324,26 @@ const duplicateAgentHandler = async (req, res) => {
     newAgentData.actions = agentActions;
     const newAgent = await createAgent(newAgentData);
 
+    // Automatically grant owner permissions to the duplicator
+    try {
+      await grantPermission({
+        principalType: 'user',
+        principalId: userId,
+        resourceType: 'agent',
+        resourceId: newAgent._id,
+        accessRoleId: 'agent_owner',
+        grantedBy: userId,
+      });
+      logger.debug(
+        `[duplicateAgent] Granted owner permissions to user ${userId} for duplicated agent ${newAgent.id}`,
+      );
+    } catch (permissionError) {
+      logger.error(
+        `[duplicateAgent] Failed to grant owner permissions for duplicated agent ${newAgent.id}:`,
+        permissionError,
+      );
+    }
+
     return res.status(201).json({
       agent: newAgent,
       actions: newActionsList,
@@ -347,7 +370,7 @@ const deleteAgentHandler = async (req, res) => {
     if (!agent) {
       return res.status(404).json({ error: 'Agent not found' });
     }
-    await deleteAgent({ id, author: req.user.id });
+    await deleteAgent({ id });
     return res.json({ message: 'Agent deleted' });
   } catch (error) {
     logger.error('[/Agents/:id] Error deleting Agent', error);
@@ -356,7 +379,7 @@ const deleteAgentHandler = async (req, res) => {
 };
 
 /**
- *
+ * Lists agents using ACL-aware permissions (ownership + explicit shares).
  * @route GET /Agents
  * @param {object} req - Express Request
  * @param {object} req.query - Request query
@@ -365,9 +388,31 @@ const deleteAgentHandler = async (req, res) => {
  */
 const getListAgentsHandler = async (req, res) => {
   try {
-    const data = await getListAgents({
-      author: req.user.id,
+    const userId = req.user.id;
+
+    // Get agent IDs the user has VIEW access to via ACL
+    const accessibleIds = await findAccessibleResources({
+      userId,
+      resourceType: 'agent',
+      requiredPermissions: PermissionBits.VIEW,
     });
+    const publiclyAccessibleIds = await findPubliclyAccessibleResources({
+      resourceType: 'agent',
+      requiredPermissions: PermissionBits.VIEW,
+    });
+    // Use the new ACL-aware function
+    const data = await getListAgentsByAccess({
+      accessibleIds,
+      otherParams: {}, // Can add query params here if needed
+    });
+    if (data?.data?.length) {
+      data.data = data.data.map((agent) => {
+        if (publiclyAccessibleIds.some((id) => id.equals(agent._id))) {
+          agent.isPublic = true;
+        }
+        return agent;
+      });
+    }
     return res.json(data);
   } catch (error) {
     logger.error('[/Agents] Error listing Agents', error);
@@ -394,22 +439,6 @@ const uploadAgentAvatarHandler = async (req, res) => {
       return res.status(400).json({ message: 'Agent ID is required' });
     }
 
-    const isAdmin = req.user.role === SystemRoles.ADMIN;
-    const existingAgent = await getAgent({ id: agent_id });
-
-    if (!existingAgent) {
-      return res.status(404).json({ error: 'Agent not found' });
-    }
-
-    const isAuthor = existingAgent.author.toString() === req.user.id;
-    const hasEditPermission = existingAgent.isCollaborative || isAdmin || isAuthor;
-
-    if (!hasEditPermission) {
-      return res.status(403).json({
-        error: 'You do not have permission to modify this non-collaborative agent',
-      });
-    }
-
     const buffer = await fs.readFile(req.file.path);
 
     const fileStrategy = req.app.locals.fileStrategy;
@@ -432,7 +461,14 @@ const uploadAgentAvatarHandler = async (req, res) => {
       source: fileStrategy,
     };
 
-    let _avatar = existingAgent.avatar;
+    let _avatar;
+    try {
+      const agent = await getAgent({ id: agent_id });
+      _avatar = agent.avatar;
+    } catch (error) {
+      logger.error('[/:agent_id/avatar] Error fetching agent', error);
+      _avatar = {};
+    }
 
     if (_avatar && _avatar.source) {
       const { deleteFile } = getStrategyFunctions(_avatar.source);

