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
2: Resistor Capacitor Circuit and Nernst Potential - Intro to Neural Computation
RAG & Vector Search
2: Resistor Capacitor Circuit and Nernst Potential - Intro to Neural Computation
MIT OpenCourseWare Beginner 5y ago
4: Hodgkin-Huxley Model Part 1 - Intro to Neural Computation
RAG & Vector Search
4: Hodgkin-Huxley Model Part 1 - Intro to Neural Computation
MIT OpenCourseWare Beginner 5y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 25. Juni 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 25. Juni 2020
Google Search Central Intermediate 5y ago
Penguins Dataset Overview - iris alternative | EDA Data Visualization in R
RAG & Vector Search
Penguins Dataset Overview - iris alternative | EDA Data Visualization in R
1littlecoder Beginner 5y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 11. Juni 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 11. Juni 2020
Google Search Central Intermediate 5y ago
Becoming a Content Warrior
RAG & Vector Search
Becoming a Content Warrior
Income School Intermediate 5y ago
Aspiring Data Scientist, Tips on How to learn Business Domain Knowledge
RAG & Vector Search
Aspiring Data Scientist, Tips on How to learn Business Domain Knowledge
1littlecoder Intermediate 5y ago
Protests aren't what they look like on TV
RAG & Vector Search ⚡ AI Lesson
Protests aren't what they look like on TV
Vox Intermediate 5y ago
Readability analysis: what does Yoast SEO check? | Yoast SEO
RAG & Vector Search ⚡ AI Lesson
Readability analysis: what does Yoast SEO check? | Yoast SEO
Yoast Beginner 5y ago
WinSCP: Yeah you know me! | SANS@MIC Talk
RAG & Vector Search
WinSCP: Yeah you know me! | SANS@MIC Talk
SANS Institute Intermediate 5y ago
Implement Kaggle Fake News Classifier Using Bidirectional LSTM RNN
RAG & Vector Search
Implement Kaggle Fake News Classifier Using Bidirectional LSTM RNN
Krish Naik Beginner 5y ago
Introduction to Docker for security work | SANS@MIC Talk
RAG & Vector Search ⚡ AI Lesson
Introduction to Docker for security work | SANS@MIC Talk
SANS Institute Beginner 5y ago
Career guidance, job tips with Amazon Engineer and Cox AI director Part 1
RAG & Vector Search
Career guidance, job tips with Amazon Engineer and Cox AI director Part 1
codebasics Beginner 5y ago
MS Build SK131 Fluent Design System - Building apps that feel natural on every device
RAG & Vector Search
MS Build SK131 Fluent Design System - Building apps that feel natural on every device
Microsoft 365 Developer Beginner 6y ago
Why beef is the worst food for the climate
RAG & Vector Search
Why beef is the worst food for the climate
Vox Intermediate 6y ago
Storytelling | erzähle eine fesselnde Geschichte
5:58
RAG & Vector Search ⚡ AI Lesson
Storytelling | erzähle eine fesselnde Geschichte
sevdesk Intermediate 6y ago
GTI DSG V.S. GTI Manual - 7 Reasons I Bought the DSG over the Stick Shift
RAG & Vector Search ⚡ AI Lesson
GTI DSG V.S. GTI Manual - 7 Reasons I Bought the DSG over the Stick Shift
mk8Matt Intermediate 6y ago
Facebook Retargeting Ads (3 Super-Effective Tactics)
RAG & Vector Search
Facebook Retargeting Ads (3 Super-Effective Tactics)
Andrew Hubbard Beginner 6y ago
Coursera’s Product Leadership Presents: Product Innovations [2020 Coursera Virtual Conference]
RAG & Vector Search
Coursera’s Product Leadership Presents: Product Innovations [2020 Coursera Virtual Conference]
Coursera Beginner 6y ago
Introducing Earth School
RAG & Vector Search
Introducing Earth School
TED-Ed Beginner 6y ago
Python In The Browser | Brython Crash Course
RAG & Vector Search ⚡ AI Lesson
Python In The Browser | Brython Crash Course
Traversy Media Beginner 6y ago
How To Grow Your Sales & Business Faster
RAG & Vector Search
How To Grow Your Sales & Business Faster
Dan Lok Beginner 6y ago
AMAZONGEDON 2.0 - Has Amazon just killed Affiliate Marketing? (Ep. 197)
RAG & Vector Search
AMAZONGEDON 2.0 - Has Amazon just killed Affiliate Marketing? (Ep. 197)
Authority Hacker Podcast Beginner 6y ago
The Gauntlet | Think Like A Coder, Ep 8
RAG & Vector Search
The Gauntlet | Think Like A Coder, Ep 8
TED-Ed Intermediate 6y ago
CS50 2019 - Lecture 4 - Temporary Storage
RAG & Vector Search
CS50 2019 - Lecture 4 - Temporary Storage
CS50 Beginner 6y ago
How IBM Does Data Science Consulting
RAG & Vector Search ⚡ AI Lesson
How IBM Does Data Science Consulting
365 Data Science Beginner 6y ago
