Core AI

RAG & Vector Search

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

4,144
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 680
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
Hash Functions(Turning Data Into Fingerprints)
RAG & Vector Search ⚡ AI Lesson
Hash Functions(Turning Data Into Fingerprints)
Next Gen Synthetix Intermediate 7mo ago
Build your own Hybrid Search
RAG & Vector Search ⚡ AI Lesson
Build your own Hybrid Search
Abhishek Thakur Beginner 7mo ago
Inference Providers: Best Way to Build with Open Source Models
RAG & Vector Search ⚡ AI Lesson
Inference Providers: Best Way to Build with Open Source Models
HuggingFace Beginner 7mo ago
My honest advice to aspiring software engineers
RAG & Vector Search ⚡ AI Lesson
My honest advice to aspiring software engineers
Tech With Tim Beginner 7mo ago
INSTALL BEST NSFW AI ROLEPLAY UI LOCALLY in 1 CLICK!
RAG & Vector Search ⚡ AI Lesson
INSTALL BEST NSFW AI ROLEPLAY UI LOCALLY in 1 CLICK!
Aitrepreneur Beginner 7mo ago
How to Solve Subjective Queries
RAG & Vector Search
How to Solve Subjective Queries
MLOps.community Intermediate 7mo ago
How to Build a RAG Chatbot with n8n & Qdrant (Store Custom Data)
RAG & Vector Search
How to Build a RAG Chatbot with n8n & Qdrant (Store Custom Data)
Farthink AI Intermediate 7mo ago
Designing Recommender Systems for Digital Humanities
RAG & Vector Search ⚡ AI Lesson
Designing Recommender Systems for Digital Humanities
Data Skeptic Advanced 7mo ago
Vector Databases: Pinecone vs. Qdrant vs. FAISS #shorts #aishorts #RAG
RAG & Vector Search ⚡ AI Lesson
Vector Databases: Pinecone vs. Qdrant vs. FAISS #shorts #aishorts #RAG
AI Anytime Intermediate 7mo ago
Open Source Vector Databases: Qdrant, Milvus, ChromaDB #shorts #aishorts #youtube
RAG & Vector Search ⚡ AI Lesson
Open Source Vector Databases: Qdrant, Milvus, ChromaDB #shorts #aishorts #youtube
AI Anytime Intermediate 7mo ago
Graph RAG vs RAG: Why This Makes AI Actually Understand Context
RAG & Vector Search ⚡ AI Lesson
Graph RAG vs RAG: Why This Makes AI Actually Understand Context
Analytics Vidhya Intermediate 7mo ago
How to Increase Repeat Sales? 5 Proven eCommerce Tactics to Learn #emailmarketing #customerloyalty
RAG & Vector Search
How to Increase Repeat Sales? 5 Proven eCommerce Tactics to Learn #emailmarketing #customerloyalty
Vin A Intermediate 7mo ago
RAG 101: Build a RAG in Under 5 Minutes
RAG & Vector Search
RAG 101: Build a RAG in Under 5 Minutes
Kiln AI Beginner 7mo ago
How to Get Hired as a Software Engineer (The One Niche Rule)
RAG & Vector Search ⚡ AI Lesson
How to Get Hired as a Software Engineer (The One Niche Rule)
Tech With Tim Beginner 7mo ago
How Retrieval Augmented Generation RAG Fixes AI’s Biggest Flaw!
RAG & Vector Search
How Retrieval Augmented Generation RAG Fixes AI’s Biggest Flaw!