api/server/controllers/agents/v1.spec.js

@@ -1,681 +0,0 @@
-const mongoose = require('mongoose');
-const { v4: uuidv4 } = require('uuid');
-const { MongoMemoryServer } = require('mongodb-memory-server');
-const { agentSchema } = require('@librechat/data-schemas');
-
-// Only mock the dependencies that are not database-related
-jest.mock('~/server/services/Config', () => ({
-  getCachedTools: jest.fn().mockResolvedValue({
-    web_search: true,
-    execute_code: true,
-    file_search: true,
-  }),
-}));
-
-jest.mock('~/models/Project', () => ({
-  getProjectByName: jest.fn().mockResolvedValue(null),
-}));
-
-jest.mock('~/server/services/Files/strategies', () => ({
-  getStrategyFunctions: jest.fn(),
-}));
-
-jest.mock('~/server/services/Files/images/avatar', () => ({
-  resizeAvatar: jest.fn(),
-}));
-
-jest.mock('~/server/services/Files/S3/crud', () => ({
-  refreshS3Url: jest.fn(),
-}));
-
-jest.mock('~/server/services/Files/process', () => ({
-  filterFile: jest.fn(),
-}));
-
-jest.mock('~/models/Action', () => ({
-  updateAction: jest.fn(),
-  getActions: jest.fn().mockResolvedValue([]),
-}));
-
-jest.mock('~/models/File', () => ({
-  deleteFileByFilter: jest.fn(),
-}));
-
-const { createAgent: createAgentHandler, updateAgent: updateAgentHandler } = require('./v1');
-
-/**
- * @type {import('mongoose').Model<import('@librechat/data-schemas').IAgent>}
- */
-let Agent;
-
-describe('Agent Controllers - Mass Assignment Protection', () => {
-  let mongoServer;
-  let mockReq;
-  let mockRes;
-
-  beforeAll(async () => {
-    mongoServer = await MongoMemoryServer.create();
-    const mongoUri = mongoServer.getUri();
-    await mongoose.connect(mongoUri);
-    Agent = mongoose.models.Agent || mongoose.model('Agent', agentSchema);
-  }, 20000);
-
-  afterAll(async () => {
-    await mongoose.disconnect();
-    await mongoServer.stop();
-  });
-
-  beforeEach(async () => {
-    await Agent.deleteMany({});
-
-    // Reset all mocks
-    jest.clearAllMocks();
-
-    // Setup mock request and response objects
-    mockReq = {
-      user: {
-        id: new mongoose.Types.ObjectId().toString(),
-        role: 'USER',
-      },
-      body: {},
-      params: {},
-      app: {
-        locals: {
-          fileStrategy: 'local',
-        },
-      },
-    };
-
-    mockRes = {
-      status: jest.fn().mockReturnThis(),
-      json: jest.fn().mockReturnThis(),
-    };
-  });
-
-  describe('createAgentHandler', () => {
-    test('should create agent with allowed fields only', async () => {
-      const validData = {
-        name: 'Test Agent',
-        description: 'A test agent',
-        instructions: 'Be helpful',
-        provider: 'openai',
-        model: 'gpt-4',
-        tools: ['web_search'],
-        model_parameters: { temperature: 0.7 },
-        tool_resources: {
-          file_search: { file_ids: ['file1', 'file2'] },
-        },
-      };
-
-      mockReq.body = validData;
-
-      await createAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(201);
-      expect(mockRes.json).toHaveBeenCalled();
-
-      const createdAgent = mockRes.json.mock.calls[0][0];
-      expect(createdAgent.name).toBe('Test Agent');
-      expect(createdAgent.description).toBe('A test agent');
-      expect(createdAgent.provider).toBe('openai');
-      expect(createdAgent.model).toBe('gpt-4');
-      expect(createdAgent.author.toString()).toBe(mockReq.user.id);
-      expect(createdAgent.tools).toContain('web_search');
-
-      // Verify in database
-      const agentInDb = await Agent.findOne({ id: createdAgent.id });
-      expect(agentInDb).toBeDefined();
-      expect(agentInDb.name).toBe('Test Agent');
-      expect(agentInDb.author.toString()).toBe(mockReq.user.id);
-    });
-
-    test('should reject creation with unauthorized fields (mass assignment protection)', async () => {
-      const maliciousData = {
-        // Required fields
-        provider: 'openai',
-        model: 'gpt-4',
-        name: 'Malicious Agent',
-
-        // Unauthorized fields that should be stripped
-        author: new mongoose.Types.ObjectId().toString(), // Should not be able to set author
-        authorName: 'Hacker', // Should be stripped
-        isCollaborative: true, // Should be stripped on creation
-        versions: [], // Should be stripped
-        _id: new mongoose.Types.ObjectId(), // Should be stripped
-        id: 'custom_agent_id', // Should be overridden
-        createdAt: new Date('2020-01-01'), // Should be stripped
-        updatedAt: new Date('2020-01-01'), // Should be stripped
-      };
-
-      mockReq.body = maliciousData;
-
-      await createAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(201);
-
-      const createdAgent = mockRes.json.mock.calls[0][0];
-
-      // Verify unauthorized fields were not set
-      expect(createdAgent.author.toString()).toBe(mockReq.user.id); // Should be the request user, not the malicious value
-      expect(createdAgent.authorName).toBeUndefined();
-      expect(createdAgent.isCollaborative).toBeFalsy();
-      expect(createdAgent.versions).toHaveLength(1); // Should have exactly 1 version from creation
-      expect(createdAgent.id).not.toBe('custom_agent_id'); // Should have generated ID
-      expect(createdAgent.id).toMatch(/^agent_/); // Should have proper prefix
-
-      // Verify timestamps are recent (not the malicious dates)
-      const createdTime = new Date(createdAgent.createdAt).getTime();
-      const now = Date.now();
-      expect(now - createdTime).toBeLessThan(5000); // Created within last 5 seconds
-
-      // Verify in database
-      const agentInDb = await Agent.findOne({ id: createdAgent.id });
-      expect(agentInDb.author.toString()).toBe(mockReq.user.id);
-      expect(agentInDb.authorName).toBeUndefined();
-    });
-
-    test('should validate required fields', async () => {
-      const invalidData = {
-        name: 'Missing Required Fields',
-        // Missing provider and model
-      };
-
-      mockReq.body = invalidData;
-
-      await createAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(400);
-      expect(mockRes.json).toHaveBeenCalledWith(
-        expect.objectContaining({
-          error: 'Invalid request data',
-          details: expect.any(Array),
-        }),
-      );
-
-      // Verify nothing was created in database
-      const count = await Agent.countDocuments();
-      expect(count).toBe(0);
-    });
-
-    test('should handle tool_resources validation', async () => {
-      const dataWithInvalidToolResources = {
-        provider: 'openai',
-        model: 'gpt-4',
-        name: 'Agent with Tool Resources',
-        tool_resources: {
-          // Valid resources
-          file_search: {
-            file_ids: ['file1', 'file2'],
-            vector_store_ids: ['vs1'],
-          },
-          execute_code: {
-            file_ids: ['file3'],
-          },
-          // Invalid resource (should be stripped by schema)
-          invalid_resource: {
-            file_ids: ['file4'],
-          },
-        },
-      };
-
-      mockReq.body = dataWithInvalidToolResources;
-
-      await createAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(201);
-
-      const createdAgent = mockRes.json.mock.calls[0][0];
-      expect(createdAgent.tool_resources).toBeDefined();
-      expect(createdAgent.tool_resources.file_search).toBeDefined();
-      expect(createdAgent.tool_resources.execute_code).toBeDefined();
-      expect(createdAgent.tool_resources.invalid_resource).toBeUndefined(); // Should be stripped
-
-      // Verify in database
-      const agentInDb = await Agent.findOne({ id: createdAgent.id });
-      expect(agentInDb.tool_resources.invalid_resource).toBeUndefined();
-    });
-
-    test('should handle avatar validation', async () => {
-      const dataWithAvatar = {
-        provider: 'openai',
-        model: 'gpt-4',
-        name: 'Agent with Avatar',
-        avatar: {
-          filepath: 'https://example.com/avatar.png',
-          source: 's3',
-        },
-      };
-
-      mockReq.body = dataWithAvatar;
-
-      await createAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(201);
-
-      const createdAgent = mockRes.json.mock.calls[0][0];
-      expect(createdAgent.avatar).toEqual({
-        filepath: 'https://example.com/avatar.png',
-        source: 's3',
-      });
-    });
-
-    test('should handle invalid avatar format', async () => {
-      const dataWithInvalidAvatar = {
-        provider: 'openai',
-        model: 'gpt-4',
-        name: 'Agent with Invalid Avatar',
-        avatar: 'just-a-string', // Invalid format
-      };
-
-      mockReq.body = dataWithInvalidAvatar;
-
-      await createAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(400);
-      expect(mockRes.json).toHaveBeenCalledWith(
-        expect.objectContaining({
-          error: 'Invalid request data',
-        }),
-      );
-    });
-  });
-
-  describe('updateAgentHandler', () => {
-    let existingAgentId;
-    let existingAgentAuthorId;
-
-    beforeEach(async () => {
-      // Create an existing agent for update tests
-      existingAgentAuthorId = new mongoose.Types.ObjectId();
-      const agent = await Agent.create({
-        id: `agent_${uuidv4()}`,
-        name: 'Original Agent',
-        provider: 'openai',
-        model: 'gpt-3.5-turbo',
-        author: existingAgentAuthorId,
-        description: 'Original description',
-        isCollaborative: false,
-        versions: [
-          {
-            name: 'Original Agent',
-            provider: 'openai',
-            model: 'gpt-3.5-turbo',
-            description: 'Original description',
-            createdAt: new Date(),
-            updatedAt: new Date(),
-          },
-        ],
-      });
-      existingAgentId = agent.id;
-    });
-
-    test('should update agent with allowed fields only', async () => {
-      mockReq.user.id = existingAgentAuthorId.toString(); // Set as author
-      mockReq.params.id = existingAgentId;
-      mockReq.body = {
-        name: 'Updated Agent',
-        description: 'Updated description',
-        model: 'gpt-4',
-        isCollaborative: true, // This IS allowed in updates
-      };
-
-      await updateAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).not.toHaveBeenCalledWith(400);
-      expect(mockRes.status).not.toHaveBeenCalledWith(403);
-      expect(mockRes.json).toHaveBeenCalled();
-
-      const updatedAgent = mockRes.json.mock.calls[0][0];
-      expect(updatedAgent.name).toBe('Updated Agent');
-      expect(updatedAgent.description).toBe('Updated description');
-      expect(updatedAgent.model).toBe('gpt-4');
-      expect(updatedAgent.isCollaborative).toBe(true);
-      expect(updatedAgent.author).toBe(existingAgentAuthorId.toString());
-
-      // Verify in database
-      const agentInDb = await Agent.findOne({ id: existingAgentId });
-      expect(agentInDb.name).toBe('Updated Agent');
-      expect(agentInDb.isCollaborative).toBe(true);
-    });
-
-    test('should reject update with unauthorized fields (mass assignment protection)', async () => {
-      mockReq.user.id = existingAgentAuthorId.toString();
-      mockReq.params.id = existingAgentId;
-      mockReq.body = {
-        name: 'Updated Name',
-
-        // Unauthorized fields that should be stripped
-        author: new mongoose.Types.ObjectId().toString(), // Should not be able to change author
-        authorName: 'Hacker', // Should be stripped
-        id: 'different_agent_id', // Should be stripped
-        _id: new mongoose.Types.ObjectId(), // Should be stripped
-        versions: [], // Should be stripped
-        createdAt: new Date('2020-01-01'), // Should be stripped
-        updatedAt: new Date('2020-01-01'), // Should be stripped
-      };
-
-      await updateAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.json).toHaveBeenCalled();
-
-      const updatedAgent = mockRes.json.mock.calls[0][0];
-
-      // Verify unauthorized fields were not changed
-      expect(updatedAgent.author).toBe(existingAgentAuthorId.toString()); // Should not have changed
-      expect(updatedAgent.authorName).toBeUndefined();
-      expect(updatedAgent.id).toBe(existingAgentId); // Should not have changed
-      expect(updatedAgent.name).toBe('Updated Name'); // Only this should have changed
-
-      // Verify in database
-      const agentInDb = await Agent.findOne({ id: existingAgentId });
-      expect(agentInDb.author.toString()).toBe(existingAgentAuthorId.toString());
-      expect(agentInDb.id).toBe(existingAgentId);
-    });
-
-    test('should reject update from non-author when not collaborative', async () => {
-      const differentUserId = new mongoose.Types.ObjectId().toString();
-      mockReq.user.id = differentUserId; // Different user
-      mockReq.params.id = existingAgentId;
-      mockReq.body = {
-        name: 'Unauthorized Update',
-      };
-
-      await updateAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(403);
-      expect(mockRes.json).toHaveBeenCalledWith({
-        error: 'You do not have permission to modify this non-collaborative agent',
-      });
-
-      // Verify agent was not modified in database
-      const agentInDb = await Agent.findOne({ id: existingAgentId });
-      expect(agentInDb.name).toBe('Original Agent');
-    });
-
-    test('should allow update from non-author when collaborative', async () => {
-      // First make the agent collaborative
-      await Agent.updateOne({ id: existingAgentId }, { isCollaborative: true });
-
-      const differentUserId = new mongoose.Types.ObjectId().toString();
-      mockReq.user.id = differentUserId; // Different user
-      mockReq.params.id = existingAgentId;
-      mockReq.body = {
-        name: 'Collaborative Update',
-      };
-
-      await updateAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).not.toHaveBeenCalledWith(403);
-      expect(mockRes.json).toHaveBeenCalled();
-
-      const updatedAgent = mockRes.json.mock.calls[0][0];
-      expect(updatedAgent.name).toBe('Collaborative Update');
-      // Author field should be removed for non-author
-      expect(updatedAgent.author).toBeUndefined();
-
-      // Verify in database
-      const agentInDb = await Agent.findOne({ id: existingAgentId });
-      expect(agentInDb.name).toBe('Collaborative Update');
-    });
-
-    test('should allow admin to update any agent', async () => {
-      const adminUserId = new mongoose.Types.ObjectId().toString();
-      mockReq.user.id = adminUserId;
-      mockReq.user.role = 'ADMIN'; // Set as admin
-      mockReq.params.id = existingAgentId;
-      mockReq.body = {
-        name: 'Admin Update',
-      };
-
-      await updateAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).not.toHaveBeenCalledWith(403);
-      expect(mockRes.json).toHaveBeenCalled();
-
-      const updatedAgent = mockRes.json.mock.calls[0][0];
-      expect(updatedAgent.name).toBe('Admin Update');
-    });
-
-    test('should handle projectIds updates', async () => {
-      mockReq.user.id = existingAgentAuthorId.toString();
-      mockReq.params.id = existingAgentId;
-
-      const projectId1 = new mongoose.Types.ObjectId().toString();
-      const projectId2 = new mongoose.Types.ObjectId().toString();
-
-      mockReq.body = {
-        projectIds: [projectId1, projectId2],
-      };
-
-      await updateAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.json).toHaveBeenCalled();
-
-      const updatedAgent = mockRes.json.mock.calls[0][0];
-      expect(updatedAgent).toBeDefined();
-      // Note: updateAgentProjects requires more setup, so we just verify the handler doesn't crash
-    });
-
-    test('should validate tool_resources in updates', async () => {
-      mockReq.user.id = existingAgentAuthorId.toString();
-      mockReq.params.id = existingAgentId;
-      mockReq.body = {
-        tool_resources: {
-          ocr: {
-            file_ids: ['ocr1', 'ocr2'],
-          },
-          execute_code: {
-            file_ids: ['img1'],
-          },
-          // Invalid tool resource
-          invalid_tool: {
-            file_ids: ['invalid'],
-          },
-        },
-      };
-
-      await updateAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.json).toHaveBeenCalled();
-
-      const updatedAgent = mockRes.json.mock.calls[0][0];
-      expect(updatedAgent.tool_resources).toBeDefined();
-      expect(updatedAgent.tool_resources.ocr).toBeDefined();
-      expect(updatedAgent.tool_resources.execute_code).toBeDefined();
-      expect(updatedAgent.tool_resources.invalid_tool).toBeUndefined();
-    });
-
-    test('should return 404 for non-existent agent', async () => {
-      mockReq.user.id = existingAgentAuthorId.toString();
-      mockReq.params.id = `agent_${uuidv4()}`; // Non-existent ID
-      mockReq.body = {
-        name: 'Update Non-existent',
-      };
-
-      await updateAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(404);
-      expect(mockRes.json).toHaveBeenCalledWith({ error: 'Agent not found' });
-    });
-
-    test('should include version field in update response', async () => {
-      mockReq.user.id = existingAgentAuthorId.toString();
-      mockReq.params.id = existingAgentId;
-      mockReq.body = {
-        name: 'Updated with Version Check',
-      };
-
-      await updateAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.json).toHaveBeenCalled();
-      const updatedAgent = mockRes.json.mock.calls[0][0];
-
-      // Verify version field is included and is a number
-      expect(updatedAgent).toHaveProperty('version');
-      expect(typeof updatedAgent.version).toBe('number');
-      expect(updatedAgent.version).toBeGreaterThanOrEqual(1);
-
-      // Verify in database
-      const agentInDb = await Agent.findOne({ id: existingAgentId });
-      expect(updatedAgent.version).toBe(agentInDb.versions.length);
-    });
-
-    test('should handle validation errors properly', async () => {
-      mockReq.user.id = existingAgentAuthorId.toString();
-      mockReq.params.id = existingAgentId;
-      mockReq.body = {
-        model_parameters: 'invalid-not-an-object', // Should be an object
-      };
-
-      await updateAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(400);
-      expect(mockRes.json).toHaveBeenCalledWith(
-        expect.objectContaining({
-          error: 'Invalid request data',
-          details: expect.any(Array),
-        }),
-      );
-    });
-  });
-
-  describe('Mass Assignment Attack Scenarios', () => {
-    test('should prevent setting system fields during creation', async () => {
-      const systemFields = {
-        provider: 'openai',
-        model: 'gpt-4',
-        name: 'System Fields Test',
-
-        // System fields that should never be settable by users
-        __v: 99,
-        _id: new mongoose.Types.ObjectId(),
-        versions: [
-          {
-            name: 'Fake Version',
-            provider: 'fake',
-            model: 'fake-model',
-          },
-        ],
-      };
-
-      mockReq.body = systemFields;
-
-      await createAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(201);
-
-      const createdAgent = mockRes.json.mock.calls[0][0];
-
-      // Verify system fields were not affected
-      expect(createdAgent.__v).not.toBe(99);
-      expect(createdAgent.versions).toHaveLength(1); // Should only have the auto-created version
-      expect(createdAgent.versions[0].name).toBe('System Fields Test'); // From actual creation
-      expect(createdAgent.versions[0].provider).toBe('openai'); // From actual creation
-
-      // Verify in database
-      const agentInDb = await Agent.findOne({ id: createdAgent.id });
-      expect(agentInDb.__v).not.toBe(99);
-    });
-
-    test('should prevent privilege escalation through isCollaborative', async () => {
-      // Create a non-collaborative agent
-      const authorId = new mongoose.Types.ObjectId();
-      const agent = await Agent.create({
-        id: `agent_${uuidv4()}`,
-        name: 'Private Agent',
-        provider: 'openai',
-        model: 'gpt-4',
-        author: authorId,
-        isCollaborative: false,
-        versions: [
-          {
-            name: 'Private Agent',
-            provider: 'openai',
-            model: 'gpt-4',
-            createdAt: new Date(),
-            updatedAt: new Date(),
-          },
-        ],
-      });
-
-      // Try to make it collaborative as a different user
-      const attackerId = new mongoose.Types.ObjectId().toString();
-      mockReq.user.id = attackerId;
-      mockReq.params.id = agent.id;
-      mockReq.body = {
-        isCollaborative: true, // Trying to escalate privileges
-      };
-
-      await updateAgentHandler(mockReq, mockRes);
-
-      // Should be rejected
-      expect(mockRes.status).toHaveBeenCalledWith(403);
-
-      // Verify in database that it's still not collaborative
-      const agentInDb = await Agent.findOne({ id: agent.id });
-      expect(agentInDb.isCollaborative).toBe(false);
-    });
-
-    test('should prevent author hijacking', async () => {
-      const originalAuthorId = new mongoose.Types.ObjectId();
-      const attackerId = new mongoose.Types.ObjectId();
-
-      // Admin creates an agent
-      mockReq.user.id = originalAuthorId.toString();
-      mockReq.user.role = 'ADMIN';
-      mockReq.body = {
-        provider: 'openai',
-        model: 'gpt-4',
-        name: 'Admin Agent',
-        author: attackerId.toString(), // Trying to set different author
-      };
-
-      await createAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(201);
-
-      const createdAgent = mockRes.json.mock.calls[0][0];
-
-      // Author should be the actual user, not the attempted value
-      expect(createdAgent.author.toString()).toBe(originalAuthorId.toString());
-      expect(createdAgent.author.toString()).not.toBe(attackerId.toString());
-
-      // Verify in database
-      const agentInDb = await Agent.findOne({ id: createdAgent.id });
-      expect(agentInDb.author.toString()).toBe(originalAuthorId.toString());
-    });
-
-    test('should strip unknown fields to prevent future vulnerabilities', async () => {
-      mockReq.body = {
-        provider: 'openai',
-        model: 'gpt-4',
-        name: 'Future Proof Test',
-
-        // Unknown fields that might be added in future
-        superAdminAccess: true,
-        bypassAllChecks: true,
-        internalFlag: 'secret',
-        futureFeature: 'exploit',
-      };
-
-      await createAgentHandler(mockReq, mockRes);
-
-      expect(mockRes.status).toHaveBeenCalledWith(201);
-
-      const createdAgent = mockRes.json.mock.calls[0][0];
-
-      // Verify unknown fields were stripped
-      expect(createdAgent.superAdminAccess).toBeUndefined();
-      expect(createdAgent.bypassAllChecks).toBeUndefined();
-      expect(createdAgent.internalFlag).toBeUndefined();
-      expect(createdAgent.futureFeature).toBeUndefined();
-
-      // Also check in database
-      const agentInDb = await Agent.findOne({ id: createdAgent.id }).lean();
-      expect(agentInDb.superAdminAccess).toBeUndefined();
-      expect(agentInDb.bypassAllChecks).toBeUndefined();
-      expect(agentInDb.internalFlag).toBeUndefined();
-      expect(agentInDb.futureFeature).toBeUndefined();
-    });
-  });
-});

