Added adaptor details to README. Moved assets folder to docs/assets (#162)

Co-authored-by: Hari John Kuriakose <hari@zipstack.com>

README.md

@@ -1,5 +1,5 @@
 <div align="center">
-<img src="assets/unstract_u_logo.png" style="height: 120px">
+<img src="docs/assets/unstract_u_logo.png" style="height: 120px">
 
 # Unstract
 
@@ -11,7 +11,7 @@
 
 While co-pilots enable machine-to-human automation, with Unstract, you can go beyond co-pilots by enabling machine-to-machine automation. You can launch APIs that take in complex documents and return structured JSON all with a simple no-code approach. You can also launch unstructured data ETL Pipelines that can read complex documents from a variety of cloud file / object storage systems and write structured data into popular data warehouses and databases.
 
-![img Prompt Studio](assets/prompt_studio.png)
+![img Prompt Studio](docs/assets/prompt_studio.png)
 
 ## 🧘‍♀️ Three step nirvana
 
@@ -21,11 +21,11 @@ Automate critical business processes that involve complex documents with a human
 🌟 **Step 2**: Configure Prompt Studio project as API deployment or configure input source and output destination for ETL Pipeline<br>
 🌟 **Step 3**: Deploy Workflows as unstructured data APIs or unstructured data ETL Pipelines!
 
-![img Using Unstract](assets/Using_Unstract.png)
+![img Using Unstract](docs/assets/Using_Unstract.png)
 
 ## 🚀 Getting started
 
-The easiest way to get started is with Docker. Clone this repo and do the following:
+The easiest way to get started is with Docker. Either download a release or clone this repo and do the following:
 
 ✅ `./run-platform.sh`<br>
 ✅ Now visit [http://frontend.unstract.localhost](http://frontend.unstract.localhost) in your browser <br>
@@ -33,10 +33,76 @@ The easiest way to get started is with Docker. Clone this repo and do the follow
 
 That's all there is to it!
 
+Another really quick way to experience Unstract is by signing up for our [hosted version](https://us-central-1.gcp.unstract.com/).
+
 ## ⏩ Quick Start Guide
 
 Unstract comes well documented. You can get introduced to the [basics of Unstract](https://docs.unstract.com/), and [learn how to connect](https://docs.unstract.com/unstract_platform/setup_accounts/whats_needed) various systems like LLMs, Vector Databases, Embedding Models and Text Extractors to it. The easiest way to wet your feet is to go through our [Quick Start Guide](https://docs.unstract.com/unstract_platform/quick_start) where you actually get to do some prompt engineering in Prompt Studio and launch an API to structure varied credit card statements!
 
