Core AI

RAG & Vector Search

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

5,274
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 157
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
Using RAG expansion to improve model speed and accuracy
RAG & Vector Search
Using RAG expansion to improve model speed and accuracy
Google Cloud Tech Beginner 1y ago
Learn Hybrid Search with Vertex AI Vector Search
RAG & Vector Search
Learn Hybrid Search with Vertex AI Vector Search
Google Cloud Tech Beginner 1y ago
ActionIQ enables businesses to unlock customer data with the Databricks Data Intelligence Platform
RAG & Vector Search ⚡ AI Lesson
ActionIQ enables businesses to unlock customer data with the Databricks Data Intelligence Platform
Databricks Beginner 1y ago
Stop WordPress from Overloading Your Site with Images!
RAG & Vector Search
Stop WordPress from Overloading Your Site with Images!
Rank Math SEO Beginner 1y ago
How to Create a FastAPI & React Project - Python Backend + React Frontend
RAG & Vector Search ⚡ AI Lesson
How to Create a FastAPI & React Project - Python Backend + React Frontend
Tech With Tim Beginner 1y ago
Get a remote job easily with these websites
RAG & Vector Search
Get a remote job easily with these websites
GeeksforGeeks Beginner 1y ago
【L.A. Noire】 Fear not, the city is safe in my capable hands! | #2
RAG & Vector Search
【L.A. Noire】 Fear not, the city is safe in my capable hands! | #2
Ceres Fauna Ch. hololive-EN Beginner 1y ago
No.1 Toxicologist: These Products Were Making Me Infertile And Are Harming Our Kids!
RAG & Vector Search
No.1 Toxicologist: These Products Were Making Me Infertile And Are Harming Our Kids!
The Diary Of A CEO Beginner 1y ago
Encoder-Only Transformers (like BERT) for RAG, Clearly Explained!!!
RAG & Vector Search ⚡ AI Lesson
Encoder-Only Transformers (like BERT) for RAG, Clearly Explained!!!
StatQuest (Josh Starmer) Beginner 1y ago
【Silent Hill 2】 Is that TRIANGULAR PRISM HEAD?! (spoilers) (please save us)
RAG & Vector Search
【Silent Hill 2】 Is that TRIANGULAR PRISM HEAD?! (spoilers) (please save us)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
How to build offline-first Android Apps with FHIR Engine
RAG & Vector Search
How to build offline-first Android Apps with FHIR Engine
Google for Developers Beginner 1y ago
Building the ultimate chatbot on your own data with Azure SQL and Semantic | Data Exposed
RAG & Vector Search ⚡ AI Lesson
Building the ultimate chatbot on your own data with Azure SQL and Semantic | Data Exposed
Microsoft Developer Beginner 1y ago
Improving Dev Outcomes By Using AI For App Requirements And Context: The Crowdbotics Platform
RAG & Vector Search
Improving Dev Outcomes By Using AI For App Requirements And Context: The Crowdbotics Platform
Crowdbotics Beginner 1y ago
Official Reddit AMA: Exclusive Chance to Ask Reddit Your Questions!
RAG & Vector Search ⚡ AI Lesson
Official Reddit AMA: Exclusive Chance to Ask Reddit Your Questions!
Search Engine Journal Beginner 1y ago
Resume Parser API: From PDF to Structured Data | FastAPI + OpenAI
RAG & Vector Search
Resume Parser API: From PDF to Structured Data | FastAPI + OpenAI
Vishwa_Dabholkar Beginner 1y ago
Ugly History: The Armenian Genocide - Ümit Kurt
RAG & Vector Search
Ugly History: The Armenian Genocide - Ümit Kurt
TED-Ed Beginner 1y ago
JavaScript Speed Course - Learn JavaScript in ~75 Minutes
RAG & Vector Search ⚡ AI Lesson
JavaScript Speed Course - Learn JavaScript in ~75 Minutes
Tech With Tim Beginner 1y ago
Pgai Tutorial - Vector Embeddings in PostgreSQL Made Easy
RAG & Vector Search ⚡ AI Lesson
Pgai Tutorial - Vector Embeddings in PostgreSQL Made Easy
Dave Ebbelaar Beginner 1y ago
Build and Deploy a Full Stack Google Drive Clone with Next.js 15
RAG & Vector Search ⚡ AI Lesson
Build and Deploy a Full Stack Google Drive Clone with Next.js 15
JavaScript Mastery Beginner 1y ago
Five puzzles for thinking outside the box
RAG & Vector Search
Five puzzles for thinking outside the box
3Blue1Brown Beginner 1y ago
Build and Deploy a RAG Chatbot with JavaScript, LangChain.js, Next.js, Vercel, OpenAI
RAG & Vector Search ⚡ AI Lesson
Build and Deploy a RAG Chatbot with JavaScript, LangChain.js, Next.js, Vercel, OpenAI
freeCodeCamp.org Beginner 1y ago
Large Bipartite Subgraph
RAG & Vector Search
Large Bipartite Subgraph
MIT OpenCourseWare Beginner 1y ago
Extremal Set Theory: Intersecting Families
RAG & Vector Search
Extremal Set Theory: Intersecting Families
MIT OpenCourseWare Beginner 1y ago
How Trump’s second term will be different
RAG & Vector Search
How Trump’s second term will be different
Vox Beginner 1y ago
IPC Systems: Real-Time Voice Transcription and Insights for Finance
RAG & Vector Search
IPC Systems: Real-Time Voice Transcription and Insights for Finance
AWS Developers Beginner 1y ago
Ex-Pentagon Official: The U.S Isn't Telling The Truth! Top-Secret UFO Encounters Finally Uncovered!
RAG & Vector Search
Ex-Pentagon Official: The U.S Isn't Telling The Truth! Top-Secret UFO Encounters Finally Uncovered!
