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khoj/documentation/docs/advanced/lmstudio.md
Debanjum 01bc6d35dc
Rename Chat Model Options table to Chat Model as short & readable (#1003) 
- Previous was incorrectly plural but was defining only a single model
- Rename chat model table field to name
- Update documentation
- Update references functions and variables to match new name
2024-12-12 11:24:16 -08:00

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LM Studio

:::info This is only helpful for self-hosted users. If you're using Khoj Cloud, you're limited to our first-party models. :::

:::info Khoj natively supports local LLMs available on HuggingFace in GGUF format. Using an OpenAI API proxy with Khoj maybe useful for ease of setup, trying new models or using commercial LLMs via API. :::

LM Studio is a desktop app to chat with open-source LLMs on your local machine. LM Studio provides a neat interface for folks comfortable with a GUI.

LM Studio can expose an OpenAI API compatible server. This makes it possible to turn chat models from LM Studio into your personal AI agents with Khoj.

Setup

  1. Install LM Studio and download your preferred Chat Model
  2. Go to the Server Tab on LM Studio, Select your preferred Chat Model and Click the green Start Server button
  3. Create a new OpenAI Processor Conversation Config on your Khoj admin panel
    • Name: proxy-name
    • Api Key: any string
    • Api Base Url: http://localhost:1234/v1/ (default for LMStudio)
  4. Create a new Chat Model on your Khoj admin panel.
    • Name: llama3.1 (replace with the name of your local model)
    • Model Type: Openai
    • Openai Config: <the proxy config you created in step 3>
    • Max prompt size: 20000 (replace with the max prompt size of your model)
    • Tokenizer: Do not set for OpenAI, mistral, llama3 based models
  5. Go to your config and select the model you just created in the chat model dropdown.