Core AI

RAG & Vector Search

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

5,297
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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【Forklift Load】 WHO LET FAUNA DRIVE THE FORKLIFT
RAG & Vector Search
【Forklift Load】 WHO LET FAUNA DRIVE THE FORKLIFT
Ceres Fauna Ch. hololive-EN Beginner 2y ago
New in Chrome 125: CSS anchor positioning, Compute Pressure API, and more
RAG & Vector Search ⚡ AI Lesson
New in Chrome 125: CSS anchor positioning, Compute Pressure API, and more
Chrome for Developers Intermediate 2y ago
RecSys at Spotify // Sanket Gupta // MLOps Podcast #232
RAG & Vector Search ⚡ AI Lesson
RecSys at Spotify // Sanket Gupta // MLOps Podcast #232
MLOps.community Advanced 2y ago
Rank and Rent in Just Weeks 😲 Stop Watching and Start Doing! #shorts
RAG & Vector Search
Rank and Rent in Just Weeks 😲 Stop Watching and Start Doing! #shorts
Jacky Chou from Indexsy Beginner 2y ago
Why Successful People Succeed in 10 Hours While Others Wait a Decade!
RAG & Vector Search
Why Successful People Succeed in 10 Hours While Others Wait a Decade!
Evan Carmichael Beginner 2y ago
What you need to know about Startup and Shutdown Events in FastAPI and ASGI Applications
RAG & Vector Search ⚡ AI Lesson
What you need to know about Startup and Shutdown Events in FastAPI and ASGI Applications
mCoding Beginner 2y ago
Lecture 1: Introduction to Thermodynamics
RAG & Vector Search
Lecture 1: Introduction to Thermodynamics
MIT OpenCourseWare Beginner 2y ago
Lecture 4: Heat Engines and Energy Conversion Efficiency
RAG & Vector Search
Lecture 4: Heat Engines and Energy Conversion Efficiency
MIT OpenCourseWare Intermediate 2y ago
AI-Powered Website Form Automation: No Coding Required
RAG & Vector Search ⚡ AI Lesson
AI-Powered Website Form Automation: No Coding Required
Mervin Praison Beginner 2y ago
New course with Weaviate: Building Multimodal Search and RAG
RAG & Vector Search
New course with Weaviate: Building Multimodal Search and RAG
DeepLearningAI Intermediate 2y ago
【THE WITCHER 3】 Inside you there are two wolves | #7
RAG & Vector Search ⚡ AI Lesson
【THE WITCHER 3】 Inside you there are two wolves | #7
Ceres Fauna Ch. hololive-EN Beginner 2y ago
How to Build ML Solutions (w/ Python Code Walkthrough)
RAG & Vector Search ⚡ AI Lesson
How to Build ML Solutions (w/ Python Code Walkthrough)
Shaw Talebi Intermediate 2y ago
Cloud Run Jobs overrides
RAG & Vector Search
Cloud Run Jobs overrides
Google Cloud Tech Beginner 2y ago
Why AI Content is Making Google INSANE…
RAG & Vector Search
Why AI Content is Making Google INSANE…
Matt Diggity Beginner 2y ago
How to Enhance Your Articles with Images and Video for Better Engagement
RAG & Vector Search
How to Enhance Your Articles with Images and Video for Better Engagement
WPBeginner - WordPress Tutorials Beginner 2y ago
Postgres is Now a Vector Database, Too
RAG & Vector Search ⚡ AI Lesson
Postgres is Now a Vector Database, Too
The New Stack Beginner 2y ago
RAG (evaluate intermediate steps) | LangSmith Evaluations - Part 16
RAG & Vector Search
RAG (evaluate intermediate steps) | LangSmith Evaluations - Part 16
LangChain Beginner 2y ago
What is an embedding adapter?
RAG & Vector Search ⚡ AI Lesson
What is an embedding adapter?
What's AI by Louis-François Bouchard Beginner 2y ago
High Performance (Realtime) RAG Chains: From Basic to Advanced
RAG & Vector Search
High Performance (Realtime) RAG Chains: From Basic to Advanced
Rabbitmetrics Beginner 2y ago
How He Makes $1M/Year Without Going Viral (Genius Strategy)
RAG & Vector Search ⚡ AI Lesson
How He Makes $1M/Year Without Going Viral (Genius Strategy)
Wes McDowell Beginner 2y ago
Async application classes vs. functions
RAG & Vector Search ⚡ AI Lesson
Async application classes vs. functions
mCoding Intermediate 2y ago
What is Retrieval Augmented Generation (RAG) and how does Azure AI Search unlock RAG?
RAG & Vector Search
What is Retrieval Augmented Generation (RAG) and how does Azure AI Search unlock RAG?
Microsoft Developer Beginner 2y ago
RAGAS: How to Evaluate a RAG Application Like a Pro for Beginners
RAG & Vector Search ⚡ AI Lesson
RAGAS: How to Evaluate a RAG Application Like a Pro for Beginners
Mervin Praison Beginner 2y ago
Semantic Chunking for RAG
RAG & Vector Search ⚡ AI Lesson
Semantic Chunking for RAG
James Briggs Beginner 2y ago
Build an End-to-End RAG API with AWS Bedrock & Azure OpenAI
RAG & Vector Search ⚡ AI Lesson
Build an End-to-End RAG API with AWS Bedrock & Azure OpenAI
AI Anytime Intermediate 2y ago
What is Instagram Shop & how to use it
