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
RAG vs Fine Tuning vs Prompt Engineering
RAG & Vector Search
RAG vs Fine Tuning vs Prompt Engineering
codebasics Beginner 8mo ago
Search Isn’t About Answers
RAG & Vector Search
Search Isn’t About Answers
Neil Patel Beginner 8mo ago
Video 6b: Representations of Ontologies: Craig Sapp’s Rosetta Stone
RAG & Vector Search ⚡ AI Lesson
Video 6b: Representations of Ontologies: Craig Sapp’s Rosetta Stone
MIT OpenCourseWare Advanced 8mo 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 8mo ago
But what is a Laplace Transform?
RAG & Vector Search ⚡ AI Lesson
But what is a Laplace Transform?
3Blue1Brown Beginner 8mo ago
Salary of Robotics Engineer | How Much does a Robotics Engineer Make? #shorts #simplilearn
RAG & Vector Search
Salary of Robotics Engineer | How Much does a Robotics Engineer Make? #shorts #simplilearn
Simplilearn Beginner 8mo ago
China Has Too Much Leverage Over US, Says Anduril's Luckey
RAG & Vector Search ⚡ AI Lesson
China Has Too Much Leverage Over US, Says Anduril's Luckey
Bloomberg Technology Intermediate 8mo ago
Visnja Zivanovic, Head of Indirect Procurement at Nomad Foods | ProcureTech Leaders Summit 2025
RAG & Vector Search
Visnja Zivanovic, Head of Indirect Procurement at Nomad Foods | ProcureTech Leaders Summit 2025
Techsommet Events Intermediate 8mo ago
Building AI Agents with TARS & Weaviate
RAG & Vector Search
Building AI Agents with TARS & Weaviate
Weaviate vector database Intermediate 8mo ago
The Dark Truth of the Panama Canal
RAG & Vector Search
The Dark Truth of the Panama Canal
Johnny Harris Beginner 8mo ago
Expanding Trust: How One Successful Project Led to Another Collaboration
RAG & Vector Search
Expanding Trust: How One Successful Project Led to Another Collaboration
BOOST STAR Experts Intermediate 8mo ago
How Much Does a QA Engineer Make? | QA Engineer Salary in 2026 #shorts #simplilearn
RAG & Vector Search
How Much Does a QA Engineer Make? | QA Engineer Salary in 2026 #shorts #simplilearn
Simplilearn Beginner 8mo ago
Vector Database explained in Tamil | How Vector Databases Power AI & RAG Systems | Karthik's Show
RAG & Vector Search
Vector Database explained in Tamil | How Vector Databases Power AI & RAG Systems | Karthik's Show
Karthik's Show Beginner 8mo ago
Salesforce bulk data ingestion using Application Integration
RAG & Vector Search
Salesforce bulk data ingestion using Application Integration
Google Cloud Tech Intermediate 8mo ago
👉 The SEO Metrics Every Marketing Leader Should Track
RAG & Vector Search
👉 The SEO Metrics Every Marketing Leader Should Track
SEOTesting Beginner 9mo ago
Watch These Videos And Go From Average To Topper #shorts #topper #prime #students #medicalstudent
RAG & Vector Search
Watch These Videos And Go From Average To Topper #shorts #topper #prime #students #medicalstudent
WebKnower Beginner 9mo ago
Why Retrieval Augmented Generation Outperforms Fine Tuning
RAG & Vector Search
Why Retrieval Augmented Generation Outperforms Fine Tuning
Data Science Dojo Beginner 9mo ago
Send your AI films to Chroma Awards
RAG & Vector Search
Send your AI films to Chroma Awards
Sebastian Kamph Intermediate 9mo ago
What are vector databases, and how do they differ from traditional relational databases? #Shorts
RAG & Vector Search
What are vector databases, and how do they differ from traditional relational databases? #Shorts
GeeksforGeeks Beginner 9mo ago
Stop Saying RAG It’s Context Engineering
RAG & Vector Search
Stop Saying RAG It’s Context Engineering
Latent Space Beginner 9mo ago
Association Newsletters: Build credibility in your industry
RAG & Vector Search ⚡ AI Lesson
Association Newsletters: Build credibility in your industry
Multiview Beginner 9mo ago
The Truth About the Software Engineering Job Market in 2025
RAG & Vector Search ⚡ AI Lesson
The Truth About the Software Engineering Job Market in 2025
Tech With Tim Beginner 9mo ago
ChromaDB Crash Course - Intro to Vector Databases
RAG & Vector Search ⚡ AI Lesson
ChromaDB Crash Course - Intro to Vector Databases
Alejandro AO Beginner 9mo ago
Why Chroma Ignored the AI Hype
RAG & Vector Search
Why Chroma Ignored the AI Hype
Latent Space Beginner 9mo ago
Video 4b: Music Representation in General
RAG & Vector Search
Video 4b: Music Representation in General
MIT OpenCourseWare Advanced 8mo ago
Video 32a: Tipping the Iceberg
RAG & Vector Search ⚡ AI Lesson
Video 32a: Tipping the Iceberg
MIT OpenCourseWare Advanced 8mo ago
Video 7c: music21 Streams, Corpus, and Meter Features
