mirror of
https://github.com/khoj-ai/khoj.git
synced 2024-11-24 07:55:07 +01:00
36 lines
2.2 KiB
Markdown
36 lines
2.2 KiB
Markdown
# Ollama
|
|
:::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.
|
|
:::
|
|
|
|
Ollama allows you to run [many popular open-source LLMs](https://ollama.com/library) locally from your terminal.
|
|
For folks comfortable with the terminal, Ollama's terminal based flows can ease setup and management of chat models.
|
|
|
|
Ollama exposes a local [OpenAI API compatible server](https://github.com/ollama/ollama/blob/main/docs/openai.md#models). This makes it possible to use chat models from Ollama to create your personal AI agents with Khoj.
|
|
|
|
## Setup
|
|
|
|
1. Setup Ollama: https://ollama.com/
|
|
2. Start your preferred model with Ollama. For example,
|
|
```bash
|
|
ollama run llama3
|
|
```
|
|
3. Create a new [OpenAI Processor Conversation Config](http://localhost:42110/server/admin/database/openaiprocessorconversationconfig/add) on your Khoj admin panel
|
|
- Name: `ollama`
|
|
- Api Key: `any string`
|
|
- Api Base Url: `http://localhost:11434/v1/` (default for Ollama)
|
|
4. Create a new [Chat Model Option](http://localhost:42110/server/admin/database/chatmodeloptions/add) on your Khoj admin panel.
|
|
- Name: `llama3` (replace with the name of your local model)
|
|
- Model Type: `Openai`
|
|
- Openai Config: `<the ollama config you created in step 3>`
|
|
- Max prompt size: `1000` (replace with the max prompt size of your model)
|
|
5. Create a new [Server Chat Setting](http://localhost:42110/server/admin/database/serverchatsettings/add/) on your Khoj admin panel
|
|
- Default model: `<name of chat model option you created in step 4>`
|
|
- Summarizer model: `<name of chat model option you created in step 4>`
|
|
6. Go to [your config](http://localhost:42110/config) and select the model you just created in the chat model dropdown.
|
|
|
|
That's it! You should now be able to chat with your Ollama model from Khoj. If you want to add additional models running on Ollama, repeat step 6 for each model.
|