api/server/controllers/assistants/chatV1.js

@@ -1,7 +1,4 @@
 const { v4 } = require('uuid');
-const { sleep } = require('@librechat/agents');
-const { sendEvent } = require('@librechat/api');
-const { logger } = require('@librechat/data-schemas');
 const {
   Time,
   Constants,
@@ -22,20 +19,20 @@ const {
   addThreadMetadata,
   saveAssistantMessage,
 } = require('~/server/services/Threads');
+const { sendResponse, sendMessage, sleep, countTokens } = require('~/server/utils');
 const { runAssistant, createOnTextProgress } = require('~/server/services/AssistantService');
 const validateAuthor = require('~/server/middleware/assistants/validateAuthor');
 const { formatMessage, createVisionPrompt } = require('~/app/clients/prompts');
 const { createRun, StreamRunManager } = require('~/server/services/Runs');
 const { addTitle } = require('~/server/services/Endpoints/assistants');
 const { createRunBody } = require('~/server/services/createRunBody');
-const { sendResponse } = require('~/server/middleware/error');
 const { getTransactions } = require('~/models/Transaction');
 const { checkBalance } = require('~/models/balanceMethods');
 const { getConvo } = require('~/models/Conversation');
 const getLogStores = require('~/cache/getLogStores');
-const { countTokens } = require('~/server/utils');
 const { getModelMaxTokens } = require('~/utils');
 const { getOpenAIClient } = require('./helpers');
+const { logger } = require('~/config');
 
 /**
  * @route POST /
@@ -152,7 +149,7 @@ const chatV1 = async (req, res) => {
         return res.end();
       }
       await cache.delete(cacheKey);
-      const cancelledRun = await openai.beta.threads.runs.cancel(run_id, { thread_id });
+      const cancelledRun = await openai.beta.threads.runs.cancel(thread_id, run_id);
       logger.debug('[/assistants/chat/] Cancelled run:', cancelledRun);
     } catch (error) {
       logger.error('[/assistants/chat/] Error cancelling run', error);
@@ -162,7 +159,7 @@ const chatV1 = async (req, res) => {
 
     let run;
     try {
-      run = await openai.beta.threads.runs.retrieve(run_id, { thread_id });
+      run = await openai.beta.threads.runs.retrieve(thread_id, run_id);
       await recordUsage({
         ...run.usage,
         model: run.model,
@@ -474,7 +471,7 @@ const chatV1 = async (req, res) => {
     await Promise.all(promises);
 
     const sendInitialResponse = () => {
-      sendEvent(res, {
+      sendMessage(res, {
         sync: true,
         conversationId,
         // messages: previousMessages,
@@ -590,7 +587,7 @@ const chatV1 = async (req, res) => {
       iconURL: endpointOption.iconURL,
     };
 
-    sendEvent(res, {
+    sendMessage(res, {
       final: true,
       conversation,
       requestMessage: {
@@ -623,7 +620,7 @@ const chatV1 = async (req, res) => {
 
     if (!response.run.usage) {
       await sleep(3000);
-      completedRun = await openai.beta.threads.runs.retrieve(response.run.id, { thread_id });
+      completedRun = await openai.beta.threads.runs.retrieve(thread_id, response.run.id);
       if (completedRun.usage) {
         await recordUsage({
           ...completedRun.usage,

api/server/controllers/assistants/chatV2.js

@@ -1,7 +1,4 @@
 const { v4 } = require('uuid');
-const { sleep } = require('@librechat/agents');
-const { sendEvent } = require('@librechat/api');
-const { logger } = require('@librechat/data-schemas');
 const {
   Time,
   Constants,
@@ -25,14 +22,15 @@ const { createErrorHandler } = require('~/server/controllers/assistants/errors')
 const validateAuthor = require('~/server/middleware/assistants/validateAuthor');
 const { createRun, StreamRunManager } = require('~/server/services/Runs');
 const { addTitle } = require('~/server/services/Endpoints/assistants');
+const { sendMessage, sleep, countTokens } = require('~/server/utils');
 const { createRunBody } = require('~/server/services/createRunBody');
 const { getTransactions } = require('~/models/Transaction');
 const { checkBalance } = require('~/models/balanceMethods');
 const { getConvo } = require('~/models/Conversation');
 const getLogStores = require('~/cache/getLogStores');
-const { countTokens } = require('~/server/utils');
 const { getModelMaxTokens } = require('~/utils');
 const { getOpenAIClient } = require('./helpers');
+const { logger } = require('~/config');
 
 /**
  * @route POST /
@@ -311,7 +309,7 @@ const chatV2 = async (req, res) => {
     await Promise.all(promises);
 
     const sendInitialResponse = () => {
-      sendEvent(res, {
+      sendMessage(res, {
         sync: true,
         conversationId,
         // messages: previousMessages,
@@ -434,7 +432,7 @@ const chatV2 = async (req, res) => {
       iconURL: endpointOption.iconURL,
     };
 
-    sendEvent(res, {
+    sendMessage(res, {
       final: true,
       conversation,
       requestMessage: {
@@ -467,7 +465,7 @@ const chatV2 = async (req, res) => {
 
     if (!response.run.usage) {
       await sleep(3000);
-      completedRun = await openai.beta.threads.runs.retrieve(response.run.id, { thread_id });
+      completedRun = await openai.beta.threads.runs.retrieve(thread_id, response.run.id);
       if (completedRun.usage) {
         await recordUsage({
           ...completedRun.usage,

api/server/controllers/assistants/errors.js

@@ -1,10 +1,10 @@
 // errorHandler.js
-const { logger } = require('@librechat/data-schemas');
-const { CacheKeys, ViolationTypes, ContentTypes } = require('librechat-data-provider');
-const { recordUsage, checkMessageGaps } = require('~/server/services/Threads');
-const { sendResponse } = require('~/server/middleware/error');
-const { getConvo } = require('~/models/Conversation');
+const { sendResponse } = require('~/server/utils');
+const { logger } = require('~/config');
 const getLogStores = require('~/cache/getLogStores');
+const { CacheKeys, ViolationTypes, ContentTypes } = require('librechat-data-provider');
+const { getConvo } = require('~/models/Conversation');
+const { recordUsage, checkMessageGaps } = require('~/server/services/Threads');
 
 /**
  * @typedef {Object} ErrorHandlerContext
@@ -78,7 +78,7 @@ const createErrorHandler = ({ req, res, getContext, originPath = '/assistants/ch
     } else if (/Files.*are invalid/.test(error.message)) {
       const errorMessage = `Files are invalid, or may not have uploaded yet.${
         endpoint === 'azureAssistants'
-          ? " If using Azure OpenAI, files are only available in the region of the assistant's model at the time of upload."
+          ? ' If using Azure OpenAI, files are only available in the region of the assistant\'s model at the time of upload.'
           : ''
       }`;
       return sendResponse(req, res, messageData, errorMessage);
@@ -108,7 +108,7 @@ const createErrorHandler = ({ req, res, getContext, originPath = '/assistants/ch
         return res.end();
       }
       await cache.delete(cacheKey);
-      const cancelledRun = await openai.beta.threads.runs.cancel(run_id, { thread_id });
+      const cancelledRun = await openai.beta.threads.runs.cancel(thread_id, run_id);
       logger.debug(`[${originPath}] Cancelled run:`, cancelledRun);
     } catch (error) {
       logger.error(`[${originPath}] Error cancelling run`, error);
@@ -118,7 +118,7 @@ const createErrorHandler = ({ req, res, getContext, originPath = '/assistants/ch
 
     let run;
     try {
-      run = await openai.beta.threads.runs.retrieve(run_id, { thread_id });
+      run = await openai.beta.threads.runs.retrieve(thread_id, run_id);
       await recordUsage({
         ...run.usage,
         model: run.model,

api/server/controllers/assistants/helpers.js

@@ -173,16 +173,6 @@ const listAssistantsForAzure = async ({ req, res, version, azureConfig = {}, que
   };
 };
 
