Not your regular RAG #138
Description
Title of the talk/workshop
A regular RAG works perfect for your text search, but what if you have the file data in a tabular format ?? Let's solve it.
Abstract of the talk/workshop
In this talk we see some of the challenges of a regular RAG, majorly when your data is not just a regular text and it includes some tables or images. Regular RAG and vectorization would not give a proper search result as the related data is not in a single line but span across rows or even it would skip the images. And we discuss how to solve this with a real-world example.
Category of the talk/workshop
Genai/search/vector store
Duration (including Q&A)
1 hour
Level of Audience
Begineer/Internediate/Advance
Speaker Bio
- Speaker Bio (Brief)
An experienced data engineer with 13 yrs exp. worked on AWS/GCP and bigdata. Love to Data engineer and currently in love with RAG, Agentic AI. I regularly face time consuming routines in life and typically handle them via tech and get it automated for me!! - Company
Virtusa - Email
nemmalurisanthosh@yahoo.com - Years of Exp --> 13