| # 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. |