Core AI

RAG & Vector Search

Retrieval-augmented generation, vector databases, embeddings and semantic search

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Skills in this topic
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RAG Basics
beginner
Chunk documents with LangChain or LlamaIndex
Vector Stores
intermediate
Set up Pinecone, Weaviate, or pgvector
RAG Evaluation
intermediate
Run RAGAS evaluation on a RAG pipeline
Advanced RAG
advanced
Build a hybrid BM25 + dense retrieval pipeline
Why You Can't Learn AI Engineering All at Once 2026
RAG & Vector Search
Why You Can't Learn AI Engineering All at Once 2026
Tech With Tim Beginner 1d ago
40 LPA Series Day 60 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 60 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 1d ago
When All Context Matters: Extended Cache Augmented Generation - Luis Romero-Sevilla, Orbis
RAG & Vector Search
When All Context Matters: Extended Cache Augmented Generation - Luis Romero-Sevilla, Orbis
AI Engineer Beginner 1d ago
What is a Vector Database? | The Technology Behind Modern AI
RAG & Vector Search
What is a Vector Database? | The Technology Behind Modern AI
Neural Monk Beginner 1d ago
40 LPA Series Day 60 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 60 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 2d ago
What Is a VECTOR DATABASE? Simple Explanation
RAG & Vector Search
What Is a VECTOR DATABASE? Simple Explanation
Online Training for Everyone Beginner 4d ago
This Simple Folder Beats Vector Databases. Here's Why.
RAG & Vector Search
This Simple Folder Beats Vector Databases. Here's Why.
The AI How Beginner 4d ago
The Complete RAG Pipeline Explained | Rakesh Gohel
RAG & Vector Search
The Complete RAG Pipeline Explained | Rakesh Gohel
Rakesh Gohel Beginner 5d ago
What is Word Embedding in NLP -  Natural Language Processing
RAG & Vector Search
What is Word Embedding in NLP - Natural Language Processing
codehubgenius Beginner 5d ago
RAG architecture explained in Telugu | stages of RAG
RAG & Vector Search
RAG architecture explained in Telugu | stages of RAG
Withmesravani_ Beginner 1w ago
ChromaDB Tutorial For Beginners | Vector Database Explained | ChromaDB Crash Course | Simplilearn
RAG & Vector Search
ChromaDB Tutorial For Beginners | Vector Database Explained | ChromaDB Crash Course | Simplilearn
Simplilearn Beginner 1w ago
RAG Chunking Part 3 — The Patterns That Fix “Right Hit, Wrong Context”
RAG & Vector Search
RAG Chunking Part 3 — The Patterns That Fix “Right Hit, Wrong Context”
cholakovit Beginner 1w ago
PixelRAG & Qwen3-VL: The Next Evolution of Multimodal Retrieval. DeepSeek OCR. Visual Language Model
RAG & Vector Search
PixelRAG & Qwen3-VL: The Next Evolution of Multimodal Retrieval. DeepSeek OCR. Visual Language Model
Byte Goose AI. Beginner 1w ago
RAG Explained Visually 🤯 | The AI Technique Behind ChatGPT's Smart Answers
RAG & Vector Search
RAG Explained Visually 🤯 | The AI Technique Behind ChatGPT's Smart Answers
TechNextLabTelugu Beginner 1w ago
How to Build Your First Production RAG Pipeline (in 15 Minutes)
RAG & Vector Search
How to Build Your First Production RAG Pipeline (in 15 Minutes)
Skillshare Beginner 1w ago
The most intelligent financial app | Max Branzburg, Head of Consumer Products
RAG & Vector Search
The most intelligent financial app | Max Branzburg, Head of Consumer Products
Coinbase Beginner 1w ago
RAG Explained From Scratch: How AI Actually Finds the Right Information
RAG & Vector Search
RAG Explained From Scratch: How AI Actually Finds the Right Information
Beyond the Null Beginner 1w ago
15 AI Concepts Explained in 15 Minutes | Telugu | Vamsi Bhavani
RAG & Vector Search
15 AI Concepts Explained in 15 Minutes | Telugu | Vamsi Bhavani
Vamsi Bhavani Beginner 2w ago
RAG Chunking Part 2 — The Smarter Patterns Teams Add After the Baseline
RAG & Vector Search
RAG Chunking Part 2 — The Smarter Patterns Teams Add After the Baseline
cholakovit Beginner 2w ago
Anthropic Just Shutdown Fable 5 and Mythos
RAG & Vector Search
Anthropic Just Shutdown Fable 5 and Mythos
Prompt Engineering Beginner 2w ago
The End of Chunking Vectorless RAG Explained | Rakesh Gohel
RAG & Vector Search
The End of Chunking Vectorless RAG Explained | Rakesh Gohel
Rakesh Gohel Beginner 2w ago
Pinecone Vector Database Tutorial 2026 | Getting Started With Pinecone Vector Database | Simplilearn
RAG & Vector Search
Pinecone Vector Database Tutorial 2026 | Getting Started With Pinecone Vector Database | Simplilearn
Simplilearn Beginner 2w ago
LlamaParse June 2026 OOH campaign
RAG & Vector Search
LlamaParse June 2026 OOH campaign
LlamaIndex Beginner 2w ago
RAG Interview Question: Sparse vs Dense Retriever Explained in 60s
RAG & Vector Search
RAG Interview Question: Sparse vs Dense Retriever Explained in 60s
Kartikeya Beginner 3w ago
How AI Reads a 300-Page Annual Report in Minutes
RAG & Vector Search
How AI Reads a 300-Page Annual Report in Minutes
WallStreetMojo Beginner 3w ago
10 AI Terms Finance Professionals Pretend to Understand
RAG & Vector Search
10 AI Terms Finance Professionals Pretend to Understand
WallStreetMojo Beginner 3w ago
Deliver production-ready AI search on unstructured data with RAG | ODSP925