MLOpsNavigator Beginner 7mo ago
How to Build a Simple Search Engine with BM25 & Vespa (Full Tutorial)
RAG & Vector Search ⚡ AI Lesson
How to Build a Simple Search Engine with BM25 & Vespa (Full Tutorial)
Abhishek Thakur Beginner 7mo ago
Armchair Architects: Designing Effective AI Agents
RAG & Vector Search ⚡ AI Lesson
Armchair Architects: Designing Effective AI Agents
Microsoft Developer Beginner 7mo ago
Building Resilient Businesses with Lyn Askin Part 3
RAG & Vector Search
Building Resilient Businesses with Lyn Askin Part 3
Boostability Beginner 7mo ago
Introducing Multilingual Universal-Streaming
RAG & Vector Search
Introducing Multilingual Universal-Streaming
AssemblyAI Beginner 7mo ago
Stop Using RAG Wrong! 4 Proven Indexing Strategies You Need to Know ⚡📚
RAG & Vector Search
Stop Using RAG Wrong! 4 Proven Indexing Strategies You Need to Know ⚡📚
Analytics Vidhya Beginner 7mo ago
Workshop: Building Flexible RAG Systems: RAG Retriever Optimization with LanceDB
RAG & Vector Search ⚡ AI Lesson
Workshop: Building Flexible RAG Systems: RAG Retriever Optimization with LanceDB
Data Science Dojo Intermediate 7mo ago
The Frontier of AI, Law, and Compliance | Henry Moniz and John Nay
RAG & Vector Search
The Frontier of AI, Law, and Compliance | Henry Moniz and John Nay
Norm Ai Intermediate 7mo ago
How Performance Max Drove 56% YoY Growth for a Baby Snack Brand
RAG & Vector Search
How Performance Max Drove 56% YoY Growth for a Baby Snack Brand
Neil Patel Beginner 7mo ago
This is the Conversation Everyone Needs to Hear!
RAG & Vector Search
This is the Conversation Everyone Needs to Hear!
Evan Carmichael Intermediate 7mo ago
Dumb Student To Topper Study Tips #shorts #students #exams #study #topper #learning #ytshorts
RAG & Vector Search ⚡ AI Lesson
Dumb Student To Topper Study Tips #shorts #students #exams #study #topper #learning #ytshorts
WebKnower Beginner 7mo ago
Nexa AI: Create Local AI Chatbot for FREE! (EASY Guide)
RAG & Vector Search
Nexa AI: Create Local AI Chatbot for FREE! (EASY Guide)
Mervin Praison Beginner 7mo ago
4 Expert Tips for Building an Accurate AI Meeting Notetaker
RAG & Vector Search
4 Expert Tips for Building an Accurate AI Meeting Notetaker
AssemblyAI Beginner 7mo ago
RAG or Fine-Tuning? Most People Get This Wrong...
RAG & Vector Search ⚡ AI Lesson
RAG or Fine-Tuning? Most People Get This Wrong...
What's AI by Louis-François Bouchard Beginner 7mo ago
Why AI infrastructure, not algorithms, may be the next big thing | TechCrunch Disrupt 2025
RAG & Vector Search
Why AI infrastructure, not algorithms, may be the next big thing | TechCrunch Disrupt 2025
TechCrunch Intermediate 7mo ago
Trillions in Spend: The Financial Capacity of Big Tech for AI CapEx
RAG & Vector Search ⚡ AI Lesson
Trillions in Spend: The Financial Capacity of Big Tech for AI CapEx
The Information Intermediate 7mo ago
Breaking Heterogeneity Barriers: Unified Cloud-to-Robot AI System SW Stack for... - Yonghua Lin
RAG & Vector Search
Breaking Heterogeneity Barriers: Unified Cloud-to-Robot AI System SW Stack for... - Yonghua Lin
PyTorch Beginner 7mo ago
Lightning Talk: In-Cluster Distributed Checkpointing: Optimizing Training... - G. Kroiz & S. Mishra
RAG & Vector Search ⚡ AI Lesson
Lightning Talk: In-Cluster Distributed Checkpointing: Optimizing Training... - G. Kroiz & S. Mishra
PyTorch Beginner 7mo ago
STOP using RAG for Everything, Do this (ft. Tiger Data)
RAG & Vector Search
STOP using RAG for Everything, Do this (ft. Tiger Data)
1littlecoder Beginner 7mo ago
Garage Clothing $100M content strategy 👏
RAG & Vector Search
Garage Clothing $100M content strategy 👏
Chase Chappell Intermediate 7mo ago
REFRAG with Xiaoqiang Lin - Weaviate Podcast #130!
