Chunking Explained in 60 Seconds | RAG Basics

CodeWithPrashant · Beginner ·🔍 RAG & Vector Search ·1mo ago

Skills: RAG Basics90%

Key Takeaways

Explains chunking in RAG systems using simple Hindi

Original Description

Chunking kya hai aur AI PDFs aur documents ko chhote parts mein kyun divide karta hai? Is short video mein simple Hindi mein samjho: ✅ What is Chunking? ✅ AI documents ko chunks mein kyun todta hai? ✅ RAG systems mein Chunking ka role ✅ Chunking + Embeddings + Vector Database connection ✅ Better AI search aur accurate answers ka secret Agar aap AI Engineering, RAG, LLMs, LangChain, ChromaDB ya Generative AI seekh rahe hain, to Chunking samajhna bahut zaroori hai. 🔥 AI Engineer Series – Day 8 #️⃣ Hashtags #Chunking #RAG #AI #GenerativeAI #AIEngineer #LLM #Embeddings #VectorDatabase #LangChain #ChromaDB #ArtificialIntelligence #LearnAI #TechShorts #Programming #Coding #YouTubeShorts 🏷️ Tags Chunking, What is Chunking, Chunking Explained, RAG, Retrieval Augmented Generation, AI Engineering, Generative AI, LLM, ChatGPT, Embeddings, Vector Database, Semantic Search, LangChain, ChromaDB, Pinecone, Weaviate, AI Tutorial Hindi, Learn AI, Artificial Intelligence, AI Projects, AI Developer, Tech Shorts, Coding, Programming, RAG Tutorial, AI Basics

Watch on YouTube ↗ (saves to browser)

Sign in to unlock AI tutor explanation · ⚡30

More on: RAG Basics

View skill →

High Performance (Realtime) RAG Chains: From Basic to Advanced

High Performance (Realtime) RAG Chains: From Basic to Advanced

Coding the Ultimate RAG Engine from Zero

Coding the Ultimate RAG Engine from Zero

Building Agentic RAG From Scratch in Pure Python

Building Agentic RAG From Scratch in Pure Python

Build an LLM and RAG-based Chat Application using AlloyDB and LangChain

I Built a RAG App to Decode Airline Bureaucracy (So You Don't Have To)

I Built a RAG App to Decode Airline Bureaucracy (So You Don't Have To)

Akamai Developers

RAG Demo for Beginners: Full Hands-On Tutorial in Tamil | Build Your Own RAG AI | Karthik's Show

RAG Demo for Beginners: Full Hands-On Tutorial in Tamil | Build Your Own RAG AI | Karthik's Show

Related Reads

One RAG Pipeline, Four Very Different PDFs: Same Four Bricks, Every Answer Typed and Cited

Learn how to build a versatile RAG pipeline that can process different PDFs with varying structures and content

Towards Data Science

Production RAG for enterprises: evaluation, safety, and cost

Learn how to evaluate and implement production-ready RAG for enterprises, focusing on safety and cost efficiency

RAG for Financial Docs Is Different. Here’s the Chunking Strategy That Finally Worked.

Learn how to apply a structure-aware chunking strategy to improve RAG for financial documents, overcoming the limitations of generic 512-token chunks

RAG: Every Data Type You'll Actually Run Into (Part 2)

Learn to handle real-world data for RAG by understanding common data types and preparing them for vector stores

OpenAI Embeddings and Vector Databases Crash Course