Core AI

RAG & Vector Search

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

5,313
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 5,121 Reads 192
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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
Creo mi propio AYUDANTE para BUSCAR en WEBS con LANGCHAIN y MISTRAL AI
RAG & Vector Search
Creo mi propio AYUDANTE para BUSCAR en WEBS con LANGCHAIN y MISTRAL AI
AlexFocus Beginner 2y ago
From Idea to Reality... The Exciting Journey of Power Five Test Program
RAG & Vector Search
From Idea to Reality... The Exciting Journey of Power Five Test Program
Professor Charley T Intermediate 2y ago
【PALWORLD】 Pay no mind to the monkey with a weapon | EN SERVER
RAG & Vector Search
【PALWORLD】 Pay no mind to the monkey with a weapon | EN SERVER
Ceres Fauna Ch. hololive-EN Beginner 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
Patrick Lewis is leading Cohere’s RAG modeling team. #largelanguagemodels
RAG & Vector Search ⚡ AI Lesson
Patrick Lewis is leading Cohere’s RAG modeling team. #largelanguagemodels
Cohere Intermediate 2y ago
【DOTA 2 COLLAB】 FULL STACK FULL CHAOS
RAG & Vector Search ⚡ AI Lesson
【DOTA 2 COLLAB】 FULL STACK FULL CHAOS
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Ollama Python Library Released! How to implement Ollama RAG?
RAG & Vector Search ⚡ AI Lesson
Ollama Python Library Released! How to implement Ollama RAG?
Mervin Praison Intermediate 2y ago
Building a web RAG chatbot: using LangChain, Exa (prev. Metaphor), LangSmith, and Hosted Langserve
RAG & Vector Search
Building a web RAG chatbot: using LangChain, Exa (prev. Metaphor), LangSmith, and Hosted Langserve
LangChain Intermediate 2y ago
OpenAI's NEW Embedding Models
RAG & Vector Search
OpenAI's NEW Embedding Models
James Briggs Beginner 2y ago
Build a Retrieval-Augmented Generation Chatbot in 5 Minutes
RAG & Vector Search ⚡ AI Lesson
Build a Retrieval-Augmented Generation Chatbot in 5 Minutes
NVIDIA Developer Intermediate 2y ago
RAG Has Been Oversimplified // Yujian Tang // MLOps Podcast #206
RAG & Vector Search ⚡ AI Lesson
RAG Has Been Oversimplified // Yujian Tang // MLOps Podcast #206
MLOps.community Intermediate 2y ago
There Is Going To Be A Rude Awakening For Influencers This Year
RAG & Vector Search
There Is Going To Be A Rude Awakening For Influencers This Year
Neil Patel Beginner 2y ago
From Idea to Reality... The Exciting Journey of Power Five Test Program
RAG & Vector Search
From Idea to Reality... The Exciting Journey of Power Five Test Program
Professor Charley T Intermediate 2y ago
From Dirty Pup to Handsome Hound_ The Ultimate Grooming Game Changer
RAG & Vector Search
From Dirty Pup to Handsome Hound_ The Ultimate Grooming Game Changer
Professor Charley T Intermediate 2y ago
Veritcal
RAG & Vector Search
Veritcal
Professor Charley T Intermediate 2y ago
A Surprise Guest Get Ready for an Epic D to C Podcast!
RAG & Vector Search
A Surprise Guest Get Ready for an Epic D to C Podcast!
Professor Charley T Intermediate 2y ago
Unveiling the Stunning Villa with an Unexpected Twist
RAG & Vector Search
Unveiling the Stunning Villa with an Unexpected Twist
Professor Charley T Intermediate 2y ago
Unlocking the Power of Small Changes for Big Results
RAG & Vector Search
Unlocking the Power of Small Changes for Big Results
Professor Charley T Intermediate 2y ago
Unveiling the Stunning Villa with an Unexpected Twist
RAG & Vector Search
Unveiling the Stunning Villa with an Unexpected Twist
Professor Charley T Intermediate 2y ago
Boost Your Business by Mastering Cash Flow and Inventory Management
RAG & Vector Search
Boost Your Business by Mastering Cash Flow and Inventory Management
Professor Charley T Intermediate 2y ago
Unlocking the Power of Small Changes for Big Results
RAG & Vector Search ⚡ AI Lesson
Unlocking the Power of Small Changes for Big Results
Professor Charley T Intermediate 2y ago
Unlocking Aspiration... Bringing Your Dreams to Your Doorstep
RAG & Vector Search ⚡ AI Lesson
Unlocking Aspiration... Bringing Your Dreams to Your Doorstep
Professor Charley T Intermediate 2y ago
Discover the Ultimate Tool for Connecting with Family and Students Worldwide!
RAG & Vector Search ⚡ AI Lesson
Discover the Ultimate Tool for Connecting with Family and Students Worldwide!
Professor Charley T Intermediate 2y ago
