Core AI

RAG & Vector Search

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

5,276
lessons
Skills in this topic
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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
PGVector: Turn PostgreSQL Into A Vector Database
RAG & Vector Search ⚡ AI Lesson
PGVector: Turn PostgreSQL Into A Vector Database
NeuralNine Beginner 1y ago
Build RAG apps with embeddings
RAG & Vector Search
Build RAG apps with embeddings
Google Cloud Tech Beginner 1y ago
How HubSpot Uses AI to Transform Business Communication
RAG & Vector Search ⚡ AI Lesson
How HubSpot Uses AI to Transform Business Communication
Zapier Beginner 1y ago
How to secure your cloud with VPC Service Controls
RAG & Vector Search
How to secure your cloud with VPC Service Controls
Google Cloud Tech Beginner 1y ago
Bruce Lipton on Understanding Yourself, Genetics, Beliefs and Breaking Free from Your Subconscious!
RAG & Vector Search
Bruce Lipton on Understanding Yourself, Genetics, Beliefs and Breaking Free from Your Subconscious!
Evan Carmichael Beginner 1y ago
【7 DAYS TO DIE】 THE FINAL DAY. PLANT VS ZOMBIES.
RAG & Vector Search
【7 DAYS TO DIE】 THE FINAL DAY. PLANT VS ZOMBIES.
Ceres Fauna Ch. hololive-EN Beginner 1y ago
How to Implement Hybrid Search with PostgreSQL (Full Tutorial)
RAG & Vector Search
How to Implement Hybrid Search with PostgreSQL (Full Tutorial)
Dave Ebbelaar Beginner 1y ago
【7 DAYS TO DIE】 This kirin can solo a bear with just her fists | DAY 6
RAG & Vector Search ⚡ AI Lesson
【7 DAYS TO DIE】 This kirin can solo a bear with just her fists | DAY 6
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Retrieval Augmented Generation (RAG) Explained in 8 Minutes!
RAG & Vector Search ⚡ AI Lesson
Retrieval Augmented Generation (RAG) Explained in 8 Minutes!
ritvikmath Beginner 1y ago
NEW AI Marketing Strategy Guaranteed to Grow ANY Agency or Business
RAG & Vector Search ⚡ AI Lesson
NEW AI Marketing Strategy Guaranteed to Grow ANY Agency or Business
Adam Erhart Beginner 1y ago
Build a RAG pipeline in LlamaIndex (simple)
RAG & Vector Search ⚡ AI Lesson
Build a RAG pipeline in LlamaIndex (simple)
AWS Developers Beginner 1y ago
Create a RAG Chatbot Using NVIDIA AI Workbench
RAG & Vector Search ⚡ AI Lesson
Create a RAG Chatbot Using NVIDIA AI Workbench
NVIDIA Developer Beginner 1y ago
Running Containerized Workloads with Docker
RAG & Vector Search
Running Containerized Workloads with Docker
GeeksforGeeks Beginner 1y ago
Supercharging Your RAG System: Techniques and Challenges // Tengyu Ma // DE4AI
RAG & Vector Search
Supercharging Your RAG System: Techniques and Challenges // Tengyu Ma // DE4AI
MLOps.community Beginner 1y ago
Unified Data + AI Governance with Unity Catalog // Michelle Leon & Victoria Bukta // DE4AI
RAG & Vector Search
Unified Data + AI Governance with Unity Catalog // Michelle Leon & Victoria Bukta // DE4AI
MLOps.community Beginner 1y ago
Where You Need to Rank Organically to Get Featured in Google AI Overview
RAG & Vector Search ⚡ AI Lesson
Where You Need to Rank Organically to Get Featured in Google AI Overview
Menerva Digital Beginner 1y ago
Introducing customer sourced hardware
RAG & Vector Search
Introducing customer sourced hardware
Google Cloud Beginner 1y ago
Real time RAG App using Llama 3.2 and Open Source Stack on CPU
RAG & Vector Search ⚡ AI Lesson
Real time RAG App using Llama 3.2 and Open Source Stack on CPU
AI Anytime Beginner 1y ago
Lecture 05: Static Competition and Models of Differentiation, Part 1
RAG & Vector Search
Lecture 05: Static Competition and Models of Differentiation, Part 1
MIT OpenCourseWare Beginner 1y ago
How to Take Charge of Your Growth | Mel Robbins MOTIVATION in 2 Hours
RAG & Vector Search
How to Take Charge of Your Growth | Mel Robbins MOTIVATION in 2 Hours
Evan Carmichael Beginner 1y ago
Migrate to BigQuery with Google Cloud
RAG & Vector Search
Migrate to BigQuery with Google Cloud
Google Cloud Beginner 1y ago
Introducing Custom Engine agents
RAG & Vector Search ⚡ AI Lesson
Introducing Custom Engine agents
Microsoft 365 Developer Beginner 1y ago
AI Agent to Business Expert: Retrieval Augmented Generation
RAG & Vector Search
AI Agent to Business Expert: Retrieval Augmented Generation
AWS Developers Beginner 1y ago
Will Deno 2.0 Replace Node.js?
