Core AI

RAG & Vector Search

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

4,147
lessons
Skills in this topic
View full skill map →
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
Videos 3,464 Reads 683
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
Mastering Vector Databases: Embeddings, FAISS, and Semantic Search
RAG & Vector Search
Mastering Vector Databases: Embeddings, FAISS, and Semantic Search
Analytics Vidhya Beginner 5mo ago
Vector Database Explained Simply | Semantic Search
RAG & Vector Search
Vector Database Explained Simply | Semantic Search
GetDevOpsReady Beginner 5mo ago
The Only Programming Languages Worth Learning in 2026
RAG & Vector Search ⚡ AI Lesson
The Only Programming Languages Worth Learning in 2026
Tech With Tim Beginner 5mo ago
Spotify’s Real Power Isn’t Music 🎧 #shorts
RAG & Vector Search
Spotify’s Real Power Isn’t Music 🎧 #shorts
Jacky Chou from Indexsy Beginner 5mo ago
AI Code Assistant Architecture Explained: Deep Dive! #shorts #youtubeshorts
RAG & Vector Search ⚡ AI Lesson
AI Code Assistant Architecture Explained: Deep Dive! #shorts #youtubeshorts
AI Anytime Beginner 5mo ago
Inside The Failed 2020 Coup In Venezuela That Captured Ex-US Special Forces
RAG & Vector Search
Inside The Failed 2020 Coup In Venezuela That Captured Ex-US Special Forces
Business Insider Beginner 5mo ago
Building an AI Code Assistant: How Cursor, Antigravity & Agentic IDEs Work
RAG & Vector Search ⚡ AI Lesson
Building an AI Code Assistant: How Cursor, Antigravity & Agentic IDEs Work
AI Anytime Beginner 5mo ago
Vector Databases: The Semantic Storage Layer for AI Agents
RAG & Vector Search
Vector Databases: The Semantic Storage Layer for AI Agents
The Agentic Engineer Beginner 5mo ago
What is RAG? Anchoring AI Responses in Verifiable Data
RAG & Vector Search
What is RAG? Anchoring AI Responses in Verifiable Data
The Agentic Engineer Beginner 5mo ago
Complete Azure AI Search Masterclass! | Beginner to Expert!
RAG & Vector Search ⚡ AI Lesson
Complete Azure AI Search Masterclass! | Beginner to Expert!
Azure Innovation Station | Azure AI Agents Beginner 5mo ago
The Startup Building Parts Faster Than China
RAG & Vector Search
The Startup Building Parts Faster Than China
The Hustle Beginner 5mo ago
Multimodal AI Just Leveled Up: Alibaba’s Qwen3 Explained
RAG & Vector Search ⚡ AI Lesson
Multimodal AI Just Leveled Up: Alibaba’s Qwen3 Explained
Analytics Vidhya Beginner 5mo ago
Creating & Ingesting Your Own Embeddings in Weaviate | Vector Databases for Beginners | Part 7
RAG & Vector Search
Creating & Ingesting Your Own Embeddings in Weaviate | Vector Databases for Beginners | Part 7
Data Science Dojo Beginner 5mo ago
How to Build a Voice Agent with RAG and Safety Guardrails
RAG & Vector Search
How to Build a Voice Agent with RAG and Safety Guardrails
NVIDIA Developer Beginner 5mo ago
I Made a Classic Refactoring Mistake
RAG & Vector Search ⚡ AI Lesson
I Made a Classic Refactoring Mistake
Rob Mulla Beginner 5mo ago
Facebook Groups are SO EASY Right Now (DO THIS NOW)
RAG & Vector Search
Facebook Groups are SO EASY Right Now (DO THIS NOW)
Jacky Chou from Indexsy Beginner 6mo ago
36. Vector Stores Explained: The Key to RAG Pipelines (Retrieval-Augmented Generation) In Hindi
RAG & Vector Search
36. Vector Stores Explained: The Key to RAG Pipelines (Retrieval-Augmented Generation) In Hindi
AI SayI Beginner 6mo ago
34. RAG Architecture Explained: Retrieval-Augmented Generation Guide In Hindi
RAG & Vector Search
34. RAG Architecture Explained: Retrieval-Augmented Generation Guide In Hindi
AI SayI Beginner 6mo ago
Open NotebookLM: FREE Local NotebookLM AI Agent!