RAG & Vector Search
What is Instagram Shop & how to use it
Learn With Shopify Intermediate 2y ago
What is semantic search?
RAG & Vector Search ⚡ AI Lesson
What is semantic search?
Google Cloud Tech Beginner 2y ago
RAG Evaluation (Document Relevance) | LangSmith Evaluations - Part 14
RAG & Vector Search
RAG Evaluation (Document Relevance) | LangSmith Evaluations - Part 14
LangChain Beginner 2y ago
Building End To End Webloader RAG Application using Groq With DataStax and Cassio, Langchain
RAG & Vector Search
Building End To End Webloader RAG Application using Groq With DataStax and Cassio, Langchain
Krish Naik Intermediate 2y ago
Gen AI Course | Gen AI Tutorial For Beginners
RAG & Vector Search
Gen AI Course | Gen AI Tutorial For Beginners
codebasics Beginner 2y ago
How to Make Yourself Irreplaceable | Robert Greene’s Advice in 102 Minutes
RAG & Vector Search ⚡ AI Lesson
How to Make Yourself Irreplaceable | Robert Greene’s Advice in 102 Minutes
Evan Carmichael Intermediate 2y ago
Lecture 9: Case Studies - Specific Heats and Phase Transformations
RAG & Vector Search
Lecture 9: Case Studies - Specific Heats and Phase Transformations
MIT OpenCourseWare Intermediate 2y ago
Lecture 12: Case Studies - Saturation Vapor Pressure
RAG & Vector Search ⚡ AI Lesson
Lecture 12: Case Studies - Saturation Vapor Pressure
MIT OpenCourseWare Intermediate 2y ago
Lecture 20: Introduction to Binary Phase Diagrams
RAG & Vector Search
Lecture 20: Introduction to Binary Phase Diagrams
MIT OpenCourseWare Beginner 2y ago
Lecture 23: Building Binary Phase Diagrams, Part I
RAG & Vector Search ⚡ AI Lesson
Lecture 23: Building Binary Phase Diagrams, Part I
MIT OpenCourseWare Intermediate 2y ago
Lecture 24: Building Binary Phase Diagrams, Part II
RAG & Vector Search
Lecture 24: Building Binary Phase Diagrams, Part II
MIT OpenCourseWare Intermediate 2y ago
Lecture 25: Building Binary Phase Diagrams, Part III
RAG & Vector Search ⚡ AI Lesson
Lecture 25: Building Binary Phase Diagrams, Part III
MIT OpenCourseWare Intermediate 2y ago
Lecture 26: CALPHAD - Case Studies and Guest Lecture
RAG & Vector Search ⚡ AI Lesson
Lecture 26: CALPHAD - Case Studies and Guest Lecture
MIT OpenCourseWare Intermediate 2y ago
Lecture 31: Reacting Multi-phase Systems
RAG & Vector Search ⚡ AI Lesson
Lecture 31: Reacting Multi-phase Systems
MIT OpenCourseWare Intermediate 2y ago
【Balatro】 Finally some gambling I can really get behind
RAG & Vector Search ⚡ AI Lesson
【Balatro】 Finally some gambling I can really get behind
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Shadows of Doubt】 The Sandbox Detective Simulator Where You Can Do Absolutely Anything
RAG & Vector Search
【Shadows of Doubt】 The Sandbox Detective Simulator Where You Can Do Absolutely Anything
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【MINECRAFT】 My desert. My Minecraft. My dune.
RAG & Vector Search
【MINECRAFT】 My desert. My Minecraft. My dune.
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Manor Lords】 Fauna builds the medieval city of your nightmares
RAG & Vector Search ⚡ AI Lesson
【Manor Lords】 Fauna builds the medieval city of your nightmares
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【MINECRAFT】 We're minecraft guys, of course we build the world tree
RAG & Vector Search
【MINECRAFT】 We're minecraft guys, of course we build the world tree
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【THE WITCHER 3】 Fauna tries to do the right thing and ends up causing untold suffering part 5
RAG & Vector Search ⚡ AI Lesson
【THE WITCHER 3】 Fauna tries to do the right thing and ends up causing untold suffering part 5
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Superchat Catch Up!】 Have a cup of tea and get comfy!
RAG & Vector Search ⚡ AI Lesson
【Superchat Catch Up!】 Have a cup of tea and get comfy!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Analyze audio in BigQuery with Speech-to-Text
RAG & Vector Search
Analyze audio in BigQuery with Speech-to-Text
Google Cloud Tech Beginner 2y ago
【THE WITCHER 3】 Fauna is here and she is playing the witcher again | #4
RAG & Vector Search
【THE WITCHER 3】 Fauna is here and she is playing the witcher again | #4
Ceres Fauna Ch. hololive-EN Beginner 2y ago
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Advanced Kotlin for Multi-Platform Development
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Avoiding Ethical Pitfalls in the Tech Industry
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Python for Data Analysis: Pandas & NumPy
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