RAG & Vector Search
Will Deno 2.0 Replace Node.js?
Web Dev Simplified Beginner 1y ago
Course Overview: Driving Product Strategy through Growth and Change
RAG & Vector Search
Course Overview: Driving Product Strategy through Growth and Change
Stanford Online Beginner 1y ago
Contextual RAG is stupidly brilliant!
RAG & Vector Search ⚡ AI Lesson
Contextual RAG is stupidly brilliant!
1littlecoder Beginner 1y ago
How To Think Like A Developer - Fix This Or Keep Struggling…
RAG & Vector Search ⚡ AI Lesson
How To Think Like A Developer - Fix This Or Keep Struggling…
Tech With Tim Beginner 1y ago
Watch out for this (async) generator cleanup pitfall in Python
RAG & Vector Search ⚡ AI Lesson
Watch out for this (async) generator cleanup pitfall in Python
mCoding Beginner 1y ago
089: View transitions
RAG & Vector Search ⚡ AI Lesson
089: View transitions
Chrome for Developers Beginner 1y ago
Edo Liberty, CEO of Pinecone on Vector Databases & Building AI Products Optimized for Love and Trust
RAG & Vector Search
Edo Liberty, CEO of Pinecone on Vector Databases & Building AI Products Optimized for Love and Trust
AssemblyAI Beginner 1y ago
AI for Business Transformation: The Business of Data
RAG & Vector Search
AI for Business Transformation: The Business of Data
Microsoft Research Beginner 1y ago
【7 DAYS TO DIE】 eat sleep punch repeat | DAY 5
RAG & Vector Search
【7 DAYS TO DIE】 eat sleep punch repeat | DAY 5
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【7 DAYS TO DIE】 the horde approaches (for the se-third time) | DAY 4
RAG & Vector Search
【7 DAYS TO DIE】 the horde approaches (for the se-third time) | DAY 4
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【7 DAYS TO DIE】 FAUNA PUNCHHHH | DAY 3
RAG & Vector Search ⚡ AI Lesson
【7 DAYS TO DIE】 FAUNA PUNCHHHH | DAY 3
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【7 DAYS TO DIE】 the slap build is online | DAY 2
RAG & Vector Search
【7 DAYS TO DIE】 the slap build is online | DAY 2
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【7 DAYS TO DIE】 holoEN zombie survival | DAY 1
RAG & Vector Search
【7 DAYS TO DIE】 holoEN zombie survival | DAY 1
Ceres Fauna Ch. hololive-EN Beginner 1y ago
When you can't skip the ad
RAG & Vector Search ⚡ AI Lesson
When you can't skip the ad
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【TCG Card Shop Simulator】 May I interest you in this blue eyes white wolgin?
RAG & Vector Search ⚡ AI Lesson
【TCG Card Shop Simulator】 May I interest you in this blue eyes white wolgin?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Don't worry about the fine print
RAG & Vector Search
Don't worry about the fine print
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin 2】 I'm about to PikLose it | #4
RAG & Vector Search
【Pikmin 2】 I'm about to PikLose it | #4
Ceres Fauna Ch. hololive-EN Beginner 1y ago
All they want to do is die
RAG & Vector Search
All they want to do is die
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Buckshot Roulette】 I would simply win
RAG & Vector Search ⚡ AI Lesson
【Buckshot Roulette】 I would simply win
Ceres Fauna Ch. hololive-EN Beginner 1y ago
How Akumin delivers enhanced patient care with Google Cloud NetApp Volumes
RAG & Vector Search
How Akumin delivers enhanced patient care with Google Cloud NetApp Volumes
Google Cloud Beginner 1y ago
【Pikmin 2】 They're calling it the hardest pikmin game ever released | #3
RAG & Vector Search
【Pikmin 2】 They're calling it the hardest pikmin game ever released | #3
Ceres Fauna Ch. hololive-EN Beginner 1y ago
It's for the IMMERSION
RAG & Vector Search ⚡ AI Lesson
It's for the IMMERSION
Ceres Fauna Ch. hololive-EN Beginner 1y ago
I Guess We Shipping FNAF Characters Now
RAG & Vector Search ⚡ AI Lesson
I Guess We Shipping FNAF Characters Now
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin 2】 I promise not to throw any more pikmin into the electric fence | #2
RAG & Vector Search
【Pikmin 2】 I promise not to throw any more pikmin into the electric fence | #2
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin 2】 The authentic kindergarten teacher on a field trip experience
RAG & Vector Search
【Pikmin 2】 The authentic kindergarten teacher on a field trip experience
Ceres Fauna Ch. hololive-EN Beginner 1y ago
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