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
Videos 5,119 Reads 178
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RAG From Scratch: Part 3 (Retrieval)
RAG & Vector Search ⚡ AI Lesson
RAG From Scratch: Part 3 (Retrieval)
LangChain Beginner 2y ago
RAG From Scratch: Part 2 (Indexing)
RAG & Vector Search
RAG From Scratch: Part 2 (Indexing)
LangChain Beginner 2y ago
Why Artists Don't Get Paid to Perform the Super Bowl Halftime Show
RAG & Vector Search ⚡ AI Lesson
Why Artists Don't Get Paid to Perform the Super Bowl Halftime Show
The Hustle Advanced 2y ago
【MINECRAFT】 First, it was the spaghetti tree. Now, it becomes the fettuccine alfredo tree.
RAG & Vector Search
【MINECRAFT】 First, it was the spaghetti tree. Now, it becomes the fettuccine alfredo tree.
Ceres Fauna Ch. hololive-EN Beginner 2y ago
The Truth Behind SEO Agencies: Unanswered Questions & Advertising Profits
RAG & Vector Search ⚡ AI Lesson
The Truth Behind SEO Agencies: Unanswered Questions & Advertising Profits
Professor Charley T Intermediate 2y ago
The Truth Behind SEO Agencies: Unanswered Questions & Advertising Profits
RAG & Vector Search
The Truth Behind SEO Agencies: Unanswered Questions & Advertising Profits
Professor Charley T Intermediate 2y ago
Why Artists Don't Get Paid for the Super Bowl Halftime Show | Hustlenomics
RAG & Vector Search
Why Artists Don't Get Paid for the Super Bowl Halftime Show | Hustlenomics
The Hustle Intermediate 2y ago
【LETHAL COMPANY】 Sweaty gamers meet Lethal Company
RAG & Vector Search ⚡ AI Lesson
【LETHAL COMPANY】 Sweaty gamers meet Lethal Company
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Jia Chen: Estrategias de la metafísica china para volar con el Dragón de Madera!
RAG & Vector Search ⚡ AI Lesson
Jia Chen: Estrategias de la metafísica china para volar con el Dragón de Madera!
TCM Academy Intermediate 2y ago
How to Index Podcasts with Keywords like on Huberman's Website
RAG & Vector Search ⚡ AI Lesson
How to Index Podcasts with Keywords like on Huberman's Website
AssemblyAI Intermediate 2y ago
OpenAI's NEW 256-d Embeddings vs. Ada 002
RAG & Vector Search
OpenAI's NEW 256-d Embeddings vs. Ada 002
James Briggs Intermediate 2y ago
Wayne Dyer - RELAX and You Will MANIFEST Anything You Desire
RAG & Vector Search
Wayne Dyer - RELAX and You Will MANIFEST Anything You Desire
Evan Carmichael Beginner 2y ago
Semantic Search with Pinecone
RAG & Vector Search ⚡ AI Lesson
Semantic Search with Pinecone
DataCamp Beginner 2y ago
New course with Pinecone: Building Applications with Vector Databases
RAG & Vector Search
New course with Pinecone: Building Applications with Vector Databases
DeepLearningAI Intermediate 2y ago
Building Multi-Modal Search with Weaviate | Build Effective RAGs
RAG & Vector Search ⚡ AI Lesson
Building Multi-Modal Search with Weaviate | Build Effective RAGs
DataCamp Intermediate 2y ago
Salesforce Data Cloud and Google Cloud’s Vertex AI Overview
RAG & Vector Search
Salesforce Data Cloud and Google Cloud’s Vertex AI Overview
Google Cloud Beginner 2y ago
Building and Deploying Real-World RAG Applications with Ram Sriharsha - 669
RAG & Vector Search ⚡ AI Lesson
Building and Deploying Real-World RAG Applications with Ram Sriharsha - 669
The TWIML AI Podcast with Sam Charrington Intermediate 2y ago
DNA Reading vs Writing
RAG & Vector Search ⚡ AI Lesson
DNA Reading vs Writing
a16z Intermediate 2y ago
RAG From Scratch: Part 1 (Overview)
RAG & Vector Search
RAG From Scratch: Part 1 (Overview)
LangChain Beginner 2y ago
Unleash the Power of Your Wallet with Retention
RAG & Vector Search
Unleash the Power of Your Wallet with Retention
Professor Charley T Intermediate 2y ago
The Facebook Algorithm Unveiled_ How Your Likes Determine Your Feed
RAG & Vector Search
The Facebook Algorithm Unveiled_ How Your Likes Determine Your Feed
Professor Charley T Intermediate 2y ago
Empowering Media Buyers with Value and Recognition
RAG & Vector Search
Empowering Media Buyers with Value and Recognition
Professor Charley T Intermediate 2y ago
Unleashing the Power of Cost Caps_ Influencing Future Behavior on Ads
RAG & Vector Search ⚡ AI Lesson
Unleashing the Power of Cost Caps_ Influencing Future Behavior on Ads
Professor Charley T Intermediate 2y ago
Empowering Media Buyers with Value and Recognition
RAG & Vector Search ⚡ AI Lesson
Empowering Media Buyers with Value and Recognition
Professor Charley T Intermediate 2y ago
Unleashing the Power of Constant Cost Strategy for Online Advertising
RAG & Vector Search ⚡ AI Lesson
Unleashing the Power of Constant Cost Strategy for Online Advertising
Professor Charley T Intermediate 2y ago
Unleashing the Power of Constant Cost Strategy for Online Advertising
RAG & Vector Search
Unleashing the Power of Constant Cost Strategy for Online Advertising
Professor Charley T Intermediate 2y ago
The Shocking Lesson I Learned with a $250K Ad Fail
RAG & Vector Search
The Shocking Lesson I Learned with a $250K Ad Fail
Professor Charley T Beginner 2y ago
The Shocking Lesson I Learned with a $250K Ad Fail
RAG & Vector Search
The Shocking Lesson I Learned with a $250K Ad Fail
Professor Charley T Beginner 2y ago
The Battle of Facebook Ads_ Choosing a Side Will Make or Break Your Campaign!
