Core AI

RAG & Vector Search

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

4,925
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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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
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
CrewAI RAG: How I Created AI Assistants to Run My News Agency
RAG & Vector Search
CrewAI RAG: How I Created AI Assistants to Run My News Agency
Mervin Praison 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
Lecture 17: Chiral and Majorana Spinors
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Chiral and Majorana Spinors
MIT OpenCourseWare Beginner 2y ago
【MINECRAFT】 Super Minecraft Sunday
RAG & Vector Search
【MINECRAFT】 Super Minecraft Sunday
Ceres Fauna Ch. hololive-EN 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
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
Tutorial | Chat with any Website using Python and Langchain (LATEST VERSION)
RAG & Vector Search ⚡ AI Lesson
Tutorial | Chat with any Website using Python and Langchain (LATEST VERSION)
Alejandro AO 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
6 Steps That Made Me a Millionaire Before 30
RAG & Vector Search
6 Steps That Made Me a Millionaire Before 30
Russell Brunson Beginner 2y ago
What is Retrieval Augmented Generation (RAG) - Augmenting LLMs with a memory
RAG & Vector Search ⚡ AI Lesson
What is Retrieval Augmented Generation (RAG) - Augmenting LLMs with a memory
What's AI by Louis-François Bouchard Beginner 2y ago
Are pandas the most misunderstood animal? - Lucy Cooke
RAG & Vector Search
Are pandas the most misunderstood animal? - Lucy Cooke
TED-Ed Beginner 2y ago
Make cool edits in minutes! #python - https://github.com/GregBaugues/subclippy/blob/main/subclip.py
RAG & Vector Search
Make cool edits in minutes! #python - https://github.com/GregBaugues/subclippy/blob/main/subclip.py
AssemblyAI Beginner 2y ago
Revolutionizing AI Data Management with Jerry Liu, CEO of LlamaIndex
RAG & Vector Search ⚡ AI Lesson
Revolutionizing AI Data Management with Jerry Liu, CEO of LlamaIndex
Weights & Biases 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
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 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
【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】 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
【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
Fauna Plays Outer Wilds: Finale 【The End】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Finale 【The End】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 18 【Fangirl】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 18 【Fangirl】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 16 【No Time For Caution】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 16 【No Time For Caution】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
LangChain v0.1.0 Launch: Retrieval
RAG & Vector Search
LangChain v0.1.0 Launch: Retrieval
LangChain Beginner 2y ago
Haystack AI: Production-ready RAG with Custom Data made easy!
RAG & Vector Search
Haystack AI: Production-ready RAG with Custom Data made easy!
Mervin Praison Beginner 2y ago
Fauna Plays Outer Wilds: Episode 13 【Melt】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 13 【Melt】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
TxtAI: Simplifying RAG, Semantic Search with an All-in-One Embeddings Database
RAG & Vector Search ⚡ AI Lesson
TxtAI: Simplifying RAG, Semantic Search with an All-in-One Embeddings Database
Mervin Praison Beginner 2y ago
Fauna Plays Outer Wilds: Episode 11 【Philosophy】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 11 【Philosophy】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 10 【Poem】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 10 【Poem】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
📚 Continue on Coursera External links · Free to audit
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Harnessing LLMs & Text-Embeddings API with Google Vertex AI
📚 External: Coursera ↗
Self-paced
Harnessing LLMs & Text-Embeddings API with Google Vertex AI
Opens on Coursera ↗
Build AI Agents with Enterprise Databases
📚 External: Coursera ↗
Self-paced
Build AI Agents with Enterprise Databases
Opens on Coursera ↗
Retrieval Augmented Generation (RAG)
📚 External: Coursera ↗
Self-paced
Retrieval Augmented Generation (RAG)
Opens on Coursera ↗
Optimize and Migrate Vectors
📚 External: Coursera ↗
Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Chroma Database Mastery
📚 External: Coursera ↗
Self-paced
Chroma Database Mastery
Opens on Coursera ↗
Build a Local AI Assistant with LLMs
📚 External: Coursera ↗
Self-paced
Build a Local AI Assistant with LLMs
Opens on Coursera ↗