Boost Your Business by Mastering Cash Flow and Inventory Management
RAG & Vector Search ⚡ AI Lesson
Boost Your Business by Mastering Cash Flow and Inventory Management
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
Unlocking Aspiration... Bringing Your Dreams to Your Doorstep
RAG & Vector Search
Unlocking Aspiration... Bringing Your Dreams to Your Doorstep
Professor Charley T Intermediate 2y ago
【DOTA 2】 Playing Dota 2 for the first time in 10 years and regretting my decisions
RAG & Vector Search
【DOTA 2】 Playing Dota 2 for the first time in 10 years and regretting my decisions
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Boost Your Business... Run it on Four Powerful Rules!
RAG & Vector Search
Boost Your Business... Run it on Four Powerful Rules!
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
The Impact of Vested Interest and Creative Success on Money Management
RAG & Vector Search ⚡ AI Lesson
The Impact of Vested Interest and Creative Success on Money Management
Professor Charley T Intermediate 2y ago
Boost Your Business... Run it on Four Powerful Rules!
RAG & Vector Search ⚡ AI Lesson
Boost Your Business... Run it on Four Powerful Rules!
Professor Charley T Intermediate 2y ago
Mastering Ad Campaign Structure Pros and Cons for Maximum Impact
RAG & Vector Search ⚡ AI Lesson
Mastering Ad Campaign Structure Pros and Cons for Maximum Impact
Professor Charley T Intermediate 2y ago
The Key to Selling Subscription Products... Own the Delivery System!
RAG & Vector Search ⚡ AI Lesson
The Key to Selling Subscription Products... Own the Delivery System!
Professor Charley T Intermediate 2y ago
Unleashing Business Growth_ Automate Investment for Profitable Advertising
RAG & Vector Search ⚡ AI Lesson
Unleashing Business Growth_ Automate Investment for Profitable Advertising
Professor Charley T Intermediate 2y ago
【MINECRAFT】 so we back in the mines ⛏
RAG & Vector Search ⚡ AI Lesson
【MINECRAFT】 so we back in the mines ⛏
Ceres Fauna Ch. hololive-EN Beginner 2y ago
The Key to Selling Subscription Products... Own the Delivery System!
RAG & Vector Search ⚡ AI Lesson
The Key to Selling Subscription Products... Own the Delivery System!
Professor Charley T Intermediate 2y ago
Unleashing Unlimited Growth_ Targeting New Customers to Scale Our Campaigns
RAG & Vector Search
Unleashing Unlimited Growth_ Targeting New Customers to Scale Our Campaigns
Professor Charley T Intermediate 2y ago
Unveiling the Simplicity and Secret Behind Making Tons of Money in 2024!
RAG & Vector Search
Unveiling the Simplicity and Secret Behind Making Tons of Money in 2024!
Professor Charley T Intermediate 2y ago
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
RAG & Vector Search ⚡ AI Lesson
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
Professor Charley T Intermediate 2y ago
Unleash the Power of Data-Driven Optimization for Explosive Ad Success!
RAG & Vector Search
Unleash the Power of Data-Driven Optimization for Explosive Ad Success!
Professor Charley T Advanced 2y ago
【Killer Frequency】 Interactive Horror Podcast Where You Determine Who Lives Or Dies
RAG & Vector Search ⚡ AI Lesson
【Killer Frequency】 Interactive Horror Podcast Where You Determine Who Lives Or Dies
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Unlocking the True Power of Data Analysis... Shattering Common Misconceptions
RAG & Vector Search
Unlocking the True Power of Data Analysis... Shattering Common Misconceptions
Professor Charley T Intermediate 2y ago
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
RAG & Vector Search ⚡ AI Lesson
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
Professor Charley T Intermediate 2y ago
Why Optimize Ads_ The Secrets of Dynamic Creative Revealed!
RAG & Vector Search
Why Optimize Ads_ The Secrets of Dynamic Creative Revealed!
Professor Charley T Intermediate 2y ago
Unleash the Power of Data-Driven Optimization for Explosive Ad Success!
RAG & Vector Search
Unleash the Power of Data-Driven Optimization for Explosive Ad Success!
Professor Charley T Advanced 2y ago
Unleash the Power of Data-Driven Optimization for Explosive Ad Success!
RAG & Vector Search ⚡ AI Lesson
Unleash the Power of Data-Driven Optimization for Explosive Ad Success!
Professor Charley T Advanced 2y ago
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