# Intelligent-Internet/II-Search-4B-MLX

This model [Intelligent-Internet/II-Search-4B-MLX ](https://huggingface.co/Intelligent-Internet/II-Search-4B-MLX) was
converted to MLX format from [Intelligent-Internet/II-Search-4B](https://huggingface.co/Intelligent-Internet/II-Search-4B)
using mlx-lm version **0.26.1**.

## Use with mlx

```bash
pip install mlx-lm
```

```python
from mlx_lm import load, generate

model, tokenizer = load("Intelligent-Internet/II-Search-4B-MLX")

prompt = "hello"

if tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, add_generation_prompt=True
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)
```

## Important: Integrate web_search and web_visit tools 

Equip the served model with web_search and web_visit tools to enable internet-aware functionality. Alternatively, use a middleware like MCP for tool integration—see this example repository: https://github.com/hoanganhpham1006/mcp-server-template.