-/**
- * Initializes the OpenAI client.
- * @param {object} params - The parameters object.
- * @param {ServerRequest} params.req - The request object.
- * @param {ServerResponse} params.res - The response object.
- * @param {TEndpointOption} params.endpointOption - The endpoint options.
- * @param {boolean} params.initAppClient - Whether to initialize the app client.
- * @param {string} params.overrideEndpoint - The endpoint to override.
- * @returns {Promise<{ openai: OpenAIClient, openAIApiKey: string; client: import('~/app/clients/OpenAIClient') }>} - The initialized OpenAI client.
- */
 async function getOpenAIClient({ req, res, endpointOption, initAppClient, overrideEndpoint }) {
   let endpoint = overrideEndpoint ?? req.body.endpoint ?? req.query.endpoint;
   const version = await getCurrentVersion(req, endpoint);

api/server/controllers/assistants/v1.js

@@ -197,7 +197,7 @@ const deleteAssistant = async (req, res) => {
     await validateAuthor({ req, openai });
 
     const assistant_id = req.params.id;
-    const deletionStatus = await openai.beta.assistants.delete(assistant_id);
+    const deletionStatus = await openai.beta.assistants.del(assistant_id);
     if (deletionStatus?.deleted) {
       await deleteAssistantActions({ req, assistant_id });
     }
@@ -365,7 +365,7 @@ const uploadAssistantAvatar = async (req, res) => {
     try {
       await fs.unlink(req.file.path);
       logger.debug('[/:agent_id/avatar] Temp. image upload file deleted');
-    } catch {
+    } catch (error) {
       logger.debug('[/:agent_id/avatar] Temp. image upload file already deleted');
     }
   }

api/server/controllers/tools.js

@@ -1,21 +1,21 @@
 const { nanoid } = require('nanoid');
 const { EnvVar } = require('@librechat/agents');
-const { logger } = require('@librechat/data-schemas');
-const { checkAccess, loadWebSearchAuth } = require('@librechat/api');
 const {
   Tools,
   AuthType,
   Permissions,
   ToolCallTypes,
   PermissionTypes,
+  loadWebSearchAuth,
 } = require('librechat-data-provider');
 const { processFileURL, uploadImageBuffer } = require('~/server/services/Files/process');
 const { processCodeOutput } = require('~/server/services/Files/Code/process');
 const { createToolCall, getToolCallsByConvo } = require('~/models/ToolCall');
 const { loadAuthValues } = require('~/server/services/Tools/credentials');
 const { loadTools } = require('~/app/clients/tools/util');
-const { getRoleByName } = require('~/models/Role');
+const { checkAccess } = require('~/server/middleware');
 const { getMessage } = require('~/models/Message');
+const { logger } = require('~/config');
 
 const fieldsMap = {
   [Tools.execute_code]: [EnvVar.CODE_API_KEY],
@@ -79,7 +79,6 @@ const verifyToolAuth = async (req, res) => {
         throwError: false,
       });
     } catch (error) {
-      logger.error('Error loading auth values', error);
       res.status(200).json({ authenticated: false, message: AuthType.USER_PROVIDED });
       return;
     }
@@ -133,12 +132,7 @@ const callTool = async (req, res) => {
     logger.debug(`[${toolId}/call] User: ${req.user.id}`);
     let hasAccess = true;
     if (toolAccessPermType[toolId]) {
-      hasAccess = await checkAccess({
-        user: req.user,
-        permissionType: toolAccessPermType[toolId],
-        permissions: [Permissions.USE],
-        getRoleByName,
-      });
+      hasAccess = await checkAccess(req.user, toolAccessPermType[toolId], [Permissions.USE]);
     }
     if (!hasAccess) {
       logger.warn(

api/server/index.js

@@ -8,13 +8,15 @@ const express = require('express');
 const passport = require('passport');
 const compression = require('compression');
 const cookieParser = require('cookie-parser');
+const { isEnabled } = require('@librechat/api');
 const { logger } = require('@librechat/data-schemas');
 const mongoSanitize = require('express-mongo-sanitize');
-const { isEnabled, ErrorController } = require('@librechat/api');
 const { connectDb, indexSync } = require('~/db');
+
 const validateImageRequest = require('./middleware/validateImageRequest');
 const { jwtLogin, ldapLogin, passportLogin } = require('~/strategies');
-const initializeMCPs = require('./services/initializeMCPs');
+const errorController = require('./controllers/ErrorController');
+const initializeMCP = require('./services/initializeMCP');
 const configureSocialLogins = require('./socialLogins');
 const AppService = require('./services/AppService');
 const staticCache = require('./utils/staticCache');
@@ -37,9 +39,7 @@ const startServer = async () => {
   await connectDb();
 
   logger.info('Connected to MongoDB');
-  indexSync().catch((err) => {
-    logger.error('[indexSync] Background sync failed:', err);
-  });
+  await indexSync();
 
   app.disable('x-powered-by');
   app.set('trust proxy', trusted_proxy);
@@ -53,6 +53,7 @@ const startServer = async () => {
 
   /* Middleware */
   app.use(noIndex);
+  app.use(errorController);
   app.use(express.json({ limit: '3mb' }));
   app.use(express.urlencoded({ extended: true, limit: '3mb' }));
   app.use(mongoSanitize());
@@ -94,6 +95,7 @@ const startServer = async () => {
   app.use('/api/actions', routes.actions);
   app.use('/api/keys', routes.keys);
   app.use('/api/user', routes.user);
+  app.use('/api/ask', routes.ask);
   app.use('/api/search', routes.search);
   app.use('/api/edit', routes.edit);
   app.use('/api/messages', routes.messages);
@@ -114,12 +116,13 @@ const startServer = async () => {
   app.use('/api/roles', routes.roles);
   app.use('/api/agents', routes.agents);
   app.use('/api/banner', routes.banner);
+  app.use('/api/bedrock', routes.bedrock);
   app.use('/api/memories', routes.memories);
+  app.use('/api/permissions', routes.accessPermissions);
+
   app.use('/api/tags', routes.tags);
   app.use('/api/mcp', routes.mcp);
 
-  app.use(ErrorController);
-
   app.use((req, res) => {
     res.set({
       'Cache-Control': process.env.INDEX_CACHE_CONTROL || 'no-cache, no-store, must-revalidate',
@@ -143,7 +146,7 @@ const startServer = async () => {
       logger.info(`Server listening at http://${host == '0.0.0.0' ? 'localhost' : host}:${port}`);
     }
 
-    initializeMCPs(app);
+    initializeMCP(app);
   });
 };
 

api/server/index.spec.js

@@ -1,4 +1,5 @@
 const fs = require('fs');
+const path = require('path');
 const request = require('supertest');
 const { MongoMemoryServer } = require('mongodb-memory-server');
 const mongoose = require('mongoose');
@@ -58,30 +59,6 @@ describe('Server Configuration', () => {
     expect(response.headers['pragma']).toBe('no-cache');
     expect(response.headers['expires']).toBe('0');
   });
-
-  it('should return 500 for unknown errors via ErrorController', async () => {
-    // Testing the error handling here on top of unit tests to ensure the middleware is correctly integrated
-
-    // Mock MongoDB operations to fail
-    const originalFindOne = mongoose.models.User.findOne;
-    const mockError = new Error('MongoDB operation failed');
-    mongoose.models.User.findOne = jest.fn().mockImplementation(() => {
-      throw mockError;
-    });
-
-    try {
-      const response = await request(app).post('/api/auth/login').send({
-        email: 'test@example.com',
-        password: 'password123',
-      });
-
-      expect(response.status).toBe(500);
-      expect(response.text).toBe('An unknown error occurred.');
-    } finally {
-      // Restore original function
-      mongoose.models.User.findOne = originalFindOne;
-    }
-  });
 });
 
 // Polls the /health endpoint every 30ms for up to 10 seconds to wait for the server to start completely
@@ -92,7 +69,7 @@ async function healthCheckPoll(app, retries = 0) {
     if (response.status === 200) {
       return; // App is healthy
     }
-  } catch {
+  } catch (error) {
     // Ignore connection errors during polling
   }
 

api/server/middleware/abortMiddleware.js

@@ -1,13 +1,13 @@
-const { logger } = require('@librechat/data-schemas');
-const { countTokens, isEnabled, sendEvent } = require('@librechat/api');
+// abortMiddleware.js
 const { isAssistantsEndpoint, ErrorTypes } = require('librechat-data-provider');
+const { sendMessage, sendError, countTokens, isEnabled } = require('~/server/utils');
 const { truncateText, smartTruncateText } = require('~/app/clients/prompts');
 const clearPendingReq = require('~/cache/clearPendingReq');
-const { sendError } = require('~/server/middleware/error');
 const { spendTokens } = require('~/models/spendTokens');
 const abortControllers = require('./abortControllers');
 const { saveMessage, getConvo } = require('~/models');
 const { abortRun } = require('./abortRun');
+const { logger } = require('~/config');
 
 const abortDataMap = new WeakMap();
 
@@ -101,7 +101,7 @@ async function abortMessage(req, res) {
   cleanupAbortController(abortKey);
 
   if (res.headersSent && finalEvent) {
-    return sendEvent(res, finalEvent);
+    return sendMessage(res, finalEvent);
   }
 
   res.setHeader('Content-Type', 'application/json');
@@ -174,7 +174,7 @@ const createAbortController = (req, res, getAbortData, getReqData) => {
    * @param {string} responseMessageId
    */
   const onStart = (userMessage, responseMessageId) => {
-    sendEvent(res, { message: userMessage, created: true });
+    sendMessage(res, { message: userMessage, created: true });
 
     const abortKey = userMessage?.conversationId ?? req.user.id;
     getReqData({ abortKey });

api/server/middleware/abortRun.js

@@ -1,11 +1,11 @@
-const { sendEvent } = require('@librechat/api');
-const { logger } = require('@librechat/data-schemas');
 const { CacheKeys, RunStatus, isUUID } = require('librechat-data-provider');
 const { initializeClient } = require('~/server/services/Endpoints/assistants');
 const { checkMessageGaps, recordUsage } = require('~/server/services/Threads');
 const { deleteMessages } = require('~/models/Message');
 const { getConvo } = require('~/models/Conversation');
 const getLogStores = require('~/cache/getLogStores');
+const { sendMessage } = require('~/server/utils');
+const { logger } = require('~/config');
 
 const three_minutes = 1000 * 60 * 3;
 