RAG & Vector Search
Deliver production-ready AI search on unstructured data with RAG | ODSP925
Microsoft Developer Beginner 3w ago
Vector Based RAGs are Dead - AI Concepts for Everyone - Day 20 - Vector-less RAG, PageIndex #ai
RAG & Vector Search
Vector Based RAGs are Dead - AI Concepts for Everyone - Day 20 - Vector-less RAG, PageIndex #ai
Code With Shukla Ji Beginner 4w ago
Pinecone vs Chroma vs Weaviate: Which Vector DB Should You Ship to Production?
RAG & Vector Search
Pinecone vs Chroma vs Weaviate: Which Vector DB Should You Ship to Production?
Analytics Vidhya Beginner 1mo ago
40 LPA Series Day 59 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 59 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 3d ago
40 LPA Series Day 58 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 58 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 6d ago
40 LPA Series Day 57 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 57 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 1w ago
40 LPA Series Day 56 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 56 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 1w ago
40 LPA Series Day 55 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 55 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 1w ago
Advanced RAG Starts Today 🚀 | Day 54/180 AI Engineering Challenge | RAG Series Day 13
RAG & Vector Search
Advanced RAG Starts Today 🚀 | Day 54/180 AI Engineering Challenge | RAG Series Day 13
CodeWithPrashant Beginner 2w ago
Advanced RAG Starts Today 🚀 | Day 53/180 AI Engineering Challenge | RAG Series Day 13
RAG & Vector Search
Advanced RAG Starts Today 🚀 | Day 53/180 AI Engineering Challenge | RAG Series Day 13
CodeWithPrashant Beginner 2w ago
Day 52/180 🚀 Advanced RAG Explained in 60 Seconds | AI Engineer Journey #Shorts
RAG & Vector Search
Day 52/180 🚀 Advanced RAG Explained in 60 Seconds | AI Engineer Journey #Shorts
CodeWithPrashant Beginner 2w ago
Advanced RAG Starts Today 🚀 | Day 52/180 AI Engineering Challenge | RAG Series Day 13
RAG & Vector Search
Advanced RAG Starts Today 🚀 | Day 52/180 AI Engineering Challenge | RAG Series Day 13
CodeWithPrashant Beginner 2w ago
Advanced RAG Starts Today 🚀 | Day 51/180 AI Engineering Challenge | RAG Series Day 13
RAG & Vector Search
Advanced RAG Starts Today 🚀 | Day 51/180 AI Engineering Challenge | RAG Series Day 13
CodeWithPrashant Beginner 3w ago
RAG Chunking Part 1 — The Baseline Patterns Every Team Uses First
RAG & Vector Search
RAG Chunking Part 1 — The Baseline Patterns Every Team Uses First
cholakovit Beginner 3w ago
Advanced RAG Starts Today 🚀 | Day 51/180 AI Engineering Challenge | RAG Series Day 13
RAG & Vector Search
Advanced RAG Starts Today 🚀 | Day 51/180 AI Engineering Challenge | RAG Series Day 13
CodeWithPrashant Beginner 3w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 12 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 12 | 180 Day AI Challenge
CodeWithPrashant Beginner 3w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 11 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 11 | 180 Day AI Challenge
CodeWithPrashant Beginner 3w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 10 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 10 | 180 Day AI Challenge
CodeWithPrashant Beginner 3w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 9 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 9 | 180 Day AI Challenge
CodeWithPrashant Beginner 4w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 8 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 8 | 180 Day AI Challenge
CodeWithPrashant Beginner 4w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 8 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 8 | 180 Day AI Challenge
CodeWithPrashant Beginner 4w ago
Chunking Explained in 60 Seconds | RAG Basics
RAG & Vector Search
Chunking Explained in 60 Seconds | RAG Basics
CodeWithPrashant Beginner 1mo ago
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Protect and Grow Your Freelancing Business
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Protect and Grow Your Freelancing Business
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Dell Technologies Establishing Your Sales Strategy
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Dell Technologies Establishing Your Sales Strategy
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Optimizing Foundation Models
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Optimizing Foundation Models
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Web Dev: Tables, Multimedia, and Styling
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Web Dev: Tables, Multimedia, and Styling
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Getting Started with Mistral
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Getting Started with Mistral
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Project: Generative AI Applications with RAG and LangChain
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Self-paced
Project: Generative AI Applications with RAG and LangChain
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