Spaces:
Running on Zero
Running on Zero
File size: 1,016 Bytes
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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). |