import os from huggingface_hub import InferenceClient def analyze_data(prompt): """ Use Hugging Face LLM to generate insights from raw search data """ HF_TOKEN = os.getenv("HF_TOKEN") if not HF_TOKEN: return "Error: Hugging Face token not found in environment variables" try: client = InferenceClient( model="Qwen/Qwen2.5-Coder-7B-Instruct", token=HF_TOKEN ) return client.text_generation(prompt, max_new_tokens=500) except Exception as e: return f"LLM generation failed: {str(e)}"