@@ -34,7 +34,7 @@ async function abortRun(req, res) {
   const [thread_id, run_id] = runValues.split(':');
 
   if (!run_id) {
-    logger.warn("[abortRun] Couldn't find run for cancel request", { thread_id });
+    logger.warn('[abortRun] Couldn\'t find run for cancel request', { thread_id });
     return res.status(204).send({ message: 'Run not found' });
   } else if (run_id === 'cancelled') {
     logger.warn('[abortRun] Run already cancelled', { thread_id });
@@ -47,7 +47,7 @@ async function abortRun(req, res) {
 
   try {
     await cache.set(cacheKey, 'cancelled', three_minutes);
-    const cancelledRun = await openai.beta.threads.runs.cancel(run_id, { thread_id });
+    const cancelledRun = await openai.beta.threads.runs.cancel(thread_id, run_id);
     logger.debug('[abortRun] Cancelled run:', cancelledRun);
   } catch (error) {
     logger.error('[abortRun] Error cancelling run', error);
@@ -60,7 +60,7 @@ async function abortRun(req, res) {
   }
 
   try {
-    const run = await openai.beta.threads.runs.retrieve(run_id, { thread_id });
+    const run = await openai.beta.threads.runs.retrieve(thread_id, run_id);
     await recordUsage({
       ...run.usage,
       model: run.model,
@@ -93,7 +93,7 @@ async function abortRun(req, res) {
   };
 
   if (res.headersSent && finalEvent) {
-    return sendEvent(res, finalEvent);
+    return sendMessage(res, finalEvent);
   }
 
   res.json(finalEvent);

api/server/middleware/accessResources/canAccessAgentFromBody.js

@@ -0,0 +1,97 @@
+const { logger } = require('@librechat/data-schemas');
+const { Constants, isAgentsEndpoint } = require('librechat-data-provider');
+const { canAccessResource } = require('./canAccessResource');
+const { getAgent } = require('~/models/Agent');
+
+/**
+ * Agent ID resolver function for agent_id from request body
+ * Resolves custom agent ID (e.g., "agent_abc123") to MongoDB ObjectId
+ * This is used specifically for chat routes where agent_id comes from request body
+ *
+ * @param {string} agentCustomId - Custom agent ID from request body
+ * @returns {Promise<Object|null>} Agent document with _id field, or null if not found
+ */
+const resolveAgentIdFromBody = async (agentCustomId) => {
+  // Handle ephemeral agents - they don't need permission checks
+  if (agentCustomId === Constants.EPHEMERAL_AGENT_ID) {
+    return null; // No permission check needed for ephemeral agents
+  }
+
+  return await getAgent({ id: agentCustomId });
+};
+
+/**
+ * Middleware factory that creates middleware to check agent access permissions from request body.
+ * This middleware is specifically designed for chat routes where the agent_id comes from req.body
+ * instead of route parameters.
+ *
+ * @param {Object} options - Configuration options
+ * @param {number} options.requiredPermission - The permission bit required (1=view, 2=edit, 4=delete, 8=share)
+ * @returns {Function} Express middleware function
+ *
+ * @example
+ * // Basic usage for agent chat (requires VIEW permission)
+ * router.post('/chat',
+ *   canAccessAgentFromBody({ requiredPermission: PermissionBits.VIEW }),
+ *   buildEndpointOption,
+ *   chatController
+ * );
+ */
+const canAccessAgentFromBody = (options) => {
+  const { requiredPermission } = options;
+
+  // Validate required options
+  if (!requiredPermission || typeof requiredPermission !== 'number') {
+    throw new Error('canAccessAgentFromBody: requiredPermission is required and must be a number');
+  }
+
+  return async (req, res, next) => {
+    try {
+      const { endpoint, agent_id } = req.body;
+      let agentId = agent_id;
+
+      if (!isAgentsEndpoint(endpoint)) {
+        agentId = Constants.EPHEMERAL_AGENT_ID;
+      }
+
+      if (!agentId) {
+        return res.status(400).json({
+          error: 'Bad Request',
+          message: 'agent_id is required in request body',
+        });
+      }
+
+      // Skip permission checks for ephemeral agents
+      if (agentId === Constants.EPHEMERAL_AGENT_ID) {
+        return next();
+      }
+
+      const agentAccessMiddleware = canAccessResource({
+        resourceType: 'agent',
+        requiredPermission,
+        resourceIdParam: 'agent_id', // This will be ignored since we use custom resolver
+        idResolver: () => resolveAgentIdFromBody(agentId),
+      });
+
+      const tempReq = {
+        ...req,
+        params: {
+          ...req.params,
+          agent_id: agentId,
+        },
+      };
+
+      return agentAccessMiddleware(tempReq, res, next);
+    } catch (error) {
+      logger.error('Failed to validate agent access permissions', error);
+      return res.status(500).json({
+        error: 'Internal Server Error',
+        message: 'Failed to validate agent access permissions',
+      });
+    }
+  };
+};
+
+module.exports = {
+  canAccessAgentFromBody,
+};

api/server/middleware/accessResources/canAccessAgentResource.js

@@ -0,0 +1,58 @@
+const { getAgent } = require('~/models/Agent');
+const { canAccessResource } = require('./canAccessResource');
+
+/**
+ * Agent ID resolver function
+ * Resolves custom agent ID (e.g., "agent_abc123") to MongoDB ObjectId
+ *
+ * @param {string} agentCustomId - Custom agent ID from route parameter
+ * @returns {Promise<Object|null>} Agent document with _id field, or null if not found
+ */
+const resolveAgentId = async (agentCustomId) => {
+  return await getAgent({ id: agentCustomId });
+};
+
+/**
+ * Agent-specific middleware factory that creates middleware to check agent access permissions.
+ * This middleware extends the generic canAccessResource to handle agent custom ID resolution.
+ *
+ * @param {Object} options - Configuration options
+ * @param {number} options.requiredPermission - The permission bit required (1=view, 2=edit, 4=delete, 8=share)
+ * @param {string} [options.resourceIdParam='id'] - The name of the route parameter containing the agent custom ID
+ * @returns {Function} Express middleware function
+ *
+ * @example
+ * // Basic usage for viewing agents
+ * router.get('/agents/:id',
+ *   canAccessAgentResource({ requiredPermission: 1 }),
+ *   getAgent
+ * );
+ *
+ * @example
+ * // Custom resource ID parameter and edit permission
+ * router.patch('/agents/:agent_id',
+ *   canAccessAgentResource({
+ *     requiredPermission: 2,
+ *     resourceIdParam: 'agent_id'
+ *   }),
+ *   updateAgent
+ * );
+ */
+const canAccessAgentResource = (options) => {
+  const { requiredPermission, resourceIdParam = 'id' } = options;
+
+  if (!requiredPermission || typeof requiredPermission !== 'number') {
+    throw new Error('canAccessAgentResource: requiredPermission is required and must be a number');
+  }
+
+  return canAccessResource({
+    resourceType: 'agent',
+    requiredPermission,
+    resourceIdParam,
+    idResolver: resolveAgentId,
+  });
+};
+
+module.exports = {
+  canAccessAgentResource,
+};

