ExcelChatBot
Spreadsheet Q&A Chatbot
What it offers
Ask a plain-English question across several Excel files and get an answer computed by Pandas, not guessed by a model — the data never leaves the machine.
Answering a question across several spreadsheets usually means manual lookups — this lets Pandas compute the answer instead of a model guessing it.
How it started · 19 Mar 2026
“ok, Here is the Claude Context for what I have done, and my learnings. Now, I was thinking to build a chatbot for an excel. its like Copilot in Excel where it can answer any query from excel data. What I want to buil...”
How it evolved
- Model writes the code, Pandas computes the answer
- Chose Flask as the middle layer over the alternatives
- Runs on a swappable, free model for the code step
Patterns
From Shape — the shape of the conversation, not its content.
AI use · 1 session
AI use
ExcelChatBot · Spreadsheet Q&A Chatbot
Declared by JP · sessions from Shape build history
This page shows the shape of the work, not the how. Want to see it running, or talk through how it's built?
Get in touch →