> ## Documentation Index
> Fetch the complete documentation index at: https://doc.starrise.tech/llms.txt
> Use this file to discover all available pages before exploring further.

# Using with MindSearch

> Integrate Starrise AI models with MindSearch — an open-source AI search engine.

## 1. Get Your API Key

Open the [Starrise AI Console](https://ai.alad.com/) and register an account (or log in if you already have one). After registering, go to **API Keys**, create a new API key, click to copy it, and save it for later use.

## 2. Deploy MindSearch

After cloning MindSearch locally and installing the required dependencies (see the [MindSearch README](https://github.com/InternLM/MindSearch/blob/main/README.md)), edit `/path/to/MindSearch/mindsearch/models.py` and add the configuration for calling the Starrise AI API:

```python theme={null}
starrise_config = dict(
    type=GPTAPI,
    model_type='gpt-4o',
    key=os.environ.get('ANYFAST_API_KEY', 'YOUR ANYFAST API KEY'),
    openai_api_base='https://ai.alad.com/v1/chat/completions',
    meta_template=[
        dict(role='system', api_role='system'),
        dict(role='user', api_role='user'),
        dict(role='assistant', api_role='assistant'),
        dict(role='environment', api_role='system')
    ],
    top_p=0.8,
    top_k=1,
    temperature=0,
    max_new_tokens=8192,
    repetition_penalty=1.02,
    stop_words=['<|im_end|>']
)
```

After adding this configuration, you can run the relevant commands to start MindSearch.

Start the backend:

```bash theme={null}
# Specify the Starrise AI API key
export ANYFAST_API_KEY=<the key you copied above>

# Start
python -m mindsearch.app --lang en --model_format starrise_config --search_engine DuckDuckGoSearch
```

Start the frontend (using Gradio as an example):

```bash theme={null}
python frontend/mindsearch_gradio.py
```

## 3. Deploy to HuggingFace Space

You can also choose to deploy to HuggingFace Space:

* Create a new Space at [huggingface.co/new-space](https://huggingface.co/new-space) with the following settings: Gradio Template: Blank, Hardware: CPU basic.
* After creation, go to **Settings** to set the API key.
* Upload the MindSearch directory, `requirements.txt`, and `app.py`.