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Anything LLM

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.
vllm serve Qwen/Qwen1.5-32B-Chat-AWQ --max-model-len 4096

  • Download and install Anything LLM 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

  • Back to home page, New Workspace --> create vllm workspace, and start to chat:

  • Click the upload button:
  • upload the doc
  • select the doc and move to the workspace
  • save and embed

  • Chat again: