shashank1601/intelligent-data-analyst-agent

Intelligent Data Analyst Agent

FastAPI service that:

• —Ingests a CSV
• —Auto-preprocesses features
• —Chooses classification vs regression
• —Trains a small PyTorch MLP
• —Returns metrics + a human-readable report
• —Generates an LLM summary via HF Inference API (if HF_TOKEN set), else local Transformers fallback.

Endpoints

• —GET / – health
• —POST /analyze – upload CSV
• —POST /explain – direct LLM explanation (API path)
• —GET /debug/status – shows if HF_TOKEN is present

Secrets

• —HF_TOKEN – HF access token (Space → Settings → Variables and secrets)
• —HF_LLM_MODEL – (optional) default google/flan-t5-small