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
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
Agents so Quick to Serve
RAG & Vector Search ⚡ AI Lesson
Agents so Quick to Serve
MLOps.community Intermediate 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
Nuance of BM25
RAG & Vector Search
Nuance of BM25
MLOps.community Intermediate 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
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
#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
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
Lecture 19: Volatility Modeling
RAG & Vector Search ⚡ AI Lesson
Lecture 19: Volatility Modeling
MIT OpenCourseWare Intermediate 6mo ago
Web Caching(Speed Through Storage)
RAG & Vector Search
Web Caching(Speed Through Storage)
Next Gen Synthetix Intermediate 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
Hash Functions(Turning Data Into Fingerprints)
RAG & Vector Search ⚡ AI Lesson
Hash Functions(Turning Data Into Fingerprints)
Next Gen Synthetix Intermediate 7mo ago
How to Build a RAG Chatbot with n8n & Qdrant (Store Custom Data)
RAG & Vector Search
How to Build a RAG Chatbot with n8n & Qdrant (Store Custom Data)
Farthink AI Intermediate 7mo ago
Vector Databases: Pinecone vs. Qdrant vs. FAISS #shorts #aishorts #RAG
RAG & Vector Search ⚡ AI Lesson
Vector Databases: Pinecone vs. Qdrant vs. FAISS #shorts #aishorts #RAG
AI Anytime Intermediate 7mo ago
Open Source Vector Databases: Qdrant, Milvus, ChromaDB #shorts #aishorts #youtube
RAG & Vector Search ⚡ AI Lesson
Open Source Vector Databases: Qdrant, Milvus, ChromaDB #shorts #aishorts #youtube
AI Anytime Intermediate 7mo ago
Graph RAG vs RAG: Why This Makes AI Actually Understand Context
RAG & Vector Search ⚡ AI Lesson
Graph RAG vs RAG: Why This Makes AI Actually Understand Context
Analytics Vidhya Intermediate 7mo ago
How to Increase Repeat Sales? 5 Proven eCommerce Tactics to Learn #emailmarketing #customerloyalty
RAG & Vector Search
How to Increase Repeat Sales? 5 Proven eCommerce Tactics to Learn #emailmarketing #customerloyalty
Vin A Intermediate 7mo ago
Workshop: Building Flexible RAG Systems: RAG Retriever Optimization with LanceDB
RAG & Vector Search ⚡ AI Lesson
Workshop: Building Flexible RAG Systems: RAG Retriever Optimization with LanceDB
Data Science Dojo Intermediate 7mo ago
The Frontier of AI, Law, and Compliance | Henry Moniz and John Nay
RAG & Vector Search
The Frontier of AI, Law, and Compliance | Henry Moniz and John Nay
Norm Ai Intermediate 7mo ago
This is the Conversation Everyone Needs to Hear!
RAG & Vector Search
This is the Conversation Everyone Needs to Hear!
Evan Carmichael Intermediate 7mo ago
Dovetail Customer Story | AssemblyAI
RAG & Vector Search
Dovetail Customer Story | AssemblyAI
AssemblyAI Intermediate 7mo ago
Why AI infrastructure, not algorithms, may be the next big thing | TechCrunch Disrupt 2025
RAG & Vector Search
Why AI infrastructure, not algorithms, may be the next big thing | TechCrunch Disrupt 2025
TechCrunch Intermediate 7mo ago
Trillions in Spend: The Financial Capacity of Big Tech for AI CapEx
RAG & Vector Search ⚡ AI Lesson
Trillions in Spend: The Financial Capacity of Big Tech for AI CapEx
The Information Intermediate 7mo ago
Garage Clothing $100M content strategy 👏
RAG & Vector Search
Garage Clothing $100M content strategy 👏
Chase Chappell Intermediate 7mo ago
Lecture 04: The Fourier Method in Euclidean Space
RAG & Vector Search
Lecture 04: The Fourier Method in Euclidean Space
MIT OpenCourseWare Intermediate 7mo ago
How to Reframe Failure and Find Your Purpose Again!
RAG & Vector Search
How to Reframe Failure and Find Your Purpose Again!
Evan Carmichael Intermediate 8mo ago
DSPy Boston - 10/15/2025
RAG & Vector Search
DSPy Boston - 10/15/2025
Weaviate vector database Intermediate 8mo ago
AI for Blueprint Analysis: How Blueprint Pro AI Delivers Takeoffs in Minutes, Not Weeks
RAG & Vector Search ⚡ AI Lesson
AI for Blueprint Analysis: How Blueprint Pro AI Delivers Takeoffs in Minutes, Not Weeks
Roboflow Intermediate 8mo ago
How I'd Learn AI Engineering in 2026 (Complete Roadmap)
RAG & Vector Search ⚡ AI Lesson
How I'd Learn AI Engineering in 2026 (Complete Roadmap)
Dave Ebbelaar (LLM Eng) Intermediate 8mo ago
Getting Ragebaited By FFMPEG Again!!