api/server/middleware/accessResources/canAccessAgentResource.spec.js

@@ -0,0 +1,384 @@
+const mongoose = require('mongoose');
+const { MongoMemoryServer } = require('mongodb-memory-server');
+const { canAccessAgentResource } = require('./canAccessAgentResource');
+const { User, Role, AclEntry } = require('~/db/models');
+const { createAgent } = require('~/models/Agent');
+
+describe('canAccessAgentResource middleware', () => {
+  let mongoServer;
+  let req, res, next;
+  let testUser;
+
+  beforeAll(async () => {
+    mongoServer = await MongoMemoryServer.create();
+    const mongoUri = mongoServer.getUri();
+    await mongoose.connect(mongoUri);
+  });
+
+  afterAll(async () => {
+    await mongoose.disconnect();
+    await mongoServer.stop();
+  });
+
+  beforeEach(async () => {
+    await mongoose.connection.dropDatabase();
+    await Role.create({
+      name: 'test-role',
+      permissions: {
+        AGENTS: {
+          USE: true,
+          CREATE: true,
+          SHARED_GLOBAL: false,
+        },
+      },
+    });
+
+    // Create a test user
+    testUser = await User.create({
+      email: 'test@example.com',
+      name: 'Test User',
+      username: 'testuser',
+      role: 'test-role',
+    });
+
+    req = {
+      user: { id: testUser._id.toString(), role: 'test-role' },
+      params: {},
+    };
+    res = {
+      status: jest.fn().mockReturnThis(),
+      json: jest.fn(),
+    };
+    next = jest.fn();
+
+    jest.clearAllMocks();
+  });
+
+  describe('middleware factory', () => {
+    test('should throw error if requiredPermission is not provided', () => {
+      expect(() => canAccessAgentResource({})).toThrow(
+        'canAccessAgentResource: requiredPermission is required and must be a number',
+      );
+    });
+
+    test('should throw error if requiredPermission is not a number', () => {
+      expect(() => canAccessAgentResource({ requiredPermission: '1' })).toThrow(
+        'canAccessAgentResource: requiredPermission is required and must be a number',
+      );
+    });
+
+    test('should create middleware with default resourceIdParam', () => {
+      const middleware = canAccessAgentResource({ requiredPermission: 1 });
+      expect(typeof middleware).toBe('function');
+      expect(middleware.length).toBe(3); // Express middleware signature
+    });
+
+    test('should create middleware with custom resourceIdParam', () => {
+      const middleware = canAccessAgentResource({
+        requiredPermission: 2,
+        resourceIdParam: 'agent_id',
+      });
+      expect(typeof middleware).toBe('function');
+      expect(middleware.length).toBe(3);
+    });
+  });
+
+  describe('permission checking with real agents', () => {
+    test('should allow access when user is the agent author', async () => {
+      // Create an agent owned by the test user
+      const agent = await createAgent({
+        id: `agent_${Date.now()}`,
+        name: 'Test Agent',
+        provider: 'openai',
+        model: 'gpt-4',
+        author: testUser._id,
+      });
+
+      // Create ACL entry for the author (owner permissions)
+      await AclEntry.create({
+        principalType: 'user',
+        principalId: testUser._id,
+        principalModel: 'User',
+        resourceType: 'agent',
+        resourceId: agent._id,
+        permBits: 15, // All permissions (1+2+4+8)
+        grantedBy: testUser._id,
+      });
+
+      req.params.id = agent.id;
+
+      const middleware = canAccessAgentResource({ requiredPermission: 1 }); // VIEW permission
+      await middleware(req, res, next);
+
+      expect(next).toHaveBeenCalled();
+      expect(res.status).not.toHaveBeenCalled();
+    });
+
+    test('should deny access when user is not the author and has no ACL entry', async () => {
+      // Create an agent owned by a different user
+      const otherUser = await User.create({
+        email: 'other@example.com',
+        name: 'Other User',
+        username: 'otheruser',
+        role: 'test-role',
+      });
+
+      const agent = await createAgent({
+        id: `agent_${Date.now()}`,
+        name: 'Other User Agent',
+        provider: 'openai',
+        model: 'gpt-4',
+        author: otherUser._id,
+      });
+
+      // Create ACL entry for the other user (owner)
+      await AclEntry.create({
+        principalType: 'user',
+        principalId: otherUser._id,
+        principalModel: 'User',
+        resourceType: 'agent',
+        resourceId: agent._id,
+        permBits: 15, // All permissions
+        grantedBy: otherUser._id,
+      });
+
+      req.params.id = agent.id;
+
+      const middleware = canAccessAgentResource({ requiredPermission: 1 }); // VIEW permission
+      await middleware(req, res, next);
+
+      expect(next).not.toHaveBeenCalled();
+      expect(res.status).toHaveBeenCalledWith(403);
+      expect(res.json).toHaveBeenCalledWith({
+        error: 'Forbidden',
+        message: 'Insufficient permissions to access this agent',
+      });
+    });
+
+    test('should allow access when user has ACL entry with sufficient permissions', async () => {
+      // Create an agent owned by a different user
+      const otherUser = await User.create({
+        email: 'other2@example.com',
+        name: 'Other User 2',
+        username: 'otheruser2',
+        role: 'test-role',
+      });
+
+      const agent = await createAgent({
+        id: `agent_${Date.now()}`,
+        name: 'Shared Agent',
+        provider: 'openai',
+        model: 'gpt-4',
+        author: otherUser._id,
+      });
+
+      // Create ACL entry granting view permission to test user
+      await AclEntry.create({
+        principalType: 'user',
+        principalId: testUser._id,
+        principalModel: 'User',
+        resourceType: 'agent',
+        resourceId: agent._id,
+        permBits: 1, // VIEW permission
+        grantedBy: otherUser._id,
+      });
+
+      req.params.id = agent.id;
+
+      const middleware = canAccessAgentResource({ requiredPermission: 1 }); // VIEW permission
+      await middleware(req, res, next);
+
+      expect(next).toHaveBeenCalled();
+      expect(res.status).not.toHaveBeenCalled();
+    });
+
+    test('should deny access when ACL permissions are insufficient', async () => {
+      // Create an agent owned by a different user
+      const otherUser = await User.create({
+        email: 'other3@example.com',
+        name: 'Other User 3',
+        username: 'otheruser3',
+        role: 'test-role',
+      });
+
+      const agent = await createAgent({
+        id: `agent_${Date.now()}`,
+        name: 'Limited Access Agent',
+        provider: 'openai',
+        model: 'gpt-4',
+        author: otherUser._id,
+      });
+
+      // Create ACL entry granting only view permission
+      await AclEntry.create({
+        principalType: 'user',
+        principalId: testUser._id,
+        principalModel: 'User',
+        resourceType: 'agent',
+        resourceId: agent._id,
+        permBits: 1, // VIEW permission only
+        grantedBy: otherUser._id,
+      });
+
+      req.params.id = agent.id;
+
+      const middleware = canAccessAgentResource({ requiredPermission: 2 }); // EDIT permission required
+      await middleware(req, res, next);
+
+      expect(next).not.toHaveBeenCalled();
+      expect(res.status).toHaveBeenCalledWith(403);
+      expect(res.json).toHaveBeenCalledWith({
+        error: 'Forbidden',
+        message: 'Insufficient permissions to access this agent',
+      });
+    });
+
+    test('should handle non-existent agent', async () => {
+      req.params.id = 'agent_nonexistent';
+
+      const middleware = canAccessAgentResource({ requiredPermission: 1 });
+      await middleware(req, res, next);
+
+      expect(next).not.toHaveBeenCalled();
+      expect(res.status).toHaveBeenCalledWith(404);
+      expect(res.json).toHaveBeenCalledWith({
+        error: 'Not Found',
+        message: 'agent not found',
+      });
+    });
+
+    test('should use custom resourceIdParam', async () => {
+      const agent = await createAgent({
+        id: `agent_${Date.now()}`,
+        name: 'Custom Param Agent',
+        provider: 'openai',
+        model: 'gpt-4',
+        author: testUser._id,
+      });
+
+      // Create ACL entry for the author
+      await AclEntry.create({
+        principalType: 'user',
+        principalId: testUser._id,
+        principalModel: 'User',
+        resourceType: 'agent',
+        resourceId: agent._id,
+        permBits: 15, // All permissions
+        grantedBy: testUser._id,
+      });
+
+      req.params.agent_id = agent.id; // Using custom param name
+
+      const middleware = canAccessAgentResource({
+        requiredPermission: 1,
+        resourceIdParam: 'agent_id',
+      });
+      await middleware(req, res, next);
+
+      expect(next).toHaveBeenCalled();
+      expect(res.status).not.toHaveBeenCalled();
+    });
+  });
+
+  describe('permission levels', () => {
+    let agent;
+
+    beforeEach(async () => {
+      agent = await createAgent({
+        id: `agent_${Date.now()}`,
+        name: 'Permission Test Agent',
+        provider: 'openai',
+        model: 'gpt-4',
+        author: testUser._id,
+      });
+
+      // Create ACL entry with all permissions for the owner
+      await AclEntry.create({
+        principalType: 'user',
+        principalId: testUser._id,
+        principalModel: 'User',
+        resourceType: 'agent',
+        resourceId: agent._id,
+        permBits: 15, // All permissions (1+2+4+8)
+        grantedBy: testUser._id,
+      });
+
+      req.params.id = agent.id;
+    });
+
+    test('should support view permission (1)', async () => {
+      const middleware = canAccessAgentResource({ requiredPermission: 1 });
+      await middleware(req, res, next);
+      expect(next).toHaveBeenCalled();
+    });
+
+    test('should support edit permission (2)', async () => {
+      const middleware = canAccessAgentResource({ requiredPermission: 2 });
+      await middleware(req, res, next);
+      expect(next).toHaveBeenCalled();
+    });
+
+    test('should support delete permission (4)', async () => {
+      const middleware = canAccessAgentResource({ requiredPermission: 4 });
+      await middleware(req, res, next);
+      expect(next).toHaveBeenCalled();
+    });
+
+    test('should support share permission (8)', async () => {
+      const middleware = canAccessAgentResource({ requiredPermission: 8 });
+      await middleware(req, res, next);
+      expect(next).toHaveBeenCalled();
+    });
+
+    test('should support combined permissions', async () => {
+      const viewAndEdit = 1 | 2; // 3
+      const middleware = canAccessAgentResource({ requiredPermission: viewAndEdit });
+      await middleware(req, res, next);
+      expect(next).toHaveBeenCalled();
+    });
+  });
+
+  describe('integration with agent operations', () => {
+    test('should work with agent CRUD operations', async () => {
+      const agentId = `agent_${Date.now()}`;
+
+      // Create agent
+      const agent = await createAgent({
+        id: agentId,
+        name: 'Integration Test Agent',
+        provider: 'openai',
+        model: 'gpt-4',
+        author: testUser._id,
+        description: 'Testing integration',
+      });
+
+      // Create ACL entry for the author
+      await AclEntry.create({
+        principalType: 'user',
+        principalId: testUser._id,
+        principalModel: 'User',
+        resourceType: 'agent',
+        resourceId: agent._id,
+        permBits: 15, // All permissions
+        grantedBy: testUser._id,
+      });
+
+      req.params.id = agentId;
+
+      // Test view access
+      const viewMiddleware = canAccessAgentResource({ requiredPermission: 1 });
+      await viewMiddleware(req, res, next);
+      expect(next).toHaveBeenCalled();
+      jest.clearAllMocks();
+
+      // Update the agent
+      const { updateAgent } = require('~/models/Agent');
+      await updateAgent({ id: agentId }, { description: 'Updated description' });
+
+      // Test edit access
+      const editMiddleware = canAccessAgentResource({ requiredPermission: 2 });
+      await editMiddleware(req, res, next);
+      expect(next).toHaveBeenCalled();
+    });
+  });
+});

api/server/middleware/accessResources/canAccessResource.js

@@ -0,0 +1,157 @@
+const { logger } = require('@librechat/data-schemas');
+const { SystemRoles } = require('librechat-data-provider');
+const { checkPermission } = require('~/server/services/PermissionService');
+
+/**
+ * Generic base middleware factory that creates middleware to check resource access permissions.
+ * This middleware expects MongoDB ObjectIds as resource identifiers for ACL permission checks.
+ *
+ * @param {Object} options - Configuration options
+ * @param {string} options.resourceType - The type of resource (e.g., 'agent', 'file', 'project')
+ * @param {number} options.requiredPermission - The permission bit required (1=view, 2=edit, 4=delete, 8=share)
+ * @param {string} [options.resourceIdParam='resourceId'] - The name of the route parameter containing the resource ID
+ * @param {Function} [options.idResolver] - Optional function to resolve custom IDs to ObjectIds
+ * @returns {Function} Express middleware function
+ *
+ * @example
+ * // Direct usage with ObjectId (for resources that use MongoDB ObjectId in routes)
+ * router.get('/prompts/:promptId',
+ *   canAccessResource({ resourceType: 'prompt', requiredPermission: 1 }),
+ *   getPrompt
+ * );
+ *
+ * @example
+ * // Usage with custom ID resolver (for resources that use custom string IDs)
+ * router.get('/agents/:id',
+ *   canAccessResource({
+ *     resourceType: 'agent',
+ *     requiredPermission: 1,
+ *     resourceIdParam: 'id',
+ *     idResolver: (customId) => resolveAgentId(customId)
+ *   }),
+ *   getAgent
+ * );
+ */
+const canAccessResource = (options) => {
+  const {
+    resourceType,
+    requiredPermission,
+    resourceIdParam = 'resourceId',
+    idResolver = null,
+  } = options;
+
+  if (!resourceType || typeof resourceType !== 'string') {
+    throw new Error('canAccessResource: resourceType is required and must be a string');
+  }
+
+  if (!requiredPermission || typeof requiredPermission !== 'number') {
+    throw new Error('canAccessResource: requiredPermission is required and must be a number');
+  }
+
+  return async (req, res, next) => {
+    try {
+      // Extract resource ID from route parameters
+      const rawResourceId = req.params[resourceIdParam];
+
+      if (!rawResourceId) {
+        logger.warn(`[canAccessResource] Missing ${resourceIdParam} in route parameters`);
+        return res.status(400).json({
+          error: 'Bad Request',
+          message: `${resourceIdParam} is required`,
+        });
+      }
+
+      // Check if user is authenticated
+      if (!req.user || !req.user.id) {
+        logger.warn(
+          `[canAccessResource] Unauthenticated request for ${resourceType} ${rawResourceId}`,
+        );
+        return res.status(401).json({
+          error: 'Unauthorized',
+          message: 'Authentication required',
+        });
+      }
+      // if system admin let through
+      if (req.user.role === SystemRoles.ADMIN) {
+        return next();
+      }
+      const userId = req.user.id;
+      let resourceId = rawResourceId;
+      let resourceInfo = null;
+
+      // Resolve custom ID to ObjectId if resolver is provided
+      if (idResolver) {
+        logger.debug(
+          `[canAccessResource] Resolving ${resourceType} custom ID ${rawResourceId} to ObjectId`,
+        );
+
+        const resolutionResult = await idResolver(rawResourceId);
+
+        if (!resolutionResult) {
+          logger.warn(`[canAccessResource] ${resourceType} not found: ${rawResourceId}`);
+          return res.status(404).json({
+            error: 'Not Found',
+            message: `${resourceType} not found`,
+          });
+        }
+
+        // Handle different resolver return formats
+        if (typeof resolutionResult === 'string' || resolutionResult._id) {
+          resourceId = resolutionResult._id || resolutionResult;
+          resourceInfo = typeof resolutionResult === 'object' ? resolutionResult : null;
+        } else {
+          resourceId = resolutionResult;
+        }
+
+        logger.debug(
+          `[canAccessResource] Resolved ${resourceType} ${rawResourceId} to ObjectId ${resourceId}`,
+        );
+      }
+
+      // Check permissions using PermissionService with ObjectId
+      const hasPermission = await checkPermission({
+        userId,
+        resourceType,
+        resourceId,
+        requiredPermission,
+      });
+
+      if (hasPermission) {
+        logger.debug(
+          `[canAccessResource] User ${userId} has permission ${requiredPermission} on ${resourceType} ${rawResourceId} (${resourceId})`,
+        );
+
+        req.resourceAccess = {
+          resourceType,
+          resourceId, // MongoDB ObjectId for ACL operations
+          customResourceId: rawResourceId, // Original ID from route params
+          permission: requiredPermission,
+          userId,
+          ...(resourceInfo && { resourceInfo }),
+        };
+
+        return next();
+      }
+
+      logger.warn(
+        `[canAccessResource] User ${userId} denied access to ${resourceType} ${rawResourceId} ` +
+          `(required permission: ${requiredPermission})`,
+      );
+
+      return res.status(403).json({
+        error: 'Forbidden',
+        message: `Insufficient permissions to access this ${resourceType}`,
+      });
+    } catch (error) {
+      logger.error(`[canAccessResource] Error checking access for ${resourceType}:`, error);
+      return res.status(500).json({
+        error: 'Internal Server Error',
+        message: 'Failed to check resource access permissions',
+      });
+    }
+  };
+};
+
+module.exports = {
+  canAccessResource,
+};

