Core AI

RAG & Vector Search

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

5,302
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 5,120 Reads 182
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
L0.2 Introduction to Nuclear and Particle Physics: Course Organization
RAG & Vector Search
L0.2 Introduction to Nuclear and Particle Physics: Course Organization
MIT OpenCourseWare Beginner 4y ago
L8.3 Neutrino Physics: Mixing
RAG & Vector Search ⚡ AI Lesson
L8.3 Neutrino Physics: Mixing
MIT OpenCourseWare Beginner 4y ago
Optimize Compute for Performance and Cost - AWS Online Tech Talks
RAG & Vector Search ⚡ AI Lesson
Optimize Compute for Performance and Cost - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
What tennis pros look at when they pick a ball
RAG & Vector Search
What tennis pros look at when they pick a ball
Vox Intermediate 4y ago
Why so many Covid-19 variants are showing up now
RAG & Vector Search
Why so many Covid-19 variants are showing up now
Vox Intermediate 4y ago
Get Ahead in the Cloud: Accelerate Cloud Transformation with Partner Software and Services
RAG & Vector Search ⚡ AI Lesson
Get Ahead in the Cloud: Accelerate Cloud Transformation with Partner Software and Services
AWS Developers Intermediate 4y ago
How to Hire Link Builders in Eastern Europe with Uģis Balmaks (Ep. 260)
RAG & Vector Search
How to Hire Link Builders in Eastern Europe with Uģis Balmaks (Ep. 260)
Authority Hacker Podcast Beginner 4y ago
Case Study: How I Turned $15,811 into $908,104
RAG & Vector Search
Case Study: How I Turned $15,811 into $908,104
Matt Diggity Beginner 4y ago
Understand authentication and single sign-on (SSO) in Microsoft Teams apps
RAG & Vector Search
Understand authentication and single sign-on (SSO) in Microsoft Teams apps
Microsoft 365 Developer Beginner 4y ago
6 Easy Ways to Boost Customer Loyalty and Retain Customers
RAG & Vector Search ⚡ AI Lesson
6 Easy Ways to Boost Customer Loyalty and Retain Customers
Learn With Shopify Beginner 4y ago
Nexgen Follow Up - Still a SCAM?
RAG & Vector Search ⚡ AI Lesson
Nexgen Follow Up - Still a SCAM?
mk8Matt Intermediate 4y ago
will my dad LOSE his job? (a TRADITIONAL IT infrastructure engineer)
RAG & Vector Search ⚡ AI Lesson
will my dad LOSE his job? (a TRADITIONAL IT infrastructure engineer)
NetworkChuck Beginner 4y ago
How to Protect Your SEO Rankings (While Using Google to Help You)
RAG & Vector Search
How to Protect Your SEO Rankings (While Using Google to Help You)
Neil Patel Beginner 4y ago
How HackerRank Helped Manulife Save $200k+ By Bringing Developers Careers to Life
RAG & Vector Search
How HackerRank Helped Manulife Save $200k+ By Bringing Developers Careers to Life
HackerRank Intermediate 4y ago
Facebook Custom Metrics
RAG & Vector Search
Facebook Custom Metrics
Paid Media Pros Intermediate 5y ago
How to Keep your GTI Running FOREVER - Reliability Mods & Tips!
RAG & Vector Search ⚡ AI Lesson
How to Keep your GTI Running FOREVER - Reliability Mods & Tips!
mk8Matt Intermediate 5y ago
New frontier for global growth
RAG & Vector Search
New frontier for global growth
Saïd Business School, University of Oxford Intermediate 5y ago
DoorDash driver turned full-time developer
RAG & Vector Search
DoorDash driver turned full-time developer
Scrimba Beginner 5y ago
Sentence Similarity With Sentence-Transformers in Python
RAG & Vector Search ⚡ AI Lesson
Sentence Similarity With Sentence-Transformers in Python
James Briggs Beginner 5y ago
How to Make a Booking Website with Wordpress: Perfect for ANY Service Business
RAG & Vector Search ⚡ AI Lesson
How to Make a Booking Website with Wordpress: Perfect for ANY Service Business
Wes McDowell Beginner 5y ago
Is This The Best JavaScript Extension?
RAG & Vector Search
Is This The Best JavaScript Extension?
Web Dev Simplified Beginner 5y ago
How To Create Every 2021 Web Design Trend (Part 1)
RAG & Vector Search
How To Create Every 2021 Web Design Trend (Part 1)
Flux Academy Intermediate 5y ago
SEO news: A great guide to making the perfect product page for SEO
RAG & Vector Search
SEO news: A great guide to making the perfect product page for SEO
Yoast Beginner 5y ago