RAG & Vector Search ⚡ AI Lesson
The Battle of Facebook Ads_ Choosing a Side Will Make or Break Your Campaign!
Professor Charley T Intermediate 2y ago
Meta Mega Freaks - The Big Blue Machine is Going NOWHERE
RAG & Vector Search
Meta Mega Freaks - The Big Blue Machine is Going NOWHERE
Professor Charley T Beginner 2y ago
Unleash Pet Problem-Solving Power with a Click!
RAG & Vector Search ⚡ AI Lesson
Unleash Pet Problem-Solving Power with a Click!
Professor Charley T Intermediate 2y ago
The Ultimate Guide to Account Structures Pros and Cons Revealed!
RAG & Vector Search ⚡ AI Lesson
The Ultimate Guide to Account Structures Pros and Cons Revealed!
Professor Charley T Beginner 2y ago
The Ultimate Guide to Account Structures Pros and Cons Revealed!
RAG & Vector Search
The Ultimate Guide to Account Structures Pros and Cons Revealed!
Professor Charley T Beginner 2y ago
Instantly Clean Your Dog Anywhere with this Genius Gadget
RAG & Vector Search
Instantly Clean Your Dog Anywhere with this Genius Gadget
Professor Charley T Intermediate 2y ago
【PALWORLD】 Ceres Fauna in the Bertverse of Madness | EN SERVER
RAG & Vector Search ⚡ AI Lesson
【PALWORLD】 Ceres Fauna in the Bertverse of Madness | EN SERVER
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Crushing Q4 with Strategic Discounts Targeting High-Value Customers
RAG & Vector Search
Crushing Q4 with Strategic Discounts Targeting High-Value Customers
Professor Charley T Intermediate 2y ago
Crushing Q4 with Strategic Discounts Targeting High-Value Customers
RAG & Vector Search
Crushing Q4 with Strategic Discounts Targeting High-Value Customers
Professor Charley T Intermediate 2y ago
The Shocking Truth Behind Your Ad Spending Revealed!
RAG & Vector Search
The Shocking Truth Behind Your Ad Spending Revealed!
Professor Charley T Intermediate 2y ago
The Shocking Truth Behind Your Ad Spending Revealed!
RAG & Vector Search
The Shocking Truth Behind Your Ad Spending Revealed!
Professor Charley T Intermediate 2y ago
Unlocking the Secret to Multi-platform Success_ TikTok, YouTube, and Instagram
RAG & Vector Search
Unlocking the Secret to Multi-platform Success_ TikTok, YouTube, and Instagram
Professor Charley T Intermediate 2y ago
Boost Your Sales Unleash the Power of LTV to Drive Second Purchases!
RAG & Vector Search
Boost Your Sales Unleash the Power of LTV to Drive Second Purchases!
Professor Charley T Intermediate 2y ago
The Key to Facebook's Success Lies in its Cutting-Edge Technology
RAG & Vector Search
The Key to Facebook's Success Lies in its Cutting-Edge Technology
Professor Charley T Intermediate 2y ago
My winners ad set got into learning limited, what should I do?
RAG & Vector Search
My winners ad set got into learning limited, what should I do?
Professor Charley T Beginner 2y ago
【MINECRAFT】 comfy block game
RAG & Vector Search
【MINECRAFT】 comfy block game
Ceres Fauna Ch. hololive-EN Beginner 2y ago
From Dirty Pup to Handsome Hound_ The Ultimate Grooming Game Changer (1)
RAG & Vector Search
From Dirty Pup to Handsome Hound_ The Ultimate Grooming Game Changer (1)
Professor Charley T Intermediate 2y ago
The Key to Facebook's Success Lies in its Cutting-Edge Technology
RAG & Vector Search
The Key to Facebook's Success Lies in its Cutting-Edge Technology
Professor Charley T Intermediate 2y ago
A Surprise Guest Get Ready for an Epic D to C Podcast!
RAG & Vector Search ⚡ AI Lesson
A Surprise Guest Get Ready for an Epic D to C Podcast!
Professor Charley T Intermediate 2y ago
Supercharge Your Ads with Auto Optimizer to Maximize Efficiency and Profits!
RAG & Vector Search
Supercharge Your Ads with Auto Optimizer to Maximize Efficiency and Profits!
Professor Charley T Intermediate 2y ago
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