RAG & Vector Search
Video 7c: music21 Streams, Corpus, and Meter Features
MIT OpenCourseWare Beginner 8mo ago
Video 12c: Graphing and Plotting in music21
RAG & Vector Search
Video 12c: Graphing and Plotting in music21
MIT OpenCourseWare Beginner 8mo ago
Video 3a: Introduction to Pitch Representation
RAG & Vector Search
Video 3a: Introduction to Pitch Representation
MIT OpenCourseWare Beginner 8mo ago
Class 5 Video: Music Representation (II)
RAG & Vector Search
Class 5 Video: Music Representation (II)
MIT OpenCourseWare Advanced 8mo ago
Video 22c: Algorithmic Improvisation: Intro to George Lewis
RAG & Vector Search
Video 22c: Algorithmic Improvisation: Intro to George Lewis
MIT OpenCourseWare Beginner 8mo ago
Video 9c: Interview with Michael Good on MusicXML
RAG & Vector Search ⚡ AI Lesson
Video 9c: Interview with Michael Good on MusicXML
MIT OpenCourseWare Advanced 8mo ago
Video 4a: How to Read an Academic Article
RAG & Vector Search
Video 4a: How to Read an Academic Article
MIT OpenCourseWare Intermediate 8mo ago
Classes 18-21 Video: Brief Synopsis of Guest Sessions on Music Cognition
RAG & Vector Search ⚡ AI Lesson
Classes 18-21 Video: Brief Synopsis of Guest Sessions on Music Cognition
MIT OpenCourseWare Advanced 8mo ago
Class 17 Video: Introduction to Music Cognition
RAG & Vector Search
Class 17 Video: Introduction to Music Cognition
MIT OpenCourseWare Beginner 8mo 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 8mo ago
Class 13 Video: Corpus Studies and Statistics
RAG & Vector Search ⚡ AI Lesson
Class 13 Video: Corpus Studies and Statistics
MIT OpenCourseWare Intermediate 8mo ago
Class 10 Video: Equivalence and Intervals (I); Hierarchies (IV)
RAG & Vector Search ⚡ AI Lesson
Class 10 Video: Equivalence and Intervals (I); Hierarchies (IV)
MIT OpenCourseWare Advanced 8mo ago
Video 9b: Introduction to MusicXML
RAG & Vector Search
Video 9b: Introduction to MusicXML
MIT OpenCourseWare Beginner 8mo ago
Video 9a: Music Information Retrieval (MIR): Sound to Score and Music Theory
RAG & Vector Search ⚡ AI Lesson
Video 9a: Music Information Retrieval (MIR): Sound to Score and Music Theory
MIT OpenCourseWare Beginner 8mo ago
Class 1 Video: How Do Computers "Hear" Music?
RAG & Vector Search
Class 1 Video: How Do Computers "Hear" Music?
MIT OpenCourseWare Beginner 8mo ago
Class 31 Video: Music Visualization and Optical Music Recognition
RAG & Vector Search ⚡ AI Lesson
Class 31 Video: Music Visualization and Optical Music Recognition
MIT OpenCourseWare Advanced 8mo ago
Video 9: All There Is to Unlearn - MIT Innovation Teams
RAG & Vector Search
Video 9: All There Is to Unlearn - MIT Innovation Teams
MIT OpenCourseWare Beginner 9mo ago
Video 3: Technology Isn’t What You Think It Is - MIT Innovation Teams
RAG & Vector Search
Video 3: Technology Isn’t What You Think It Is - MIT Innovation Teams
MIT OpenCourseWare Beginner 9mo ago
Introduction: How to Move Technologies from Lab to Impact - MIT Innovation Teams
RAG & Vector Search ⚡ AI Lesson
Introduction: How to Move Technologies from Lab to Impact - MIT Innovation Teams
MIT OpenCourseWare Beginner 9mo ago
Video 7: Lessons From a Real Garage - MIT Innovation Teams
RAG & Vector Search
Video 7: Lessons From a Real Garage - MIT Innovation Teams
MIT OpenCourseWare Intermediate 9mo ago
Video 10: Go Combinatorial - MIT Innovation Teams
RAG & Vector Search
Video 10: Go Combinatorial - MIT Innovation Teams
MIT OpenCourseWare Intermediate 9mo ago
Video 6: Don’t Start Small, Start With What You Have - MIT Innovation Teams
RAG & Vector Search
Video 6: Don’t Start Small, Start With What You Have - MIT Innovation Teams
MIT OpenCourseWare Beginner 9mo ago
📚 Continue on Coursera External links · Free to audit
1 / 3 View all →
Project: Generative AI Applications with RAG and LangChain
📚 External: Coursera ↗
Self-paced
Project: Generative AI Applications with RAG and LangChain
Opens on Coursera ↗
Enable Vectorization in Weaviate
📚 External: Coursera ↗
Self-paced
Enable Vectorization in Weaviate
Opens on Coursera ↗
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 ↗
Create Embeddings, Vector Search, and RAG with BigQuery
📚 External: Coursera ↗
Self-paced
Create Embeddings, Vector Search, and RAG with BigQuery
Opens on Coursera ↗
Pre-formulation
📚 External: Coursera ↗
Self-paced
Pre-formulation
Opens on Coursera ↗
Analyze and Apply Equity Market Fundamentals
📚 External: Coursera ↗
Self-paced
Analyze and Apply Equity Market Fundamentals
Opens on Coursera ↗