RAG & Vector Search
REFRAG with Xiaoqiang Lin - Weaviate Podcast #130!
Weaviate vector database Beginner 7mo ago
Lecture 02: Fundamental Methods of Projection Theory
RAG & Vector Search ⚡ AI Lesson
Lecture 02: Fundamental Methods of Projection Theory
MIT OpenCourseWare Beginner 7mo ago
Lecture 09: Reflections on the Szemeredi-Trotter Theorem
RAG & Vector Search
Lecture 09: Reflections on the Szemeredi-Trotter Theorem
MIT OpenCourseWare Advanced 7mo ago
Chunking for RAG! #shorts #youtubeshorts #chunking #aishorts
RAG & Vector Search ⚡ AI Lesson
Chunking for RAG! #shorts #youtubeshorts #chunking #aishorts
AI Anytime Beginner 7mo ago
When NOT to Use TOON #shorts #toon #aishorts #youtubeshorts
RAG & Vector Search ⚡ AI Lesson
When NOT to Use TOON #shorts #toon #aishorts #youtubeshorts
AI Anytime Intermediate 7mo ago
Introducing Universal-Streaming
RAG & Vector Search
Introducing Universal-Streaming
AssemblyAI Beginner 7mo ago
Echo AI Customer Story | AssemblyAI
RAG & Vector Search
Echo AI Customer Story | AssemblyAI
AssemblyAI Beginner 7mo ago
aai fern docs demo
RAG & Vector Search
aai fern docs demo
AssemblyAI Beginner 7mo ago
aai fern docs demo 2
RAG & Vector Search
aai fern docs demo 2
AssemblyAI Beginner 7mo ago
VEED Customer Story | AssemblyAI
RAG & Vector Search
VEED Customer Story | AssemblyAI
AssemblyAI Beginner 7mo ago
Siro Customer Story | AssemblyAI
RAG & Vector Search ⚡ AI Lesson
Siro Customer Story | AssemblyAI
AssemblyAI Beginner 7mo ago
Supernormal Customer Story | AssemblyAI
RAG & Vector Search ⚡ AI Lesson
Supernormal Customer Story | AssemblyAI
AssemblyAI Beginner 7mo ago
Dovetail Customer Story | AssemblyAI
RAG & Vector Search
Dovetail Customer Story | AssemblyAI
AssemblyAI Intermediate 7mo ago
Lightning Talk: Model Checkpoint Compression With OpenZL - Nick Terrell & Teja Rao, Meta
RAG & Vector Search
Lightning Talk: Model Checkpoint Compression With OpenZL - Nick Terrell & Teja Rao, Meta
PyTorch Beginner 7mo ago
📚 Continue on Coursera External links · Free to audit
1 / 3 View all →
Foundations of Generative AI Models
📚 External: Coursera ↗
Self-paced
Foundations of Generative AI Models
Opens on Coursera ↗
Pre-formulation
📚 External: Coursera ↗
Self-paced
Pre-formulation
Opens on Coursera ↗
Solidity for Beginners: Write and Test Smart Contracts
📚 External: Coursera ↗
Self-paced
Solidity for Beginners: Write and Test Smart Contracts
Opens on Coursera ↗
Music as Biology: What We Like to Hear and Why
📚 External: Coursera ↗
Self-paced
Music as Biology: What We Like to Hear and Why
Opens on Coursera ↗
Building RAG Systems with Open Models
📚 External: Coursera ↗
Self-paced
Building RAG Systems with Open Models
Opens on Coursera ↗
Advance Multi-Agent Systems & Production AI with LangSmith
📚 External: Coursera ↗
Self-paced
Advance Multi-Agent Systems & Production AI with LangSmith
Opens on Coursera ↗