Core AI

RAG & Vector Search

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

5,291
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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The kirin has breached containment #mocopi
RAG & Vector Search ⚡ AI Lesson
The kirin has breached containment #mocopi
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Could Reddit’s upcoming IPO reward its power users? | Equity Podcast
RAG & Vector Search
Could Reddit’s upcoming IPO reward its power users? | Equity Podcast
TechCrunch Beginner 2y ago
Lecture 01: Introduction to 14.310x Data Analysis for Social Scientists
RAG & Vector Search ⚡ AI Lesson
Lecture 01: Introduction to 14.310x Data Analysis for Social Scientists
MIT OpenCourseWare Beginner 2y ago
Lecture 09: Expectation, Variance, and Introduction to Regression
RAG & Vector Search ⚡ AI Lesson
Lecture 09: Expectation, Variance, and Introduction to Regression
MIT OpenCourseWare Beginner 2y ago
How Telecommunications companies can grow using generative AI
RAG & Vector Search
How Telecommunications companies can grow using generative AI
Google Cloud Beginner 2y ago
Retrieval Augmented Generation explained on a high-level #RAG #retrievalaugmentedgeneration
RAG & Vector Search
Retrieval Augmented Generation explained on a high-level #RAG #retrievalaugmentedgeneration
AssemblyAI Beginner 2y ago
Using GPT4 Vision & LangChain to Query Memories from a Video
RAG & Vector Search ⚡ AI Lesson
Using GPT4 Vision & LangChain to Query Memories from a Video
Automata Learning Lab Beginner 2y ago
LangChain Agents with Open Source Models!
RAG & Vector Search
LangChain Agents with Open Source Models!
LangChain Beginner 2y ago
I created AI Agents to Automatically create LinkedIn Posts: AutoGen
RAG & Vector Search
I created AI Agents to Automatically create LinkedIn Posts: AutoGen
Mervin Praison Beginner 2y ago
Unlock a Happier You in 60 Minutes | How to Use Music to CHANGE Your Energy
RAG & Vector Search ⚡ AI Lesson
Unlock a Happier You in 60 Minutes | How to Use Music to CHANGE Your Energy
Evan Carmichael Beginner 2y ago
【MINECRAFT】 Super Minecraft Sunday
RAG & Vector Search
【MINECRAFT】 Super Minecraft Sunday
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Vector databases allow startups to compete with SOTA
RAG & Vector Search ⚡ AI Lesson
Vector databases allow startups to compete with SOTA
The TWIML AI Podcast with Sam Charrington Beginner 2y ago
The Ultimate Sneaker Buying Guide_ Finding the Perfect Pair
RAG & Vector Search ⚡ AI Lesson
The Ultimate Sneaker Buying Guide_ Finding the Perfect Pair
Professor Charley T Beginner 2y ago
RAG From Scratch: Part 3 (Retrieval)
RAG & Vector Search ⚡ AI Lesson
RAG From Scratch: Part 3 (Retrieval)
LangChain 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
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
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
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
OpenAI's NEW Embedding Models
RAG & Vector Search
OpenAI's NEW Embedding Models
James Briggs Beginner 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
1 recording. 1 API. Endless data. #python #artificialintelligence #speechtotext
RAG & Vector Search
1 recording. 1 API. Endless data. #python #artificialintelligence #speechtotext
AssemblyAI Beginner 2y ago
DataCamp Classrooms Orientation Winter 2024 | Must Watch for Teachers
RAG & Vector Search ⚡ AI Lesson
DataCamp Classrooms Orientation Winter 2024 | Must Watch for Teachers
DataCamp Beginner 2y ago
Lecture 26: Quantum Fluctuations and Renormalization
RAG & Vector Search
Lecture 26: Quantum Fluctuations and Renormalization
MIT OpenCourseWare Beginner 2y ago
Lecture 7: Interacting Theories and S-Matrix
RAG & Vector Search
Lecture 7: Interacting Theories and S-Matrix
MIT OpenCourseWare Beginner 2y ago
Lecture 17: Chiral and Majorana Spinors
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Chiral and Majorana Spinors
MIT OpenCourseWare Beginner 2y ago
【Killer Frequency】 Radio host Fauna will save you (maybe) | #2
RAG & Vector Search
【Killer Frequency】 Radio host Fauna will save you (maybe) | #2
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Will You Press The Button?】 Fauna questions life decisions
RAG & Vector Search
【Will You Press The Button?】 Fauna questions life decisions
Ceres Fauna Ch. hololive-EN Beginner 2y ago
RAG From Scratch: Part 2 (Indexing)
RAG & Vector Search
RAG From Scratch: Part 2 (Indexing)
LangChain Beginner 2y ago
RAG From Scratch: Part 1 (Overview)
RAG & Vector Search
RAG From Scratch: Part 1 (Overview)
LangChain Beginner 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
【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
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
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
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
【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
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
【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
【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
【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
【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
【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
【PALWORLD】 Beloved creature collector but with guns? I can't believe this game is real
RAG & Vector Search ⚡ AI Lesson
【PALWORLD】 Beloved creature collector but with guns? I can't believe this game is real
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【NEW YEAR NEW KIRIN】 I'm back!!! + showing off new stuff!
RAG & Vector Search ⚡ AI Lesson
【NEW YEAR NEW KIRIN】 I'm back!!! + showing off new stuff!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Epilogue
RAG & Vector Search
Fauna Plays Outer Wilds: Epilogue
Ceres Fauna Ch. hololive-EN Beginner 2y ago
It’s actually pretty easy to get ahead of 97% of people. | Zig Ziglar
RAG & Vector Search ⚡ AI Lesson
It’s actually pretty easy to get ahead of 97% of people. | Zig Ziglar
Evan Carmichael Beginner 2y ago
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Advanced Automation Frameworks and Testing with TestNG
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Introduction to APIs in Google
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