The workshop is titled “Build a production ready RAG system from scratch”.

Instructor: Dr. Raj Dandekar, MIT PhD

Timings: 8am IST on Saturday, Sunday (23-24 August)

Here is what we will cover:

(1) Build an end to end RAG pipeline from scratch

(2) Compare the different data ingestion approaches:

(2) Code and compare 5 chunking strategies:

(3) Compare 3 types of embedding strategies:

(3) Run the pipeline locally using open source LLMs

(4) Implement a RAG Evaluation pipeline using RAGAS:

(5) Deploy the RAG pipeline using Supabase + Postgres + PGVector

(6) How to design multimodal RAG pipelines

(7) Using Lovable to make beautiful frontend

Check attached video to see what we will be building!

P.S: The 3 hour workshop may extend to 4 or 5 hours!