RAG & Vector Search
Open NotebookLM: FREE Local NotebookLM AI Agent!
Julian Goldie SEO Beginner 6mo ago
How to Make 2026 The Best Year of Your Life (With AI)
RAG & Vector Search
How to Make 2026 The Best Year of Your Life (With AI)
Liam Ottley Beginner 6mo ago
Exploring the MTEB Leaderboard | Vector Databases for Beginners | Part 6
RAG & Vector Search
Exploring the MTEB Leaderboard | Vector Databases for Beginners | Part 6
Data Science Dojo Beginner 6mo ago
Master LangChain #20 | Document Loaders Complete Overview (PDF, Web, Cloud, API) #openai
RAG & Vector Search
Master LangChain #20 | Document Loaders Complete Overview (PDF, Web, Cloud, API) #openai
Tech Stack Learning Beginner 6mo ago
How Calabrio boosted customer satisfaction by 80% and accelerated global expansion with AssemblyAI
RAG & Vector Search
How Calabrio boosted customer satisfaction by 80% and accelerated global expansion with AssemblyAI
AssemblyAI Beginner 6mo ago
Learn Faster Even If You Are Average #shorts #students #study #learning #topper #ytshorts
RAG & Vector Search ⚡ AI Lesson
Learn Faster Even If You Are Average #shorts #students #study #learning #topper #ytshorts
WebKnower Beginner 6mo ago
Lecture 18: Transmitting Information Reliably over a Noisy Channel & Shannon’s Noisy Coding Theorem
RAG & Vector Search ⚡ AI Lesson
Lecture 18: Transmitting Information Reliably over a Noisy Channel & Shannon’s Noisy Coding Theorem
MIT OpenCourseWare Beginner 6mo ago
Lecture 14: Zero-Sum Games
RAG & Vector Search ⚡ AI Lesson
Lecture 14: Zero-Sum Games
MIT OpenCourseWare Beginner 6mo ago
RAG Explained Simply (Most People Get This Wrong)
RAG & Vector Search
RAG Explained Simply (Most People Get This Wrong)
ChethanAIChronicles Beginner 6mo ago
Why Going To Concerts Is Harder Than Ever
RAG & Vector Search
Why Going To Concerts Is Harder Than Ever
Business Insider Beginner 6mo ago
Career Crossroads: How Nia Secker Found Her True Path
RAG & Vector Search ⚡ AI Lesson
Career Crossroads: How Nia Secker Found Her True Path
Cognism Beginner 6mo ago
Do you know what a project is in Claude?
RAG & Vector Search
Do you know what a project is in Claude?
Carlosdevai Beginner 6mo ago
Diversity in Search Results
RAG & Vector Search
Diversity in Search Results
Weaviate vector database Beginner 6mo ago
Pyversity with Thomas van Dongen - Weaviate Podcast #132!
RAG & Vector Search ⚡ AI Lesson
Pyversity with Thomas van Dongen - Weaviate Podcast #132!
