Introduction to Chunking in RAG | Why Chunking is required? | Types of Chunking Strategies | Gen AI

Discover the critical role of chunking in the Retrieval-Augmented Generation (RAG) pipeline! 🌟 In this video, I provide a comprehensive overview of chunking, explaining where it fits in the RAG process and why it's essential. You'll see visual representations of how chunking works on large documents and learn about the five key limitations that make chunking necessary. Additionally, I cover the five types of chunking methods: fixed size, recursive, semantic, agentic, and document-specific.

Whether you're new to AI or looking to deepen your understanding, this video is a must-watch for anyone interested in optimizing AI retrieval processes. Join me for an insightful dive into chunking in RAG!

__________________________________________

🔀 Sorting: https://youtube.com/playlist?list=PL9jefoqM2f-P6Ehn7ZtK9OXFZAuWHUiI1

🔍 Searching Algorithms: https://youtube.com/playlist?list=PL9jefoqM2f-PjhGvQrx3srOa5iIs4gIDY

🔢 Arrays in Python: https://youtube.com/playlist?list=PL9jefoqM2f-P0BHa_mjkNm-lvvPMqb9cE

🧮 White Box Testing Numerical: https://youtube.com/playlist?list=PL9jefoqM2f-Mhk8fhrqqIhtXSqFzFMCr7

📈 Big Data Analytics: https://youtube.com/playlist?list=PL9jefoqM2f-MUTHq5_1jYm9XOMS3VHTvb

Applied Data Science: https://www.youtube.com/playlist?list=PL9jefoqM2f-N0_007irt9JO3j0idC-khL

🤖 Deep Learning: https://www.youtube.com/playlist?list=PL9jefoqM2f-PSPzQe6DuSeUTtGAftQz7B

Generative AI: https://www.youtube.com/playlist?list=PL9jefoqM2f-PRqJhqaZ5R7WFSzsKHL80x

🔗 Blockchain and DLT: https://www.youtube.com/playlist?list=PL9jefoqM2f-NPuxHKBNilP6k8FHZ9RYLf

❤️Heart Disease Prediction using Machine Learning Project: https://www.youtube.com/playlist?list=PL9jefoqM2f-OMXLVcBVk4YxX7AyrgMDYI

100 Days of SQL: https://www.youtube.com/playlist?list=PL9jefoqM2f-PNlBPLVPeyzqGX2cRzTwbT

🐍 Python Small Projects: https://youtube.com/playlist?list=PL9jefoqM2f-PpdCKjwuWoiDctQcUKeR6S

Subscribe to At A Glance!

Buy me a coffee: https://www.buymeacoffee.com/ataglanceofficial

Join Telegram: https://t.me/ataglanceofficial

Official Website: https://ataglanceofficial.netlify.com/

Follow me on Instagram: https://www.instagram.com/at_a_glance_official/

__________________________________________