Core AI

RAG & Vector Search

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

5,272
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 5,117 Reads 155
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
Setting up Unity Catalog Storage Credentials and External Locations for AWS S3
RAG & Vector Search ⚡ AI Lesson
Setting up Unity Catalog Storage Credentials and External Locations for AWS S3
Databricks Beginner 6mo 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 6mo 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 6mo 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 6mo ago
Lecture 02: Fundamental Methods of Projection Theory
RAG & Vector Search ⚡ AI Lesson
Lecture 02: Fundamental Methods of Projection Theory
MIT OpenCourseWare Beginner 6mo ago
Lecture 22: Sharp Projection Theorems, Part 1: Introduction and Beck's Theorem.
RAG & Vector Search ⚡ AI Lesson
Lecture 22: Sharp Projection Theorems, Part 1: Introduction and Beck's Theorem.
MIT OpenCourseWare Beginner 6mo ago
Build a Custom AI Agent With NVIDIA Nemotron RAG Models
RAG & Vector Search
Build a Custom AI Agent With NVIDIA Nemotron RAG Models
NVIDIA Developer Beginner 6mo ago
3 Unique Python Features You NEED To Know
RAG & Vector Search ⚡ AI Lesson
3 Unique Python Features You NEED To Know
Tech With Tim Beginner 6mo ago
How Volkswagen creates a better ownership experience with Google Cloud Consulting
RAG & Vector Search
How Volkswagen creates a better ownership experience with Google Cloud Consulting
Google Cloud Beginner 6mo ago
Fiverr vs Upwork vs Freelancer 2026 - Which One Helps Freelancers and Beginners Make Money Fastest
RAG & Vector Search
Fiverr vs Upwork vs Freelancer 2026 - Which One Helps Freelancers and Beginners Make Money Fastest
Digital Dady Beginner 6mo ago
How to build your own long-term Agentic Memory System for LLMs | Mem0 from scratch in DSPy
RAG & Vector Search ⚡ AI Lesson
How to build your own long-term Agentic Memory System for LLMs | Mem0 from scratch in DSPy
Neural Breakdown with AVB Beginner 6mo ago
Common Challenges in rag #Shorts #rag #genai #Viralvideo
RAG & Vector Search
Common Challenges in rag #Shorts #rag #genai #Viralvideo
GeeksforGeeks Beginner 6mo ago
I Can Spot a Weak Candidate in 10 Seconds - Here’s How
RAG & Vector Search ⚡ AI Lesson
I Can Spot a Weak Candidate in 10 Seconds - Here’s How
Tech With Tim Beginner 6mo ago
Secure, AI-Ready Data at Westinghouse | Data + AI Executive Series: Fast 5
RAG & Vector Search ⚡ AI Lesson
Secure, AI-Ready Data at Westinghouse | Data + AI Executive Series: Fast 5
Databricks Beginner 6mo ago
How I Made My First $1,000,000 Online
RAG & Vector Search
How I Made My First $1,000,000 Online
Jacky Chou from Indexsy Beginner 6mo ago
Salary of Threat Engineer | How Much does a Threat Engineer Make? #shorts #simplilearn
RAG & Vector Search
Salary of Threat Engineer | How Much does a Threat Engineer Make? #shorts #simplilearn
Simplilearn Beginner 6mo ago
WebTransport is a Game Changer Protocol
RAG & Vector Search
WebTransport is a Game Changer Protocol
Hussein Nasser Beginner 6mo ago
RAG vs Fine Tuning vs Prompt Engineering
RAG & Vector Search
RAG vs Fine Tuning vs Prompt Engineering
codebasics Beginner 6mo ago
Salary of React Developer | How Much does a React Developer Make? #shorts #simplilearn
RAG & Vector Search
Salary of React Developer | How Much does a React Developer Make? #shorts #simplilearn
Simplilearn Beginner 7mo ago
Search Isn’t About Answers
RAG & Vector Search
Search Isn’t About Answers
Neil Patel Beginner 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 6mo ago
Lecture 01: Introduction to Projection Theory
RAG & Vector Search
Lecture 01: Introduction to Projection Theory
MIT OpenCourseWare Beginner 6mo ago
Lecture 15: The Bourgain Projection Theorem, Part 2
RAG & Vector Search ⚡ AI Lesson
Lecture 15: The Bourgain Projection Theorem, Part 2
MIT OpenCourseWare Beginner 6mo ago
Lecture 05: The Large Sieve
RAG & Vector Search
Lecture 05: The Large Sieve
MIT OpenCourseWare Beginner 6mo ago
Lecture 20: Homogeneous Dynamics, Part 1
RAG & Vector Search
Lecture 20: Homogeneous Dynamics, Part 1
MIT OpenCourseWare Beginner 6mo ago
Lecture 10: Sum-Product Theory
RAG & Vector Search ⚡ AI Lesson
Lecture 10: Sum-Product Theory
MIT OpenCourseWare Beginner 6mo ago
Lecture 14: The Bourgain Projection Theorem Part 1 (over the Real Numbers)
RAG & Vector Search
Lecture 14: The Bourgain Projection Theorem Part 1 (over the Real Numbers)
MIT OpenCourseWare Beginner 6mo ago
Lecture 12: The Bourgain-Katz-Tao Projection Theorem
RAG & Vector Search ⚡ AI Lesson
