Core AI

RAG & Vector Search

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

4,144
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
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Lecture 14: Zero-Sum Games
RAG & Vector Search ⚡ AI Lesson
Lecture 14: Zero-Sum Games
MIT OpenCourseWare Beginner 6mo ago
Lecture 15: Max-Flow Min-Cut Theorem
RAG & Vector Search
Lecture 15: Max-Flow Min-Cut Theorem
MIT OpenCourseWare Advanced 6mo ago
Big Updates to Redis: Context Engine, Tools, and Memory
RAG & Vector Search
Big Updates to Redis: Context Engine, Tools, and Memory
MLOps.community Intermediate 6mo ago
From Skill to Culture: Embedding Coaching Across the Organization
RAG & Vector Search
From Skill to Culture: Embedding Coaching Across the Organization
Bluepoint Leadership Development Intermediate 6mo ago
Flumberico Finals Help Flumberico.io Win $1,000 for Charity
RAG & Vector Search ⚡ AI Lesson
Flumberico Finals Help Flumberico.io Win $1,000 for Charity
Chris M. Walker Intermediate 6mo ago
RAG Explained Simply (Most People Get This Wrong)
RAG & Vector Search
RAG Explained Simply (Most People Get This Wrong)
ChethanAIChronicles Beginner 6mo ago
Why Going To Concerts Is Harder Than Ever
RAG & Vector Search
Why Going To Concerts Is Harder Than Ever
Business Insider Beginner 6mo ago
Giving agents vector embeddings #podcast #artificialintelligence
RAG & Vector Search
Giving agents vector embeddings #podcast #artificialintelligence
MLOps.community Intermediate 6mo ago
Weaviate, AWS, and NVIDIA in the AI ecosystem | Amazon Web Services
RAG & Vector Search
Weaviate, AWS, and NVIDIA in the AI ecosystem | Amazon Web Services
Amazon Web Services Advanced 6mo ago
What are Vectors? | Vector Databases for Beginners | Part 2
RAG & Vector Search
What are Vectors? | Vector Databases for Beginners | Part 2
Data Science Dojo Beginner 6mo ago
Mistral AI ecosystem for Japanese builders and enterprises
RAG & Vector Search ⚡ AI Lesson
Mistral AI ecosystem for Japanese builders and enterprises
Weights & Biases Intermediate 6mo ago
Career Crossroads: How Nia Secker Found Her True Path
RAG & Vector Search ⚡ AI Lesson
Career Crossroads: How Nia Secker Found Her True Path
Cognism Beginner 6mo ago
Metaview Customer Story | AssemblyAI
RAG & Vector Search
Metaview Customer Story | AssemblyAI
AssemblyAI Intermediate 6mo ago
Build Advanced RAG | Self Healing RAG | HyDE | CRAG | Query Decomposition in RAG | ReRanker in RAG
RAG & Vector Search ⚡ AI Lesson
Build Advanced RAG | Self Healing RAG | HyDE | CRAG | Query Decomposition in RAG | ReRanker in RAG
AI Anytime Intermediate 6mo ago
Do you know what a project is in Claude?
RAG & Vector Search
Do you know what a project is in Claude?
Carlosdevai Beginner 6mo ago
Learn to implement multi-vector retrieval for image data in this new course
RAG & Vector Search ⚡ AI Lesson
Learn to implement multi-vector retrieval for image data in this new course
DeepLearningAI Intermediate 6mo ago
The 8 Trends I’m Betting My Entire Marketing Strategy On in 2026
15:20
RAG & Vector Search ⚡ AI Lesson
The 8 Trends I’m Betting My Entire Marketing Strategy On in 2026
Neil Patel Intermediate 6mo ago
Diversity in Search Results
RAG & Vector Search
Diversity in Search Results
Weaviate vector database Beginner 6mo ago
Why The US Army Has Spent $21.6 Billion On Stryker Combat Vehicles
RAG & Vector Search ⚡ AI Lesson
Why The US Army Has Spent $21.6 Billion On Stryker Combat Vehicles
Business Insider Beginner 6mo ago
Pyversity with Thomas van Dongen - Weaviate Podcast #132!
RAG & Vector Search ⚡ AI Lesson
Pyversity with Thomas van Dongen - Weaviate Podcast #132!
Weaviate vector database Beginner 6mo ago
Smart Search with RAG, ChromaDB and Vector Embeddings
RAG & Vector Search
Smart Search with RAG, ChromaDB and Vector Embeddings
Code with Irtiza Intermediate 6mo ago
How to HEAL Your Trauma | Gabor Maté's Powerful Insights in 24 Minutes
RAG & Vector Search ⚡ AI Lesson
How to HEAL Your Trauma | Gabor Maté's Powerful Insights in 24 Minutes
Evan Carmichael Beginner 6mo ago
VoiceVision RAG - Integrating Visual Document Intelligence with Voice Response — Suman Debnath, AWS
RAG & Vector Search ⚡ AI Lesson
VoiceVision RAG - Integrating Visual Document Intelligence with Voice Response — Suman Debnath, AWS
AI Engineer Intermediate 6mo ago
Unlocking AI and HPC Success with Google Cloud Managed Lustre
RAG & Vector Search
Unlocking AI and HPC Success with Google Cloud Managed Lustre
Google Cloud Advanced 6mo ago