api/server/middleware/accessResources/index.js

@@ -0,0 +1,9 @@
+const { canAccessResource } = require('./canAccessResource');
+const { canAccessAgentResource } = require('./canAccessAgentResource');
+const { canAccessAgentFromBody } = require('./canAccessAgentFromBody');
+
+module.exports = {
+  canAccessResource,
+  canAccessAgentResource,
+  canAccessAgentFromBody,
+};

api/server/middleware/buildEndpointOption.js

@@ -1,13 +1,13 @@
-const { handleError } = require('@librechat/api');
-const { logger } = require('@librechat/data-schemas');
 const {
-  EndpointURLs,
+  parseCompactConvo,
   EModelEndpoint,
   isAgentsEndpoint,
-  parseCompactConvo,
+  EndpointURLs,
 } = require('librechat-data-provider');
 const azureAssistants = require('~/server/services/Endpoints/azureAssistants');
+const { getModelsConfig } = require('~/server/controllers/ModelController');
 const assistants = require('~/server/services/Endpoints/assistants');
+const gptPlugins = require('~/server/services/Endpoints/gptPlugins');
 const { processFiles } = require('~/server/services/Files/process');
 const anthropic = require('~/server/services/Endpoints/anthropic');
 const bedrock = require('~/server/services/Endpoints/bedrock');
@@ -15,6 +15,7 @@ const openAI = require('~/server/services/Endpoints/openAI');
 const agents = require('~/server/services/Endpoints/agents');
 const custom = require('~/server/services/Endpoints/custom');
 const google = require('~/server/services/Endpoints/google');
+const { handleError } = require('~/server/utils');
 
 const buildFunction = {
   [EModelEndpoint.openAI]: openAI.buildOptions,
@@ -24,6 +25,7 @@ const buildFunction = {
   [EModelEndpoint.bedrock]: bedrock.buildOptions,
   [EModelEndpoint.azureOpenAI]: openAI.buildOptions,
   [EModelEndpoint.anthropic]: anthropic.buildOptions,
+  [EModelEndpoint.gptPlugins]: gptPlugins.buildOptions,
   [EModelEndpoint.assistants]: assistants.buildOptions,
   [EModelEndpoint.azureAssistants]: azureAssistants.buildOptions,
 };
@@ -34,9 +36,6 @@ async function buildEndpointOption(req, res, next) {
   try {
     parsedBody = parseCompactConvo({ endpoint, endpointType, conversation: req.body });
   } catch (error) {
-    logger.warn(
-      `Error parsing conversation for endpoint ${endpoint}${error?.message ? `: ${error.message}` : ''}`,
-    );
     return handleError(res, { text: 'Error parsing conversation' });
   }
 
@@ -58,6 +57,15 @@ async function buildEndpointOption(req, res, next) {
       return handleError(res, { text: 'Model spec mismatch' });
     }
 
+    if (
+      currentModelSpec.preset.endpoint !== EModelEndpoint.gptPlugins &&
+      currentModelSpec.preset.tools
+    ) {
+      return handleError(res, {
+        text: `Only the "${EModelEndpoint.gptPlugins}" endpoint can have tools defined in the preset`,
+      });
+    }
+
     try {
       currentModelSpec.preset.spec = spec;
       if (currentModelSpec.iconURL != null && currentModelSpec.iconURL !== '') {
@@ -69,7 +77,6 @@ async function buildEndpointOption(req, res, next) {
         conversation: currentModelSpec.preset,
       });
     } catch (error) {
-      logger.error(`Error parsing model spec for endpoint ${endpoint}`, error);
       return handleError(res, { text: 'Error parsing model spec' });
     }
   }
@@ -77,23 +84,20 @@ async function buildEndpointOption(req, res, next) {
   try {
     const isAgents =
       isAgentsEndpoint(endpoint) || req.baseUrl.startsWith(EndpointURLs[EModelEndpoint.agents]);
-    const builder = isAgents
-      ? (...args) => buildFunction[EModelEndpoint.agents](req, ...args)
-      : buildFunction[endpointType ?? endpoint];
+    const endpointFn = buildFunction[isAgents ? EModelEndpoint.agents : (endpointType ?? endpoint)];
+    const builder = isAgents ? (...args) => endpointFn(req, ...args) : endpointFn;
 
     // TODO: use object params
     req.body.endpointOption = await builder(endpoint, parsedBody, endpointType);
 
+    // TODO: use `getModelsConfig` only when necessary
+    const modelsConfig = await getModelsConfig(req);
+    req.body.endpointOption.modelsConfig = modelsConfig;
     if (req.body.files && !isAgents) {
       req.body.endpointOption.attachments = processFiles(req.body.files);
     }
-
     next();
   } catch (error) {
-    logger.error(
-      `Error building endpoint option for endpoint ${endpoint} with type ${endpointType}`,
-      error,
-    );
     return handleError(res, { text: 'Error building endpoint option' });
   }
 }

api/server/middleware/checkBan.js

@@ -18,6 +18,7 @@ const message = 'Your account has been temporarily banned due to violations of o
  * @function
  * @param {Object} req - Express Request object.
  * @param {Object} res - Express Response object.
+ * @param {String} errorMessage - Error message to be displayed in case of /api/ask or /api/edit request.
  *
  * @returns {Promise<Object>} - Returns a Promise which when resolved sends a response status of 403 with a specific message if request is not of api/ask or api/edit types. If it is, calls `denyRequest()` function.
  */
@@ -134,7 +135,6 @@ const checkBan = async (req, res, next = () => {}) => {
     return await banResponse(req, res);
   } catch (error) {
     logger.error('Error in checkBan middleware:', error);
-    return next(error);
   }
 };
 

api/server/middleware/concurrentLimiter.js

@@ -1,4 +1,4 @@
-const { Time, CacheKeys, ViolationTypes } = require('librechat-data-provider');
+const { Time, CacheKeys } = require('librechat-data-provider');
 const clearPendingReq = require('~/cache/clearPendingReq');
 const { logViolation, getLogStores } = require('~/cache');
 const { isEnabled } = require('~/server/utils');
@@ -37,7 +37,7 @@ const concurrentLimiter = async (req, res, next) => {
 
   const userId = req.user?.id ?? req.user?._id ?? '';
   const limit = Math.max(CONCURRENT_MESSAGE_MAX, 1);
-  const type = ViolationTypes.CONCURRENT;
+  const type = 'concurrent';
 
   const key = `${isEnabled(USE_REDIS) ? namespace : ''}:${userId}`;
   const pendingRequests = +((await cache.get(key)) ?? 0);

api/server/middleware/denyRequest.js

@@ -1,7 +1,6 @@
 const crypto = require('crypto');
-const { sendEvent } = require('@librechat/api');
 const { getResponseSender, Constants } = require('librechat-data-provider');
-const { sendError } = require('~/server/middleware/error');
+const { sendMessage, sendError } = require('~/server/utils');
 const { saveMessage } = require('~/models');
 
 /**
@@ -37,7 +36,7 @@ const denyRequest = async (req, res, errorMessage) => {
     isCreatedByUser: true,
     text,
   };
-  sendEvent(res, { message: userMessage, created: true });
+  sendMessage(res, { message: userMessage, created: true });
 
   const shouldSaveMessage = _convoId && parentMessageId && parentMessageId !== Constants.NO_PARENT;
 

api/server/middleware/index.js

@@ -8,6 +8,7 @@ const concurrentLimiter = require('./concurrentLimiter');
 const validateEndpoint = require('./validateEndpoint');
 const requireLocalAuth = require('./requireLocalAuth');
 const canDeleteAccount = require('./canDeleteAccount');
+const accessResources = require('./accessResources');
 const setBalanceConfig = require('./setBalanceConfig');
 const requireLdapAuth = require('./requireLdapAuth');
 const abortMiddleware = require('./abortMiddleware');
@@ -29,6 +30,7 @@ module.exports = {
   ...validate,
   ...limiters,
   ...roles,
+  ...accessResources,
   noIndex,
   checkBan,
   uaParser,

api/server/middleware/limiters/forkLimiters.js

@@ -1,79 +0,0 @@
-const rateLimit = require('express-rate-limit');
-const { ViolationTypes } = require('librechat-data-provider');
-const { limiterCache } = require('~/cache/cacheFactory');
-const logViolation = require('~/cache/logViolation');
-
-const getEnvironmentVariables = () => {
-  const FORK_IP_MAX = parseInt(process.env.FORK_IP_MAX) || 30;
-  const FORK_IP_WINDOW = parseInt(process.env.FORK_IP_WINDOW) || 1;
-  const FORK_USER_MAX = parseInt(process.env.FORK_USER_MAX) || 7;
-  const FORK_USER_WINDOW = parseInt(process.env.FORK_USER_WINDOW) || 1;
-  const FORK_VIOLATION_SCORE = process.env.FORK_VIOLATION_SCORE;
-
-  const forkIpWindowMs = FORK_IP_WINDOW * 60 * 1000;
-  const forkIpMax = FORK_IP_MAX;
-  const forkIpWindowInMinutes = forkIpWindowMs / 60000;
-
-  const forkUserWindowMs = FORK_USER_WINDOW * 60 * 1000;
-  const forkUserMax = FORK_USER_MAX;
-  const forkUserWindowInMinutes = forkUserWindowMs / 60000;
-
-  return {
-    forkIpWindowMs,
-    forkIpMax,
-    forkIpWindowInMinutes,
-    forkUserWindowMs,
-    forkUserMax,
-    forkUserWindowInMinutes,
-    forkViolationScore: FORK_VIOLATION_SCORE,
-  };
-};
-
-const createForkHandler = (ip = true) => {
-  const {
-    forkIpMax,
-    forkUserMax,
-    forkViolationScore,
-    forkIpWindowInMinutes,
-    forkUserWindowInMinutes,
-  } = getEnvironmentVariables();
-
-  return async (req, res) => {
-    const type = ViolationTypes.FILE_UPLOAD_LIMIT;
-    const errorMessage = {
-      type,
-      max: ip ? forkIpMax : forkUserMax,
-      limiter: ip ? 'ip' : 'user',
-      windowInMinutes: ip ? forkIpWindowInMinutes : forkUserWindowInMinutes,
-    };
-
-    await logViolation(req, res, type, errorMessage, forkViolationScore);
-    res.status(429).json({ message: 'Too many conversation fork requests. Try again later' });
-  };
-};
-
-const createForkLimiters = () => {
-  const { forkIpWindowMs, forkIpMax, forkUserWindowMs, forkUserMax } = getEnvironmentVariables();
-
-  const ipLimiterOptions = {
-    windowMs: forkIpWindowMs,
-    max: forkIpMax,
-    handler: createForkHandler(),
-    store: limiterCache('fork_ip_limiter'),
-  };
-  const userLimiterOptions = {
-    windowMs: forkUserWindowMs,
-    max: forkUserMax,
-    handler: createForkHandler(false),
-    keyGenerator: function (req) {
-      return req.user?.id;
-    },
-    store: limiterCache('fork_user_limiter'),
-  };
-
-  const forkIpLimiter = rateLimit(ipLimiterOptions);
-  const forkUserLimiter = rateLimit(userLimiterOptions);
-  return { forkIpLimiter, forkUserLimiter };
-};
-
-module.exports = { createForkLimiters };

