mirror of
https://github.com/khoj-ai/khoj.git
synced 2024-12-23 12:48:09 +00:00
01bc6d35dc
- 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
27 lines
1.8 KiB
Markdown
27 lines
1.8 KiB
Markdown
# LM Studio
|
|
:::info
|
|
This is only helpful for self-hosted users. If you're using [Khoj Cloud](https://app.khoj.dev), you're limited to our first-party models.
|
|
:::
|
|
|
|
:::info
|
|
Khoj natively supports local LLMs [available on HuggingFace in GGUF format](https://huggingface.co/models?library=gguf). Using an OpenAI API proxy with Khoj maybe useful for ease of setup, trying new models or using commercial LLMs via API.
|
|
:::
|
|
|
|
[LM Studio](https://lmstudio.ai/) 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](https://lmstudio.ai/docs/local-server). This makes it possible to turn chat models from LM Studio into your personal AI agents with Khoj.
|
|
|
|
## Setup
|
|
1. Install [LM Studio](https://lmstudio.ai/) 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](http://localhost:42110/server/admin/database/openaiprocessorconversationconfig/add) 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](http://localhost:42110/server/admin/database/chatmodel/add) 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](http://localhost:42110/settings) and select the model you just created in the chat model dropdown.
|