Lecture 12: The Bourgain-Katz-Tao Projection Theorem
MIT OpenCourseWare Beginner 6mo ago
Lecture 17: Random Walks on Finite Groups, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Random Walks on Finite Groups, Part 1
MIT OpenCourseWare Beginner 6mo ago
Session 5-3: Introduction to Design of GENs
RAG & Vector Search ⚡ AI Lesson
Session 5-3: Introduction to Design of GENs
MIT OpenCourseWare Beginner 6mo ago
Session 8-2: Framingham, Massachusetts UTEN Pilot Project Overview
RAG & Vector Search
Session 8-2: Framingham, Massachusetts UTEN Pilot Project Overview
MIT OpenCourseWare Beginner 6mo ago
Session 6-2: Emerging Code & Standards for Ambient Temperature Loops
RAG & Vector Search ⚡ AI Lesson
Session 6-2: Emerging Code & Standards for Ambient Temperature Loops
MIT OpenCourseWare Beginner 6mo ago
Session 8-1: ATL District Systems Overview
RAG & Vector Search
Session 8-1: ATL District Systems Overview
MIT OpenCourseWare Beginner 6mo ago
8-4: Intro to the MIT Thermal Energy Networks Plan for Rapid, Cost-Effective Campus Decarbonization
RAG & Vector Search
8-4: Intro to the MIT Thermal Energy Networks Plan for Rapid, Cost-Effective Campus Decarbonization
MIT OpenCourseWare Beginner 6mo ago
Session Introduction: Geothermal Energy Networks: Transforming Our Thermal Energy System
RAG & Vector Search ⚡ AI Lesson
Session Introduction: Geothermal Energy Networks: Transforming Our Thermal Energy System
MIT OpenCourseWare Beginner 6mo ago
Session 6-3: Introduction to Drilling Geothermal Boreholes
RAG & Vector Search
Session 6-3: Introduction to Drilling Geothermal Boreholes
MIT OpenCourseWare Beginner 6mo ago
Lovable for WordPress? The First AI WordPress Builder is Here
RAG & Vector Search ⚡ AI Lesson
Lovable for WordPress? The First AI WordPress Builder is Here
Tech With Tim Beginner 6mo ago
Class 15 Video: Encoding Corpora and Voice Leading
RAG & Vector Search
Class 15 Video: Encoding Corpora and Voice Leading
MIT OpenCourseWare Beginner 7mo ago
Video 7b: Streams as Hierarchies: Types of Containers in music21
RAG & Vector Search
Video 7b: Streams as Hierarchies: Types of Containers in music21
MIT OpenCourseWare Beginner 7mo ago
Video 22b: Problem Sets 7-8: Working and Composing with Scales, Chords, and Roman Numerals
RAG & Vector Search
Video 22b: Problem Sets 7-8: Working and Composing with Scales, Chords, and Roman Numerals
MIT OpenCourseWare Beginner 7mo ago
Video 12d: How to Work with Ties in music21
RAG & Vector Search ⚡ AI Lesson
Video 12d: How to Work with Ties in music21
MIT OpenCourseWare Beginner 7mo ago
Video 7c: music21 Streams, Corpus, and Meter Features
RAG & Vector Search
Video 7c: music21 Streams, Corpus, and Meter Features
MIT OpenCourseWare Beginner 7mo ago
Video 12c: Graphing and Plotting in music21
RAG & Vector Search
Video 12c: Graphing and Plotting in music21
MIT OpenCourseWare Beginner 7mo ago
Video 3a: Introduction to Pitch Representation
RAG & Vector Search
Video 3a: Introduction to Pitch Representation
MIT OpenCourseWare Beginner 7mo ago
Video 22c: Algorithmic Improvisation: Intro to George Lewis
RAG & Vector Search
Video 22c: Algorithmic Improvisation: Intro to George Lewis
MIT OpenCourseWare Beginner 7mo ago
Class 14 Video: Corpus Studies and Statistics (II)
RAG & Vector Search ⚡ AI Lesson
Class 14 Video: Corpus Studies and Statistics (II)
MIT OpenCourseWare Beginner 7mo ago
Class 17 Video: Introduction to Music Cognition
RAG & Vector Search
Class 17 Video: Introduction to Music Cognition
MIT OpenCourseWare Beginner 7mo ago
Class 4 Video: Intro to Scores and Music Representation
RAG & Vector Search
Class 4 Video: Intro to Scores and Music Representation
MIT OpenCourseWare Beginner 7mo ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
📚 Coursera Course ↗
Self-paced
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
Opens on Coursera ↗
Créer du contenu de développement durable avec Canva
📚 Coursera Course ↗
Self-paced
Créer du contenu de développement durable avec Canva
Opens on Coursera ↗
Nanotechnology and Nanosensors, Part1
📚 Coursera Course ↗
Self-paced
Nanotechnology and Nanosensors, Part1
Opens on Coursera ↗
Prep for Microsoft Azure Data Engineer Associate Cert DP-203
📚 Coursera Course ↗
Self-paced
Prep for Microsoft Azure Data Engineer Associate Cert DP-203
Opens on Coursera ↗
Architecting with Google Kubernetes Engine: Workloads
📚 Coursera Course ↗
Self-paced
Architecting with Google Kubernetes Engine: Workloads
Opens on Coursera ↗
iPhone Apps for Complete Beginners - Swift, SwiftUI & iOS17
📚 Coursera Course ↗
Self-paced
iPhone Apps for Complete Beginners - Swift, SwiftUI & iOS17
Opens on Coursera ↗