SEO news: The progress of full site editing in WordPress 5.8
RAG & Vector Search
SEO news: The progress of full site editing in WordPress 5.8
Yoast Intermediate 5y ago
Another worldwide Microsoft outage April/27/2021
RAG & Vector Search ⚡ AI Lesson
Another worldwide Microsoft outage April/27/2021
Hussein Nasser Intermediate 5y ago
L5.1 QCD: Hadron Production
RAG & Vector Search
L5.1 QCD: Hadron Production
MIT OpenCourseWare Beginner 4y ago
L7.3 Higgs Physics: Production and Decay
RAG & Vector Search
L7.3 Higgs Physics: Production and Decay
MIT OpenCourseWare Beginner 4y ago
L4.7 QED: Casimir's Trick
RAG & Vector Search
L4.7 QED: Casimir's Trick
MIT OpenCourseWare Beginner 4y ago
L6.4 Weak Interactions: Quarks
RAG & Vector Search
L6.4 Weak Interactions: Quarks
MIT OpenCourseWare Beginner 4y ago
L4.1 QED: Free Wave Equation
RAG & Vector Search
L4.1 QED: Free Wave Equation
MIT OpenCourseWare Beginner 4y ago
OCW Reaching Out to The World – Livestreamed Event
RAG & Vector Search ⚡ AI Lesson
OCW Reaching Out to The World – Livestreamed Event
MIT OpenCourseWare Beginner 4y ago
How India ran out of oxygen
RAG & Vector Search
How India ran out of oxygen
Vox Beginner 4y ago
1. Introductory Lecture to 5.310
RAG & Vector Search
1. Introductory Lecture to 5.310
MIT OpenCourseWare Beginner 5y ago
2. The Ferrocene Lecture
RAG & Vector Search ⚡ AI Lesson
2. The Ferrocene Lecture
MIT OpenCourseWare Intermediate 5y ago
10. Fischer Esterification Part 1
RAG & Vector Search ⚡ AI Lesson
10. Fischer Esterification Part 1
MIT OpenCourseWare Intermediate 5y ago
7. Ellen Swallow Richards, Part 3
RAG & Vector Search
7. Ellen Swallow Richards, Part 3
MIT OpenCourseWare Intermediate 5y ago
8. Essential Oils Lecture Part 1
RAG & Vector Search
8. Essential Oils Lecture Part 1
MIT OpenCourseWare Beginner 5y ago
11. Catalase Part 1
RAG & Vector Search ⚡ AI Lesson
11. Catalase Part 1
MIT OpenCourseWare Beginner 5y ago
14. Mass Spectroscopy Esterification Lecture Part 2
RAG & Vector Search
14. Mass Spectroscopy Esterification Lecture Part 2
MIT OpenCourseWare Beginner 5y ago
12. Catalase Acid Part 2
RAG & Vector Search
12. Catalase Acid Part 2
MIT OpenCourseWare Beginner 5y ago
6. Ellen Swallow Richards, Part 2
RAG & Vector Search
6. Ellen Swallow Richards, Part 2
MIT OpenCourseWare Intermediate 5y ago
15. NMR Spectroscopy Esterification Lecture Part 3
RAG & Vector Search ⚡ AI Lesson
15. NMR Spectroscopy Esterification Lecture Part 3
MIT OpenCourseWare Intermediate 5y ago
5. Ellen Swallow Richards, Part 1
RAG & Vector Search
5. Ellen Swallow Richards, Part 1
MIT OpenCourseWare Intermediate 5y ago
4. What's Significant in Laboratory Measurement? Error Analysis Lecture
RAG & Vector Search ⚡ AI Lesson
4. What's Significant in Laboratory Measurement? Error Analysis Lecture
MIT OpenCourseWare Intermediate 5y ago
9. Essential Oils Lecture Part 2
RAG & Vector Search
9. Essential Oils Lecture Part 2
MIT OpenCourseWare Intermediate 5y ago
Stage 2 Mk6 GTI Walkaround & Mod List
RAG & Vector Search ⚡ AI Lesson
Stage 2 Mk6 GTI Walkaround & Mod List
mk8Matt Intermediate 5y ago
The surprising reason behind Chinatown's aesthetic
RAG & Vector Search
The surprising reason behind Chinatown's aesthetic
Vox Beginner 5y ago
Is Nexgen Ceramic Spray a SCAM?
RAG & Vector Search ⚡ AI Lesson
Is Nexgen Ceramic Spray a SCAM?
mk8Matt Intermediate 5y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Vector Databases Deep Dive
📚 Coursera Course ↗
Self-paced
Vector Databases Deep Dive
Opens on Coursera ↗
Agentic AI Systems with Vector DBs & RAG
📚 Coursera Course ↗
Self-paced
Agentic AI Systems with Vector DBs & RAG
Opens on Coursera ↗
IBM Storage Scale Administration
📚 Coursera Course ↗
Self-paced
IBM Storage Scale Administration
Opens on Coursera ↗
Business Operations Support in Google Sheets
📚 Coursera Course ↗
Self-paced
Business Operations Support in Google Sheets
Opens on Coursera ↗
Introduction to Data Engineering
📚 Coursera Course ↗
Self-paced
Introduction to Data Engineering
Opens on Coursera ↗
Selecting the Right Customer & Channel
📚 Coursera Course ↗
Self-paced
Selecting the Right Customer & Channel
Opens on Coursera ↗