+## 🤝 Ecosystem support
+
+### LLM Providers
+|| Provider | Status |
+|---|---|---|
+|<img src="docs/assets/3rd_party/openai.png" width="32"/>| OpenAI | ✅ Working |
+|<img src="docs/assets/3rd_party/vertex_ai.png" width="32"/>| Google VertexAI, Gemini Pro | ✅ Working |
+|<img src="docs/assets/3rd_party/azure_openai.png" width="32"/>| Azure OpenAI | ✅ Working  |
+|<img src="docs/assets/3rd_party/palm.png" width="32"/>| Google PaLM | ✅ Working  |
+|<img src="docs/assets/3rd_party/anyscale.png" width="32"/>| Anyscale | ✅ Working |
+|<img src="docs/assets/3rd_party/replicate.png" width="32"/>| Replicate | 🗓️ Coming soon! |
+|<img src="docs/assets/3rd_party/anthropic.png" width="32"/>| Anthropic | 🗓️ Coming soon! |
+|<img src="docs/assets/3rd_party/mistral_ai.png" width="32"/>| Mistral AI | 🗓️ Coming soon! |
+
+### Vector Databases
+|| Provider | Status |
+|---|---|---|
+|<img src="docs/assets/3rd_party/qdrant.png" width="32"/>| Qdrant | ✅ Working |
+|<img src="docs/assets/3rd_party/postgres.png" width="32"/>| PostgreSQL | ✅ Working |
+|<img src="docs/assets/3rd_party/supabase.png" width="32"/>| Supabase | 🗓️ Coming soon! |
+|<img src="docs/assets/3rd_party/milvus.png" width="32"/>| Milvus | 🗓️ Coming soon! |
+|<img src="docs/assets/3rd_party/weaviate.png" width="32"/>| Weaviate | 🗓️ Coming soon! |
+|<img src="docs/assets/3rd_party/pinecone.png" width="32"/>| Pinecone | 🗓️ Coming soon! |
+
+### Embeddings
+|| Provider | Status |
+|---|---|---|
+|<img src="docs/assets/3rd_party/openai.png" width="32"/>| OpenAI | ✅ Working |
+|<img src="docs/assets/3rd_party/azure_openai.png" width="32"/>| Azure OpenAI | ✅ Working  |
+|<img src="docs/assets/3rd_party/palm.png" width="32"/>| Google PaLM | ✅ Working  |
+|<img src="docs/assets/3rd_party/qdrant.png" width="32"/>| Qdrant | ✅ Working |
+|<img src="docs/assets/3rd_party/huggingface.png" width="32"/>| Huggingface | 🗓️ Coming soon! |
+
+### Text Extractors
+|| Provider | Status |
+|---|---|---|
+|<img src="docs/assets/unstract_u_logo.png" width="32"/>| Unstract LLMWhisperer | ✅ Working |
+|<img src="docs/assets/3rd_party/unstructured_io.png" width="32"/>| Unstructured.io Community | ✅ Working  |
+|<img src="docs/assets/3rd_party/unstructured_io.png" width="32"/>| Unstructured.io Enterprise | ✅ Working  |
+|<img src="docs/assets/3rd_party/llamaindex.png" width="32"/>| LlamaIndex Parse | 🗓️ Coming soon! |
+
+### ETL Sources
+|| Provider | Status |
+|---|---|---|
+|<img src="docs/assets/3rd_party/s3.png" width="32"/>| AWS S3 | ✅ Working |
+|<img src="docs/assets/3rd_party/minio.png" width="32"/>| Minio | ✅ Working |
+|<img src="docs/assets/3rd_party/dropbox.png" width="32"/>| Dropbox | ✅ Working |
+|<img src="docs/assets/3rd_party/google_drive.png" width="32"/>| Google Drive | ✅ Working |
+|<img src="docs/assets/3rd_party/box.png" width="32"/>| Box | 🗓️ Coming soon! |
+|<img src="docs/assets/3rd_party/gcp.png" width="32"/>| Google Cloud Storage | 🗓️ Coming soon! |
+|<img src="docs/assets/3rd_party/azure_openai.png" width="32"/>| Azure Cloud Storage | 🗓️ Coming soon! |
+|<img src="docs/assets/3rd_party/http.png" width="32"/>| HTTP/HTTPS | 🗓️ Coming soon! |
+
+### ETL Destinations
+|| Provider | Status |
+|---|---|---|
+|<img src="docs/assets/3rd_party/snowflake.png" width="32"/>| Snowflake | ✅ Working |
+|<img src="docs/assets/3rd_party/amazon_redshift.png" width="32"/>| Amazon Redshift | ✅ Working |
+|<img src="docs/assets/3rd_party/google_bigquery.png" width="32"/>| Google Bigquery | ✅ Working |
+|<img src="docs/assets/3rd_party/postgres.png" width="32"/>| PostgreSQL | ✅ Working |
+|<img src="docs/assets/3rd_party/mysql.png" width="32"/>| MySQL | 🗓️ Coming soon! |
+|<img src="docs/assets/3rd_party/mariadb.png" width="32"/>| MariaDB | 🗓️ Coming soon! |
+|<img src="docs/assets/3rd_party/ms_sql.png" width="32"/>| Microsoft SQL Server | 🗓️ Coming soon! |
+
 ## 🙌 Contributing
 
 Contributions are welcome! Please read [CONTRIBUTE.md](CONTRIBUTE.md) for further details on setting up the development environment, etc. It also points you to other detailed documents as needed.