api/server/middleware/limiters/importLimiters.js

@@ -1,14 +1,16 @@
 const rateLimit = require('express-rate-limit');
+const { RedisStore } = require('rate-limit-redis');
 const { ViolationTypes } = require('librechat-data-provider');
-const { limiterCache } = require('~/cache/cacheFactory');
+const ioredisClient = require('~/cache/ioredisClient');
 const logViolation = require('~/cache/logViolation');
+const { isEnabled } = require('~/server/utils');
+const { logger } = require('~/config');
 
 const getEnvironmentVariables = () => {
   const IMPORT_IP_MAX = parseInt(process.env.IMPORT_IP_MAX) || 100;
   const IMPORT_IP_WINDOW = parseInt(process.env.IMPORT_IP_WINDOW) || 15;
   const IMPORT_USER_MAX = parseInt(process.env.IMPORT_USER_MAX) || 50;
   const IMPORT_USER_WINDOW = parseInt(process.env.IMPORT_USER_WINDOW) || 15;
-  const IMPORT_VIOLATION_SCORE = process.env.IMPORT_VIOLATION_SCORE;
 
   const importIpWindowMs = IMPORT_IP_WINDOW * 60 * 1000;
   const importIpMax = IMPORT_IP_MAX;
@@ -25,18 +27,12 @@ const getEnvironmentVariables = () => {
     importUserWindowMs,
     importUserMax,
     importUserWindowInMinutes,
-    importViolationScore: IMPORT_VIOLATION_SCORE,
   };
 };
 
 const createImportHandler = (ip = true) => {
-  const {
-    importIpMax,
-    importUserMax,
-    importViolationScore,
-    importIpWindowInMinutes,
-    importUserWindowInMinutes,
-  } = getEnvironmentVariables();
+  const { importIpMax, importIpWindowInMinutes, importUserMax, importUserWindowInMinutes } =
+    getEnvironmentVariables();
 
   return async (req, res) => {
     const type = ViolationTypes.FILE_UPLOAD_LIMIT;
@@ -47,7 +43,7 @@ const createImportHandler = (ip = true) => {
       windowInMinutes: ip ? importIpWindowInMinutes : importUserWindowInMinutes,
     };
 
-    await logViolation(req, res, type, errorMessage, importViolationScore);
+    await logViolation(req, res, type, errorMessage);
     res.status(429).json({ message: 'Too many conversation import requests. Try again later' });
   };
 };
@@ -60,7 +56,6 @@ const createImportLimiters = () => {
     windowMs: importIpWindowMs,
     max: importIpMax,
     handler: createImportHandler(),
-    store: limiterCache('import_ip_limiter'),
   };
   const userLimiterOptions = {
     windowMs: importUserWindowMs,
@@ -69,9 +64,23 @@ const createImportLimiters = () => {
     keyGenerator: function (req) {
       return req.user?.id; // Use the user ID or NULL if not available
     },
-    store: limiterCache('import_user_limiter'),
   };
 
+  if (isEnabled(process.env.USE_REDIS) && ioredisClient) {
+    logger.debug('Using Redis for import rate limiters.');
+    const sendCommand = (...args) => ioredisClient.call(...args);
+    const ipStore = new RedisStore({
+      sendCommand,
+      prefix: 'import_ip_limiter:',
+    });
+    const userStore = new RedisStore({
+      sendCommand,
+      prefix: 'import_user_limiter:',
+    });
+    ipLimiterOptions.store = ipStore;
+    userLimiterOptions.store = userStore;
+  }
+
   const importIpLimiter = rateLimit(ipLimiterOptions);
   const importUserLimiter = rateLimit(userLimiterOptions);
   return { importIpLimiter, importUserLimiter };

api/server/middleware/limiters/index.js

@@ -4,7 +4,6 @@ const createSTTLimiters = require('./sttLimiters');
 const loginLimiter = require('./loginLimiter');
 const importLimiters = require('./importLimiters');
 const uploadLimiters = require('./uploadLimiters');
-const forkLimiters = require('./forkLimiters');
 const registerLimiter = require('./registerLimiter');
 const toolCallLimiter = require('./toolCallLimiter');
 const messageLimiters = require('./messageLimiters');
@@ -15,7 +14,6 @@ module.exports = {
   ...uploadLimiters,
   ...importLimiters,
   ...messageLimiters,
-  ...forkLimiters,
   loginLimiter,
   registerLimiter,
   toolCallLimiter,

api/server/middleware/limiters/loginLimiter.js

@@ -1,8 +1,9 @@
 const rateLimit = require('express-rate-limit');
-const { ViolationTypes } = require('librechat-data-provider');
-const { removePorts } = require('~/server/utils');
-const { limiterCache } = require('~/cache/cacheFactory');
+const { RedisStore } = require('rate-limit-redis');
+const { removePorts, isEnabled } = require('~/server/utils');
+const ioredisClient = require('~/cache/ioredisClient');
 const { logViolation } = require('~/cache');
+const { logger } = require('~/config');
 
 const { LOGIN_WINDOW = 5, LOGIN_MAX = 7, LOGIN_VIOLATION_SCORE: score } = process.env;
 const windowMs = LOGIN_WINDOW * 60 * 1000;
@@ -11,7 +12,7 @@ const windowInMinutes = windowMs / 60000;
 const message = `Too many login attempts, please try again after ${windowInMinutes} minutes.`;
 
 const handler = async (req, res) => {
-  const type = ViolationTypes.LOGINS;
+  const type = 'logins';
   const errorMessage = {
     type,
     max,
@@ -27,9 +28,17 @@ const limiterOptions = {
   max,
   handler,
   keyGenerator: removePorts,
-  store: limiterCache('login_limiter'),
 };
 
+if (isEnabled(process.env.USE_REDIS) && ioredisClient) {
+  logger.debug('Using Redis for login rate limiter.');
+  const store = new RedisStore({
+    sendCommand: (...args) => ioredisClient.call(...args),
+    prefix: 'login_limiter:',
+  });
+  limiterOptions.store = store;
+}
+
 const loginLimiter = rateLimit(limiterOptions);
 
 module.exports = loginLimiter;

api/server/middleware/limiters/messageLimiters.js

@@ -1,15 +1,16 @@
 const rateLimit = require('express-rate-limit');
-const { ViolationTypes } = require('librechat-data-provider');
+const { RedisStore } = require('rate-limit-redis');
 const denyRequest = require('~/server/middleware/denyRequest');
-const { limiterCache } = require('~/cache/cacheFactory');
+const ioredisClient = require('~/cache/ioredisClient');
+const { isEnabled } = require('~/server/utils');
 const { logViolation } = require('~/cache');
+const { logger } = require('~/config');
 
 const {
   MESSAGE_IP_MAX = 40,
   MESSAGE_IP_WINDOW = 1,
   MESSAGE_USER_MAX = 40,
   MESSAGE_USER_WINDOW = 1,
-  MESSAGE_VIOLATION_SCORE: score,
 } = process.env;
 
 const ipWindowMs = MESSAGE_IP_WINDOW * 60 * 1000;
@@ -30,7 +31,7 @@ const userWindowInMinutes = userWindowMs / 60000;
  */
 const createHandler = (ip = true) => {
   return async (req, res) => {
-    const type = ViolationTypes.MESSAGE_LIMIT;
+    const type = 'message_limit';
     const errorMessage = {
       type,
       max: ip ? ipMax : userMax,
@@ -38,7 +39,7 @@ const createHandler = (ip = true) => {
       windowInMinutes: ip ? ipWindowInMinutes : userWindowInMinutes,
     };
 
-    await logViolation(req, res, type, errorMessage, score);
+    await logViolation(req, res, type, errorMessage);
     return await denyRequest(req, res, errorMessage);
   };
 };
@@ -50,7 +51,6 @@ const ipLimiterOptions = {
   windowMs: ipWindowMs,
   max: ipMax,
   handler: createHandler(),
-  store: limiterCache('message_ip_limiter'),
 };
 
 const userLimiterOptions = {
@@ -60,9 +60,23 @@ const userLimiterOptions = {
   keyGenerator: function (req) {
     return req.user?.id; // Use the user ID or NULL if not available
   },
-  store: limiterCache('message_user_limiter'),
 };
 
+if (isEnabled(process.env.USE_REDIS) && ioredisClient) {
+  logger.debug('Using Redis for message rate limiters.');
+  const sendCommand = (...args) => ioredisClient.call(...args);
+  const ipStore = new RedisStore({
+    sendCommand,
+    prefix: 'message_ip_limiter:',
+  });
+  const userStore = new RedisStore({
+    sendCommand,
+    prefix: 'message_user_limiter:',
+  });
+  ipLimiterOptions.store = ipStore;
+  userLimiterOptions.store = userStore;
+}
+
 /**
  * Message request rate limiter by IP
  */

api/server/middleware/limiters/registerLimiter.js

@@ -1,8 +1,9 @@
 const rateLimit = require('express-rate-limit');
-const { ViolationTypes } = require('librechat-data-provider');
-const { removePorts } = require('~/server/utils');
-const { limiterCache } = require('~/cache/cacheFactory');
+const { RedisStore } = require('rate-limit-redis');
+const { removePorts, isEnabled } = require('~/server/utils');
+const ioredisClient = require('~/cache/ioredisClient');
 const { logViolation } = require('~/cache');
+const { logger } = require('~/config');
 
 const { REGISTER_WINDOW = 60, REGISTER_MAX = 5, REGISTRATION_VIOLATION_SCORE: score } = process.env;
 const windowMs = REGISTER_WINDOW * 60 * 1000;
@@ -11,7 +12,7 @@ const windowInMinutes = windowMs / 60000;
 const message = `Too many accounts created, please try again after ${windowInMinutes} minutes`;
 
 const handler = async (req, res) => {
-  const type = ViolationTypes.REGISTRATIONS;
+  const type = 'registrations';
   const errorMessage = {
     type,
     max,
@@ -27,9 +28,17 @@ const limiterOptions = {
   max,
   handler,
   keyGenerator: removePorts,
-  store: limiterCache('register_limiter'),
 };
 
+if (isEnabled(process.env.USE_REDIS) && ioredisClient) {
+  logger.debug('Using Redis for register rate limiter.');
+  const store = new RedisStore({
+    sendCommand: (...args) => ioredisClient.call(...args),
+    prefix: 'register_limiter:',
+  });
+  limiterOptions.store = store;
+}
+
 const registerLimiter = rateLimit(limiterOptions);
 
 module.exports = registerLimiter;