Core AI

RAG & Vector Search

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

5,312
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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【A Difficult Game About Climbing】 a little cheeky post fes pre twilight pre birthday climbing
RAG & Vector Search ⚡ AI Lesson
【A Difficult Game About Climbing】 a little cheeky post fes pre twilight pre birthday climbing
Ceres Fauna Ch. hololive-EN Beginner 2y ago
How Selena Gomez's Mindset Transformed Her Success
RAG & Vector Search
How Selena Gomez's Mindset Transformed Her Success
Evan Carmichael Intermediate 2y ago
Believe in Yourself | The Power of Starting with Small Steps for Big Results
RAG & Vector Search ⚡ AI Lesson
Believe in Yourself | The Power of Starting with Small Steps for Big Results
Evan Carmichael Beginner 2y ago
RAG from scratch: Part 10 (Routing)
RAG & Vector Search
RAG from scratch: Part 10 (Routing)
LangChain Advanced 2y ago
How Salesforce Leverages AI for System Health Monitoring
RAG & Vector Search
How Salesforce Leverages AI for System Health Monitoring
Weights & Biases Intermediate 2y ago
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
RAG & Vector Search
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
Professor Charley T Intermediate 2y ago
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
RAG & Vector Search ⚡ AI Lesson
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
Professor Charley T Intermediate 2y ago
Leverage Existing Libraries in Data Science
RAG & Vector Search
Leverage Existing Libraries in Data Science
ArjanCodes Beginner 2y ago
Local Retrieval Augmented Generation (RAG) from Scratch (step by step tutorial)
RAG & Vector Search
Local Retrieval Augmented Generation (RAG) from Scratch (step by step tutorial)
Daniel Bourke Beginner 2y ago
The ins and outs of context managers and try-finally in Python
RAG & Vector Search ⚡ AI Lesson
The ins and outs of context managers and try-finally in Python
mCoding Intermediate 2y ago
Claude 3 Opus RAG Chatbot (Full Walkthrough)
RAG & Vector Search
Claude 3 Opus RAG Chatbot (Full Walkthrough)
James Briggs Intermediate 2y ago
Cloud Digital Leader: Unlock your Cloud Potential
RAG & Vector Search
Cloud Digital Leader: Unlock your Cloud Potential
Google Cloud Beginner 2y ago
CS50x Puzzle Day 2024
RAG & Vector Search
CS50x Puzzle Day 2024
CS50 Beginner 2y ago
【Balatro】 I see a joker right here 👉
RAG & Vector Search
【Balatro】 I see a joker right here 👉
Ceres Fauna Ch. hololive-EN Beginner 2y ago
The Reddit IPO is coming...can it live up to years of hype? | TechCrunch Minute
RAG & Vector Search
The Reddit IPO is coming...can it live up to years of hype? | TechCrunch Minute
TechCrunch Beginner 2y ago
The Daily Practice That Has Changed My Life & Income (1 Change Most People Ignore)
RAG & Vector Search ⚡ AI Lesson
The Daily Practice That Has Changed My Life & Income (1 Change Most People Ignore)
The Futur Beginner 2y ago
Cohere's Command-R a Strong New Model for RAG
RAG & Vector Search ⚡ AI Lesson
Cohere's Command-R a Strong New Model for RAG
Sam Witteveen Beginner 2y ago
AI Camp, Melbourne: How Carsales Uses Metaflow to move ML from prototype to production
RAG & Vector Search ⚡ AI Lesson
AI Camp, Melbourne: How Carsales Uses Metaflow to move ML from prototype to production
Outerbounds Intermediate 2y ago
Armchair Architects: Are AI Charters Valuable?
RAG & Vector Search
Armchair Architects: Are AI Charters Valuable?
Microsoft Developer Beginner 2y ago
What is Semantic Search? (with Elan Dekel, VP of Product at Pinecone)
RAG & Vector Search ⚡ AI Lesson
What is Semantic Search? (with Elan Dekel, VP of Product at Pinecone)
DataCamp Intermediate 2y ago
#187 The Power of Vector Databases and Semantic Search with Elan Dekel, VP of Product at Pinecone
RAG & Vector Search ⚡ AI Lesson
#187 The Power of Vector Databases and Semantic Search with Elan Dekel, VP of Product at Pinecone
DataCamp Intermediate 2y ago
Flipper Zero vs "Proper" Hacking Tools
RAG & Vector Search ⚡ AI Lesson
Flipper Zero vs "Proper" Hacking Tools
David Bombal Beginner 2y ago
Chunking Strategies in RAG: Optimising Data for Advanced AI Responses
RAG & Vector Search
Chunking Strategies in RAG: Optimising Data for Advanced AI Responses
Mervin Praison Beginner 2y ago
We asked Googlers which cloud services they use most frequently
RAG & Vector Search
We asked Googlers which cloud services they use most frequently
Google Cloud Tech Intermediate 2y ago
How humanity got hooked on coffee - Jonathan Morris
