Core AI

RAG & Vector Search

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

5,279
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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Transcribe Your Ideas like Kevin Hart #coding #machinelearning #speechrecognition
RAG & Vector Search
Transcribe Your Ideas like Kevin Hart #coding #machinelearning #speechrecognition
AssemblyAI Beginner 1y ago
A day in the life of an engineer!
RAG & Vector Search ⚡ AI Lesson
A day in the life of an engineer!
Google Cloud Tech Beginner 1y ago
What "Follow Your Dreams" Misses | Harvey Mudd Commencement Speech 2024
RAG & Vector Search
What "Follow Your Dreams" Misses | Harvey Mudd Commencement Speech 2024
3Blue1Brown Beginner 1y ago
Getting Started with On-Device AI: RAG using ObjectBox Vector Database and LangChain
RAG & Vector Search
Getting Started with On-Device AI: RAG using ObjectBox Vector Database and LangChain
Krish Naik Beginner 2y ago
【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
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 20: Introduction to Binary Phase Diagrams
RAG & Vector Search
Lecture 20: Introduction to Binary Phase Diagrams
MIT OpenCourseWare Beginner 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
【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
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
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
RAG Evaluation (Document Relevance) | LangSmith Evaluations - Part 14
RAG & Vector Search
RAG Evaluation (Document Relevance) | LangSmith Evaluations - Part 14
LangChain Beginner 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
What are Vector Embeddings? (ft. Industry Experts)
RAG & Vector Search ⚡ AI Lesson
What are Vector Embeddings? (ft. Industry Experts)
Data Science Dojo Beginner 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
What is semantic search?
RAG & Vector Search ⚡ AI Lesson
What is semantic search?
Google Cloud Tech 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
Introduction to GIS, Part I: Key Concepts
RAG & Vector Search ⚡ AI Lesson
Introduction to GIS, Part I: Key Concepts
MIT OpenCourseWare Beginner 2y ago
Introduction to R, Part I: Interface and Data Structures
RAG & Vector Search
Introduction to R, Part I: Interface and Data Structures
MIT OpenCourseWare Beginner 2y ago
Introduction to GIS, Part V: Extract Information from Maps using Spatial Data Points
RAG & Vector Search
Introduction to GIS, Part V: Extract Information from Maps using Spatial Data Points
MIT OpenCourseWare Beginner 2y ago
Introduction to R, Part IV: Loops and Functions
RAG & Vector Search
Introduction to R, Part IV: Loops and Functions
MIT OpenCourseWare Beginner 2y ago
Introduction to GIS, Part II: Vectorial Maps, Raster Maps, and Time Series
RAG & Vector Search ⚡ AI Lesson
Introduction to GIS, Part II: Vectorial Maps, Raster Maps, and Time Series
MIT OpenCourseWare Beginner 2y ago
Introduction to GIS, Part IV: Stack, Brick, Crop, and Mask
RAG & Vector Search ⚡ AI Lesson
Introduction to GIS, Part IV: Stack, Brick, Crop, and Mask
MIT OpenCourseWare Beginner 2y ago
Introduction to GIS, Part VI: Plotting Maps with ggplot2
RAG & Vector Search
Introduction to GIS, Part VI: Plotting Maps with ggplot2
MIT OpenCourseWare Beginner 2y ago
BigQuery vector search and embedding generation
RAG & Vector Search ⚡ AI Lesson
BigQuery vector search and embedding generation
Google Cloud Tech Beginner 2y ago
Lecture 12: List Comprehension, Functions as Objects, Testing, and Debugging
RAG & Vector Search ⚡ AI Lesson
Lecture 12: List Comprehension, Functions as Objects, Testing, and Debugging
MIT OpenCourseWare Beginner 2y ago
RAG Evaluation (Answer Hallucinations) | LangSmith Evaluations - Part 13
RAG & Vector Search ⚡ AI Lesson
RAG Evaluation (Answer Hallucinations) | LangSmith Evaluations - Part 13
LangChain Beginner 2y ago
Lecture 6: Bisection Search
RAG & Vector Search
Lecture 6: Bisection Search
MIT OpenCourseWare Beginner 2y ago
Lecture 10: Lists and Mutability
RAG & Vector Search
Lecture 10: Lists and Mutability
MIT OpenCourseWare Beginner 2y ago
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