Spaces:
Running on Zero
A newer version of the Gradio SDK is available: 6.22.0
title: TableMind AI
emoji: 📊
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 6.20.0
app_file: app.py
pinned: false
license: mit
short_description: Fine-tuned table Q&A chatbot with RAG and auto-charts
TableMind AI
Upload an Excel, CSV, PDF, or Word document (any size) and ask questions in plain English. Numeric/aggregate questions are answered with exact computed results via a pandas execution layer, not guesses — everything else is answered via retrieval-augmented generation over the document. Toggle the chart option for a visual on comparison-style questions.
Built with a QLoRA fine-tuned Qwen/Qwen2.5-1.5B-Instruct, sentence-transformers + FAISS
for retrieval, and a text-to-pandas router for numeric accuracy.
See the full build guide: GUIDE.md in the project repo this Space was built from.
Note on hardware: this Space runs on ZeroGPU if the owner has a Hugging Face PRO subscription, or on CPU basic otherwise (slower LLM generation, everything else identical).