(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
:::