Chat with Excel files using RAG

Hi everyone (if someone’s there). In today’s data-driven world, Excel spreadsheets remain the workhorse of business analytics. But what if you could chat with your financial reports or sales data like you’d converse with a colleague? In this post, we’ll explore how I built a completely local AI assistant that understands Excel files using cutting-edge open-source tools. The Tech Stack Breakdown This program combines several powerful technologies= Ollama for running the Llama3....

January 29, 2025 · 2 min · PKT

RAG over Excel with IBM Docling and Llama 3.2

Hello everyone (if someone’s there). This project, RAG over Excel with IBM Dockling and Llama 3.2, was made to help you extract details from an Excel file using some of the best technologies that IBM and Meta made, namely, respectively, Docling and Llama 3.2 Model on your own computer. For more information on the workings of this project and how to run this program on your local machine, read this blog