RAG & Vector Search
How humanity got hooked on coffee - Jonathan Morris
TED-Ed Beginner 2y ago
Adding Depth to DSPy Programs
RAG & Vector Search ⚡ AI Lesson
Adding Depth to DSPy Programs
Henry AI Labs Beginner 2y ago
5 Million Subscribers – An OCW Odyssey
RAG & Vector Search ⚡ AI Lesson
5 Million Subscribers – An OCW Odyssey
MIT OpenCourseWare Beginner 2y ago
Storage Buckets API #shorts
RAG & Vector Search ⚡ AI Lesson
Storage Buckets API #shorts
Chrome for Developers Intermediate 2y ago
A Deep Dive into Retrieval Augmented Generation - AI PM Community Session #37
RAG & Vector Search
A Deep Dive into Retrieval Augmented Generation - AI PM Community Session #37
Product Management Exercises Intermediate 2y ago
Information Retrieval & Relevance // Daniel Svonava // MLOps Podcast #214
RAG & Vector Search ⚡ AI Lesson
Information Retrieval & Relevance // Daniel Svonava // MLOps Podcast #214
MLOps.community Advanced 2y ago
Brave's Game-Changing AI (Spoiler: RAG)!!!
RAG & Vector Search ⚡ AI Lesson
Brave's Game-Changing AI (Spoiler: RAG)!!!
1littlecoder Beginner 2y ago
How to Build Real Confidence by Trusting Your Confused Mind | Dr. Becky Kennedy
RAG & Vector Search ⚡ AI Lesson
How to Build Real Confidence by Trusting Your Confused Mind | Dr. Becky Kennedy
Evan Carmichael Intermediate 2y ago
What Does Success Mean? A New Definition That Will Inspire You
RAG & Vector Search
What Does Success Mean? A New Definition That Will Inspire You
Evan Carmichael Beginner 2y ago
How to Be Proud of Yourself | EXCEED Expectations with Powerful Action!
RAG & Vector Search
How to Be Proud of Yourself | EXCEED Expectations with Powerful Action!
Evan Carmichael Intermediate 2y ago
Change Your Mindset: STOP Complaining About Challenges! How To See Them As Opportunities!
RAG & Vector Search
Change Your Mindset: STOP Complaining About Challenges! How To See Them As Opportunities!
Evan Carmichael Intermediate 2y ago
【Backpack Battles】 They added new Gooberts to the backpack organizing auto battler
RAG & Vector Search
【Backpack Battles】 They added new Gooberts to the backpack organizing auto battler
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Balatro】 Addictive & Illegal Poker Roguelite/Deckbuilder
RAG & Vector Search
【Balatro】 Addictive & Illegal Poker Roguelite/Deckbuilder
Ceres Fauna Ch. hololive-EN Beginner 2y ago
You Need This for QUALITY Friendships
RAG & Vector Search
You Need This for QUALITY Friendships
Evan Carmichael Intermediate 2y ago
The Rise of the Facebook Buyer... From Media Buyer to CMO
RAG & Vector Search
The Rise of the Facebook Buyer... From Media Buyer to CMO
Professor Charley T Intermediate 2y ago
The Rise of the Facebook Buyer... From Media Buyer to CMO
RAG & Vector Search
The Rise of the Facebook Buyer... From Media Buyer to CMO
Professor Charley T Intermediate 2y ago
【MINECRAFT】 World Tree's First Birthday Party! 🎂 (Open VC) #anniversatree
RAG & Vector Search
【MINECRAFT】 World Tree's First Birthday Party! 🎂 (Open VC) #anniversatree
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【MINECRAFT】 Preparing for the tree's first birthday!
RAG & Vector Search
【MINECRAFT】 Preparing for the tree's first birthday!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
How to FREE Yourself from Pain | Gabor Maté
RAG & Vector Search
How to FREE Yourself from Pain | Gabor Maté
Evan Carmichael Intermediate 2y ago
【Superchat Catch Up!】 goth edition
RAG & Vector Search
【Superchat Catch Up!】 goth edition
Ceres Fauna Ch. hololive-EN Beginner 2y ago
How to Transform Fear Into Trust | Discover Secrets of the Mind
RAG & Vector Search
How to Transform Fear Into Trust | Discover Secrets of the Mind
Evan Carmichael Beginner 2y ago
【NEW OUTFIT REVEAL】 #GothFauna is finally here 🥀
RAG & Vector Search
【NEW OUTFIT REVEAL】 #GothFauna is finally here 🥀
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【MINECRAFT】 It's all Minecraft all the way down
RAG & Vector Search
【MINECRAFT】 It's all Minecraft all the way down
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Unlocking Facebook's True Potential Optimize for User Experience
RAG & Vector Search
Unlocking Facebook's True Potential Optimize for User Experience
Professor Charley T Intermediate 2y ago
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Build and Deploy an eCommerce Shop with jQuery, HTML & CSS
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Build and Deploy an eCommerce Shop with jQuery, HTML & CSS
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