[doc] add Anything LLM integration (#17216)

Signed-off-by: reidliu41 <[email protected]>
Co-authored-by: reidliu41 <[email protected]>

Author: reidliu41

docs/source/assets/deployment/anything-llm-chat-with-doc.png

@@ -0,0 +1,47 @@
+(deployment-anything-llm)=
+
+# Anything LLM
+
+[Anything LLM](https://github.com/Mintplex-Labs/anything-llm) is a full-stack application that enables you to turn any document, resource, or piece of content into context that any LLM can use as references during chatting.
+
+It allows you to deploy a large language model (LLM) server with vLLM as the backend, which exposes OpenAI-compatible endpoints.
+
+## Prerequisites
+
+- Setup vLLM environment
+
+## Deploy
+
+- Start the vLLM server with the supported chat completion model, e.g.
+
+```console
+vllm serve Qwen/Qwen1.5-32B-Chat-AWQ --max-model-len 4096
+```
+
+- Download and install [Anything LLM desktop](https://anythingllm.com/desktop).
+
+- On the bottom left of open settings, AI Prooviders --> LLM:
+  - LLM Provider: Generic OpenAI
+  - Base URL: http://{vllm server host}:{vllm server port}/v1
+  - Chat Model Name: `Qwen/Qwen1.5-32B-Chat-AWQ`
+
+:::{image} /assets/deployment/anything-llm-provider.png
+:::
+
+- Back to home page, New Workspace --> create `vllm` workspace, and start to chat:
+
+:::{image} /assets/deployment/anything-llm-chat-without-doc.png
+:::
+
+- Click the upload button:
+  - upload the doc
+  - select the doc and move to the workspace
+  - save and embed
+
+:::{image} /assets/deployment/anything-llm-upload-doc.png
+:::
+
+- Chat again:
+
+:::{image} /assets/deployment/anything-llm-chat-with-doc.png
+:::

docs/source/assets/deployment/anything-llm-chat-without-doc.png

@@ -3,6 +3,7 @@
 :::{toctree}
 :maxdepth: 1
 
+anything-llm
 bentoml
 cerebrium
 dstack