The Diary Of A CEO Beginner 1y ago
Advanced RAG Pipelines with LlamaIndex & Amazon Bedrock
RAG & Vector Search
Advanced RAG Pipelines with LlamaIndex & Amazon Bedrock
AWS Developers Beginner 1y ago
Tequila And Mezcal's Newest Rival Is Over 2,000 Years Old | Still Standing | Business Insider
RAG & Vector Search ⚡ AI Lesson
Tequila And Mezcal's Newest Rival Is Over 2,000 Years Old | Still Standing | Business Insider
Business Insider Beginner 1y ago
Richard Branson's Top 10 Rules for Success
RAG & Vector Search
Richard Branson's Top 10 Rules for Success
Evan Carmichael Beginner 1y ago
New "task type" embedding from the DeepMind team improves RAG search quality
RAG & Vector Search
New "task type" embedding from the DeepMind team improves RAG search quality
Google Cloud Tech Beginner 1y ago
She wants to be a cryptid so bad
RAG & Vector Search
She wants to be a cryptid so bad
Ceres Fauna Ch. hololive-EN Beginner 1y ago
NEVER Blame the Healer
RAG & Vector Search
NEVER Blame the Healer
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【MINECRAFT】 The world tree isn't gonna build itself
RAG & Vector Search
【MINECRAFT】 The world tree isn't gonna build itself
Ceres Fauna Ch. hololive-EN Beginner 1y ago
This Is An ACTUAL Phobia For Me
RAG & Vector Search ⚡ AI Lesson
This Is An ACTUAL Phobia For Me
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Addicted to those subtle foreshadowing videos
RAG & Vector Search
Addicted to those subtle foreshadowing videos
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Silent Hill 2】 Fauna + Gigi VS classic horror (spoilers) (please save us)
RAG & Vector Search ⚡ AI Lesson
【Silent Hill 2】 Fauna + Gigi VS classic horror (spoilers) (please save us)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin 2】 It's just a submerged castle, how bad could it be? | #6
RAG & Vector Search ⚡ AI Lesson
【Pikmin 2】 It's just a submerged castle, how bad could it be? | #6
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【L.A. Noire】 Kirin solves crimes perfectly (X)
RAG & Vector Search
【L.A. Noire】 Kirin solves crimes perfectly (X)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【DREDGE: The Iron Rig】 Trapped on an oil rig surrounded by sea monsters
RAG & Vector Search
【DREDGE: The Iron Rig】 Trapped on an oil rig surrounded by sea monsters
Ceres Fauna Ch. hololive-EN Beginner 1y ago
5 Useful f String Tricks - For Python
RAG & Vector Search ⚡ AI Lesson
5 Useful f String Tricks - For Python
Tech With Tim Beginner 1y ago
【Unsorted Horror】 a charcuterie of dread inducing horror games
RAG & Vector Search
【Unsorted Horror】 a charcuterie of dread inducing horror games
Ceres Fauna Ch. hololive-EN Beginner 1y ago
What To Learn To Become a Python Backend Developer
RAG & Vector Search ⚡ AI Lesson
What To Learn To Become a Python Backend Developer
Tech With Tim Beginner 1y ago
【Pikmin 2】 oh no! the pikmin are dying! | #5
RAG & Vector Search ⚡ AI Lesson
【Pikmin 2】 oh no! the pikmin are dying! | #5
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Unsorted VHS】 Modern retro horror puzzle game by the creator of Buckshot Roulette
RAG & Vector Search ⚡ AI Lesson
【Unsorted VHS】 Modern retro horror puzzle game by the creator of Buckshot Roulette
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Mouthwashing】 The strange, unsettling horror game where you drink mouthwash to survive
RAG & Vector Search ⚡ AI Lesson
【Mouthwashing】 The strange, unsettling horror game where you drink mouthwash to survive
Ceres Fauna Ch. hololive-EN Beginner 1y ago
the first solo fauna stream in 8,000 years
RAG & Vector Search ⚡ AI Lesson
the first solo fauna stream in 8,000 years
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【THE FOREST】 I love this ridiculous & scary survival crafting game
RAG & Vector Search
【THE FOREST】 I love this ridiculous & scary survival crafting game
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Many beginner software engineers often gravitate toward frontend development...
RAG & Vector Search ⚡ AI Lesson
Many beginner software engineers often gravitate toward frontend development...
Tech With Tim Beginner 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
CompTIA Cloud Essentials+ (CLO-002)
📚 Coursera Course ↗
Self-paced
CompTIA Cloud Essentials+ (CLO-002)
Opens on Coursera ↗
Professional Skills: Digital Creativity
📚 Coursera Course ↗
Self-paced
Professional Skills: Digital Creativity
Opens on Coursera ↗
Inheritance and Data Structures in Java
📚 Coursera Course ↗
Self-paced
Inheritance and Data Structures in Java
Opens on Coursera ↗
Music as Biology: What We Like to Hear and Why
📚 Coursera Course ↗
Self-paced
Music as Biology: What We Like to Hear and Why
Opens on Coursera ↗
Servicemembers Civil Relief Act and Military Lending Act
📚 Coursera Course ↗
Self-paced
Servicemembers Civil Relief Act and Military Lending Act
Opens on Coursera ↗
Query Weaviate Smartly
📚 Coursera Course ↗
Self-paced
Query Weaviate Smartly
Opens on Coursera ↗