AI Dev 25 x NYC | Jacky Liang: Why Agents Can't Find the Right Docs (And How Postgres Fixes It)
RAG & Vector Search
AI Dev 25 x NYC | Jacky Liang: Why Agents Can't Find the Right Docs (And How Postgres Fixes It)
DeepLearningAI Intermediate 6mo ago
Build Advanced Retrieval-Augmented Generation (RAG) with MongoDB Vector Search
RAG & Vector Search
Build Advanced Retrieval-Augmented Generation (RAG) with MongoDB Vector Search
Krish Naik Intermediate 6mo ago
Vector Embeddings and Tokens
14:13
RAG & Vector Search ⚡ AI Lesson
Vector Embeddings and Tokens
Telusko Beginner 6mo ago
RAG In A Nutshell
RAG & Vector Search
RAG In A Nutshell
Coding Tech Advanced 6mo ago
RAG Demo for Beginners: Full Hands-On Tutorial in Tamil | Build Your Own RAG AI | Karthik's Show
RAG & Vector Search
RAG Demo for Beginners: Full Hands-On Tutorial in Tamil | Build Your Own RAG AI | Karthik's Show
Karthik's Show Beginner 6mo ago
November 2025 Recap
RAG & Vector Search
November 2025 Recap
AssemblyAI Beginner 7mo ago
Web Caching(Speed Through Storage)
RAG & Vector Search
Web Caching(Speed Through Storage)
Next Gen Synthetix Intermediate 7mo ago
AI Went Out of Control… What Happened Next Will Shock You! #shorts #simplilearn
RAG & Vector Search
AI Went Out of Control… What Happened Next Will Shock You! #shorts #simplilearn
Simplilearn Beginner 7mo ago
Offline vector search with SQLite and EmbeddingGemma
RAG & Vector Search ⚡ AI Lesson
Offline vector search with SQLite and EmbeddingGemma
Chrome for Developers Beginner 7mo ago
Workshop: Agentic AI for Semantic Search | Future of Data and AI | Agentic AI Conference
RAG & Vector Search
Workshop: Agentic AI for Semantic Search | Future of Data and AI | Agentic AI Conference
Data Science Dojo Intermediate 7mo ago
Lecture 6: More on Generating Functions
RAG & Vector Search
Lecture 6: More on Generating Functions
MIT OpenCourseWare Intermediate 6mo ago
Lecture 10: Modular Arithmetic
RAG & Vector Search
Lecture 10: Modular Arithmetic
MIT OpenCourseWare Beginner 6mo ago
Lecture 12: Introduction to Linear Programming
RAG & Vector Search ⚡ AI Lesson
Lecture 12: Introduction to Linear Programming
MIT OpenCourseWare Beginner 6mo ago
Lecture 1: Pigeonhole Principle
RAG & Vector Search ⚡ AI Lesson
Lecture 1: Pigeonhole Principle
MIT OpenCourseWare Intermediate 6mo ago
Pro Googlers
RAG & Vector Search ⚡ AI Lesson
Pro Googlers
MLOps.community Intermediate 6mo ago
Agents so Quick to Serve
RAG & Vector Search ⚡ AI Lesson
Agents so Quick to Serve
MLOps.community Intermediate 6mo ago
Nuance of BM25
RAG & Vector Search
Nuance of BM25
MLOps.community Intermediate 6mo ago
#Ragebait is #Oxford's Word of the Year. #2025 #wordoftheyear
RAG & Vector Search
#Ragebait is #Oxford's Word of the Year. #2025 #wordoftheyear
Business Insider Intermediate 6mo ago
Lecture 1, Part II: Introduction of Financial Markets, Financial Terms and Concepts
RAG & Vector Search
Lecture 1, Part II: Introduction of Financial Markets, Financial Terms and Concepts
MIT OpenCourseWare Beginner 6mo ago
Lecture 7: Linear Rates, Products, and Models
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Linear Rates, Products, and Models
MIT OpenCourseWare Beginner 6mo ago
Lecture 12: Time Series Analysis
RAG & Vector Search
Lecture 12: Time Series Analysis
MIT OpenCourseWare Beginner 6mo ago
Lecture 19: Volatility Modeling
RAG & Vector Search ⚡ AI Lesson
Lecture 19: Volatility Modeling
MIT OpenCourseWare Intermediate 6mo ago
Local Search
RAG & Vector Search ⚡ AI Lesson
Local Search
MLOps.community Intermediate 7mo ago
AI is Useful
RAG & Vector Search
AI is Useful
MLOps.community Intermediate 7mo ago
📚 Continue on Coursera External links · Free to audit
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Retrieval Optimization: Tokenization to Vector Quantization
📚 External: Coursera ↗
Self-paced
Retrieval Optimization: Tokenization to Vector Quantization
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 ↗
Getting Started with Vector Search and Embeddings
📚 External: Coursera ↗
Self-paced
Getting Started with Vector Search and Embeddings
Opens on Coursera ↗
Vector Database Projects: AI Recommendation Systems
📚 External: Coursera ↗
Self-paced
Vector Database Projects: AI Recommendation Systems
Opens on Coursera ↗
Build Chroma Search
📚 External: Coursera ↗
Self-paced
Build Chroma Search
Opens on Coursera ↗
Agentic AI Systems with Vector DBs & RAG
📚 External: Coursera ↗
Self-paced
Agentic AI Systems with Vector DBs & RAG
Opens on Coursera ↗