Weaviate vector database Beginner 6mo ago
How to HEAL Your Trauma | Gabor Maté's Powerful Insights in 24 Minutes
RAG & Vector Search ⚡ AI Lesson
How to HEAL Your Trauma | Gabor Maté's Powerful Insights in 24 Minutes
Evan Carmichael Beginner 6mo ago
Vector Embeddings and Tokens
14:13
RAG & Vector Search ⚡ AI Lesson
Vector Embeddings and Tokens
Telusko Beginner 6mo ago
RAG Demo for Beginners: Full Hands-On Tutorial in Tamil | Build Your Own RAG AI | Karthik's Show
RAG & Vector Search
RAG Demo for Beginners: Full Hands-On Tutorial in Tamil | Build Your Own RAG AI | Karthik's Show
Karthik's Show Beginner 6mo ago
November 2025 Recap
RAG & Vector Search
November 2025 Recap
AssemblyAI Beginner 7mo ago
AI Went Out of Control… What Happened Next Will Shock You! #shorts #simplilearn
RAG & Vector Search
AI Went Out of Control… What Happened Next Will Shock You! #shorts #simplilearn
Simplilearn Beginner 7mo ago
Offline vector search with SQLite and EmbeddingGemma
RAG & Vector Search ⚡ AI Lesson
Offline vector search with SQLite and EmbeddingGemma
Chrome for Developers Beginner 7mo ago
Build your own Hybrid Search
RAG & Vector Search ⚡ AI Lesson
Build your own Hybrid Search
Abhishek Thakur Beginner 7mo ago
18. What are Vector Databases? (Use Cases in RAG Pipelines Explained) | In Hindi
RAG & Vector Search
18. What are Vector Databases? (Use Cases in RAG Pipelines Explained) | In Hindi
AI SayI Beginner 6mo ago
14. What is Memory in LLMs? | Implementing Memory in AI Agents | In Hindi
RAG & Vector Search
14. What is Memory in LLMs? | Implementing Memory in AI Agents | In Hindi
AI SayI Beginner 6mo ago
Lecture 10: Modular Arithmetic
RAG & Vector Search
Lecture 10: Modular Arithmetic
MIT OpenCourseWare Beginner 6mo ago
Lecture 12: Introduction to Linear Programming
RAG & Vector Search ⚡ AI Lesson
Lecture 12: Introduction to Linear Programming
MIT OpenCourseWare Beginner 6mo ago
What are Vectors? | Vector Databases for Beginners | Part 2
RAG & Vector Search
What are Vectors? | Vector Databases for Beginners | Part 2
Data Science Dojo Beginner 6mo ago
Why The US Army Has Spent $21.6 Billion On Stryker Combat Vehicles
RAG & Vector Search ⚡ AI Lesson
Why The US Army Has Spent $21.6 Billion On Stryker Combat Vehicles
Business Insider Beginner 6mo ago
Lecture 1, Part II: Introduction of Financial Markets, Financial Terms and Concepts
RAG & Vector Search
Lecture 1, Part II: Introduction of Financial Markets, Financial Terms and Concepts
MIT OpenCourseWare Beginner 6mo ago
Lecture 7: Linear Rates, Products, and Models
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Linear Rates, Products, and Models
MIT OpenCourseWare Beginner 6mo ago
Lecture 12: Time Series Analysis
RAG & Vector Search
Lecture 12: Time Series Analysis
MIT OpenCourseWare Beginner 6mo ago
📚 Continue on Coursera External links · Free to audit
1 / 3 View all →
VFX with Adobe After Effects from Novice to Expert
📚 External: Coursera ↗
Self-paced
VFX with Adobe After Effects from Novice to Expert
Opens on Coursera ↗
Vector Databases: from Embeddings to Applications
📚 External: Coursera ↗
Self-paced
Vector Databases: from Embeddings to Applications
Opens on Coursera ↗
Getting Started with Mistral
📚 External: Coursera ↗
Self-paced
Getting Started with Mistral
Opens on Coursera ↗
Analyze and Apply Equity Market Fundamentals
📚 External: Coursera ↗
Self-paced
Analyze and Apply Equity Market Fundamentals
Opens on Coursera ↗
Vector Search ve Yerleştirmeler
📚 External: Coursera ↗
Self-paced
Vector Search ve Yerleştirmeler
Opens on Coursera ↗
Build AI Agents with Enterprise Databases
📚 External: Coursera ↗
Self-paced
Build AI Agents with Enterprise Databases
Opens on Coursera ↗