RAG Hands On
What is Applied AI Club?
Applied AI Club is an invite-only community for Operators. We help each other get ready for the AI age through webinars, learning materials, and community discussions. To know more, Check out,
🌐 https://www.appliedai.club/club
Presenter
The speaker for this session is M K Pavan Kumar. Here's a bit about him:
M K Pavan Kumar is a Principal Engineer in Data & Generative AI at Orbcomm, India, with a rich career spanning since August 2010. With extensive experience across diverse domains such as Maritime, Aerospace, ERP, Credit Ratings & Insurance, Supply Chain, and Warehouse Management, Pavan has honed his skills in Full Stack development, Advanced Cloud technologies, Machine Learning, NLP, and Generative AI.
Holding a Master’s degree in Computer Applications from Osmania University and a Master’s in Data Science Engineering from BITS Pilani, Pavan has risen through various technical roles, starting as a software engineer to his current leadership position. He is an active member of open-source communities and a sought-after speaker in AI and Generative AI spaces.
Session: RAG HandsOn
🗓️ May 17 (Saturday)
🕙 10:00 AM IST
Session content
RAG Hands on
Construct the basic RAG pipeline
Check different Hyper params of RAG pipeline
Constructing Advanced RAGs
◦ Self Correcting RAG
◦ Query Transformations
▪ Query-Rewriting Transformation
▪ Sub-Questions Transformation
▪ HyDE TransformationIntegrating RAG Observabilities
Intro to Agentic RAG
Who is it relevant for?
This session is ideal for developers, data scientists, and product managers interested in building robust, real-world AI systems. No deep ML experience is required — the session balances theory with actionable insights. This is an extension of our last week session on RAG. Pls do visit our youtube channel for our last session. Link below.
Who runs Applied AI?
Bala is the founder of ZORP with 17 years of technology and product experience. Connect with Bala
Praveen is a product leader and ex-Director at Swiggy, now working on his own startup. Connect with Praveen
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