TOP 5 WEBSITES EVERY WEB DESIGNER SHOULD VISIT: Mind-blowing web design
RAG & Vector Search
TOP 5 WEBSITES EVERY WEB DESIGNER SHOULD VISIT: Mind-blowing web design
Flux Academy Intermediate 6y ago
Episode 5: Entity Embeddings for Categorical Variables
RAG & Vector Search
Episode 5: Entity Embeddings for Categorical Variables
Abhishek Thakur Intermediate 6y ago
18: Recurrent Networks - Intro to Neural Computation
RAG & Vector Search
18: Recurrent Networks - Intro to Neural Computation
MIT OpenCourseWare Beginner 5y ago
3: Resistor Capacitor Neuron Model - Intro to Neural Computation
RAG & Vector Search
3: Resistor Capacitor Neuron Model - Intro to Neural Computation
MIT OpenCourseWare Beginner 5y ago
15: Matrix Operations - Intro to Neural Computation
RAG & Vector Search
15: Matrix Operations - Intro to Neural Computation
MIT OpenCourseWare Beginner 5y ago
16: Basis Sets - Intro to Neural Computation
RAG & Vector Search
16: Basis Sets - Intro to Neural Computation
MIT OpenCourseWare Beginner 5y ago
20: Hopfield Networks - Intro to Neural Computation
RAG & Vector Search
20: Hopfield Networks - Intro to Neural Computation
MIT OpenCourseWare Beginner 5y ago
8: Spike Trains - Intro to Neural Computation
RAG & Vector Search ⚡ AI Lesson
8: Spike Trains - Intro to Neural Computation
MIT OpenCourseWare Beginner 5y ago
7: Synapses - Intro to Neural Computation
RAG & Vector Search
7: Synapses - Intro to Neural Computation
MIT OpenCourseWare Beginner 5y ago
19: Neural Integrators - Intro to Neural Computation
RAG & Vector Search
19: Neural Integrators - Intro to Neural Computation
MIT OpenCourseWare Beginner 5y ago
Spring 2020 Update from Dean Rajagopal
RAG & Vector Search
Spring 2020 Update from Dean Rajagopal
MIT OpenCourseWare Beginner 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 14. Mai 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 14. Mai 2020
Google Search Central Intermediate 6y ago
1. A bridge between graph theory and additive combinatorics
RAG & Vector Search
1. A bridge between graph theory and additive combinatorics
MIT OpenCourseWare Advanced 6y ago
8. Szemerédi's graph regularity lemma III: further applications
RAG & Vector Search
8. Szemerédi's graph regularity lemma III: further applications
MIT OpenCourseWare Advanced 6y ago
9. Chromatin Remodeling and Splicing
RAG & Vector Search
9. Chromatin Remodeling and Splicing
MIT OpenCourseWare Beginner 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 30. April 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 30. April 2020
Google Search Central Intermediate 6y ago
How voting by mail could save the US election
RAG & Vector Search ⚡ AI Lesson
How voting by mail could save the US election
Vox Beginner 6y ago
Lecture 12: Aircraft Performance
RAG & Vector Search ⚡ AI Lesson
Lecture 12: Aircraft Performance
MIT OpenCourseWare Beginner 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 16. April 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 16. April 2020
Google Search Central Intermediate 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 2. April 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 2. April 2020
Google Search Central Intermediate 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 26. März 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 26. März 2020
Google Search Central Intermediate 6y ago
Index coverage status in Search Console - Google Search Console Training
RAG & Vector Search
Index coverage status in Search Console - Google Search Console Training
Google Search Central Intermediate 6y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Project: Generative AI Applications with RAG and LangChain
📚 Coursera Course ↗
Self-paced
Project: Generative AI Applications with RAG and LangChain
Opens on Coursera ↗
Implementing Secure VCenter Clusters and VM Protection
📚 Coursera Course ↗
Self-paced
Implementing Secure VCenter Clusters and VM Protection
Opens on Coursera ↗
Foundations of Insurance
📚 Coursera Course ↗
Self-paced
Foundations of Insurance
Opens on Coursera ↗
Creatively Fearless: Overcoming Burnout & Finding Your Spark
📚 Coursera Course ↗
Self-paced
Creatively Fearless: Overcoming Burnout & Finding Your Spark
Opens on Coursera ↗
Cyber Security: Mobile Security
📚 Coursera Course ↗
Self-paced
Cyber Security: Mobile Security
Opens on Coursera ↗
APIs Explorer: Cloud Storage
📚 Coursera Course ↗
Self-paced
APIs Explorer: Cloud Storage
Opens on Coursera ↗