RAG & Vector Search
Getting Ragebaited By FFMPEG Again!!
Brodie Robertson Intermediate 8mo ago
I Just Merged RAG With Text-to-SQL - The Results Are Absolutely Insane - I'll Teach You How to Build
RAG & Vector Search ⚡ AI Lesson
I Just Merged RAG With Text-to-SQL - The Results Are Absolutely Insane - I'll Teach You How to Build
The Gradient Path Intermediate 8mo 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
How to Solve Subjective Queries
RAG & Vector Search
How to Solve Subjective Queries
MLOps.community Intermediate 7mo ago
When NOT to Use TOON #shorts #toon #aishorts #youtubeshorts
RAG & Vector Search ⚡ AI Lesson
When NOT to Use TOON #shorts #toon #aishorts #youtubeshorts
AI Anytime Intermediate 7mo ago
Lecture 24: Sharp Projection Theorems, Part 3: Combining Different Scales
RAG & Vector Search
Lecture 24: Sharp Projection Theorems, Part 3: Combining Different Scales
MIT OpenCourseWare Intermediate 7mo ago
Lecture 06: Projections and Smoothing
RAG & Vector Search
Lecture 06: Projections and Smoothing
MIT OpenCourseWare Intermediate 7mo ago
How RAG is Powering the Next Generation of AI? | Jay Alammar  x Data Science Dojo
RAG & Vector Search ⚡ AI Lesson
How RAG is Powering the Next Generation of AI? | Jay Alammar x Data Science Dojo
Data Science Dojo Intermediate 8mo ago
Student Project 1: How to Make a Chinese Calligraphy Brush Stand
RAG & Vector Search
Student Project 1: How to Make a Chinese Calligraphy Brush Stand
MIT OpenCourseWare Intermediate 8mo ago
Student Project 2: Ink and Thread: Incorporating Chinese Calligraphy in Fashion
RAG & Vector Search
Student Project 2: Ink and Thread: Incorporating Chinese Calligraphy in Fashion
MIT OpenCourseWare Intermediate 8mo ago
Session 4-1: Networked Geothermal: The European Experience
RAG & Vector Search ⚡ AI Lesson
Session 4-1: Networked Geothermal: The European Experience
MIT OpenCourseWare Intermediate 8mo ago
Session 8-3: Thermal Energy Network Evolution of the Penn South Community in Manhattan
RAG & Vector Search
Session 8-3: Thermal Energy Network Evolution of the Penn South Community in Manhattan
MIT OpenCourseWare Intermediate 8mo ago
Session 1-3: Health Impacts of Methane ("Natural") Gas Systems
RAG & Vector Search ⚡ AI Lesson
Session 1-3: Health Impacts of Methane ("Natural") Gas Systems
MIT OpenCourseWare Intermediate 8mo ago
Session 3-4: Geothermal Energy Networks: Transforming Our Thermal
RAG & Vector Search ⚡ AI Lesson
Session 3-4: Geothermal Energy Networks: Transforming Our Thermal
MIT OpenCourseWare Intermediate 8mo ago
Session 4-4: Expanding Geothermal Energy Networks at a Global Scale
RAG & Vector Search
Session 4-4: Expanding Geothermal Energy Networks at a Global Scale
MIT OpenCourseWare Intermediate 8mo ago
Session 3-1: Policy Case Study on the WARMTH Act
RAG & Vector Search
Session 3-1: Policy Case Study on the WARMTH Act
MIT OpenCourseWare Intermediate 8mo ago
Session 4-3: Business Models for Community Networked Geothermal Heating and Cooling
RAG & Vector Search
Session 4-3: Business Models for Community Networked Geothermal Heating and Cooling
MIT OpenCourseWare Intermediate 8mo ago
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RAG-Driven Generative AI
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Deploy Vector DBs Securely
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Deploy Vector DBs Securely
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Go Fundamentals: Presented by Gopher Guides
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Go Fundamentals: Presented by Gopher Guides
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Getting Started with Vector Databases and AI Embeddings
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Web Dev: Tables, Multimedia, and Styling
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Web Dev: Tables, Multimedia, and Styling
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Manage Data in Chroma
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Manage Data in Chroma
Opens on Coursera ↗