Core AI

RAG & Vector Search

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

4,911
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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How Pinecone Coined the Term 'Vector Database'
RAG & Vector Search
How Pinecone Coined the Term 'Vector Database'
AssemblyAI Beginner 1y ago
Run DeepSeek R1 Locally With Ollama | Build a Local Gradio App for RAG
RAG & Vector Search ⚡ AI Lesson
Run DeepSeek R1 Locally With Ollama | Build a Local Gradio App for RAG
DataCamp Beginner 1y ago
Vector database explained in a RAG context #LLM #RAG #coding
RAG & Vector Search
Vector database explained in a RAG context #LLM #RAG #coding
Med Bou | AI Tutorials Beginner 1y ago
N8N Tutorial: Creating a RAG Agent in n8n for Beginners! (Full Guide)
RAG & Vector Search
N8N Tutorial: Creating a RAG Agent in n8n for Beginners! (Full Guide)
AI Foundations Beginner 1y ago
Career Spotlight: IT Business Analyst
RAG & Vector Search
Career Spotlight: IT Business Analyst
Coursera Beginner 1y ago
Mr. Maeda's Cozy AI Kitchen - AI & Exploration, with Corey Jaskolski
RAG & Vector Search ⚡ AI Lesson
Mr. Maeda's Cozy AI Kitchen - AI & Exploration, with Corey Jaskolski
Microsoft Developer Beginner 1y ago
Red Bull's Secret Origin Will Shock You! 🐂⚡ #shorts
RAG & Vector Search
Red Bull's Secret Origin Will Shock You! 🐂⚡ #shorts
Jacky Chou from Indexsy Beginner 1y ago
No Priors Ep. 99 | With Rick Caruso
RAG & Vector Search
No Priors Ep. 99 | With Rick Caruso
No Priors: AI, Machine Learning, Tech, & Startups Beginner 1y ago
Lecture 7: Soundness of the Fiat-Shamir Paradigm in the Standard Model, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Soundness of the Fiat-Shamir Paradigm in the Standard Model, Part 1
MIT OpenCourseWare Beginner 1y ago
Why Fine-Tuning Beats RAG for Sentiment Analysis
RAG & Vector Search
Why Fine-Tuning Beats RAG for Sentiment Analysis
Real Python Beginner 1y ago
Build an AI-Powered App with FastAPI, Qdrant, NumPy, and Pydantic | Step-by-Step Tutorial #6
RAG & Vector Search
Build an AI-Powered App with FastAPI, Qdrant, NumPy, and Pydantic | Step-by-Step Tutorial #6
cholakovit Beginner 1y ago
How to use custom JAX kernels with Pallas
RAG & Vector Search
How to use custom JAX kernels with Pallas
Google Cloud Tech Beginner 1y ago
The Best-Paying Jobs Are in These Industries
RAG & Vector Search
The Best-Paying Jobs Are in These Industries
Jean Lee Beginner 1y ago
What is Retrieval Augmented Generation (RAG) ? Simplified Explanation
0:36
RAG & Vector Search ⚡ AI Lesson
What is Retrieval Augmented Generation (RAG) ? Simplified Explanation
GetDevOpsReady Beginner 1y ago
Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python)
RAG & Vector Search ⚡ AI Lesson
Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python)
Shaw Talebi Beginner 1y ago
5 AI Video Tools to Transform Your Business
RAG & Vector Search
5 AI Video Tools to Transform Your Business
Zapier Beginner 1y ago
Speed Race in the Mine Cart! 🎉🐻 | VeeFriends 🐈‍⬛ | NEW! | Full Episodes
RAG & Vector Search
Speed Race in the Mine Cart! 🎉🐻 | VeeFriends 🐈‍⬛ | NEW! | Full Episodes
VeeFriends Cartoons Beginner 1y ago
Alberto Mondi | Embracing Diversity and Finding Your Place in a Globalized World | Talks at Google
RAG & Vector Search
Alberto Mondi | Embracing Diversity and Finding Your Place in a Globalized World | Talks at Google
Talks at Google Beginner 1y ago
SQL Data Filtering: Using WHERE and Aggregate Functions
RAG & Vector Search ⚡ AI Lesson
SQL Data Filtering: Using WHERE and Aggregate Functions
DataCamp Beginner 1y ago
AI Waves #6 | Discussion about NFTs and the Metaverse in Business
RAG & Vector Search
AI Waves #6 | Discussion about NFTs and the Metaverse in Business
AI Waves Beginner 1y ago
How to Crack Gate CSE Exam in Just 30 Days ? | Ultimate Roadmap | @GfG_GATE
RAG & Vector Search
How to Crack Gate CSE Exam in Just 30 Days ? | Ultimate Roadmap | @GfG_GATE
GeeksforGeeks Beginner 1y ago
Why People in Japan can't Resign?
RAG & Vector Search
Why People in Japan can't Resign?
GeeksforGeeks Beginner 1y ago
Retrieval-Augmented Generation (RAG) Explained: Embedding Models & Vector Databases Simplified
RAG & Vector Search
Retrieval-Augmented Generation (RAG) Explained: Embedding Models & Vector Databases Simplified
Bytes of AI Beginner 1y ago
【Rusty Lake Paradise】 do you remember comfy members puzzle games? | #7
RAG & Vector Search ⚡ AI Lesson
【Rusty Lake Paradise】 do you remember comfy members puzzle games? | #7
Hard Fork (NYT) Beginner 1y ago
【Members Only】 Spooky Story Reading~
RAG & Vector Search ⚡ AI Lesson
【Members Only】 Spooky Story Reading~
Hard Fork (NYT) Beginner 1y ago
【The King in Yellow: The Mask】 Reading you another spooky story!
RAG & Vector Search ⚡ AI Lesson
【The King in Yellow: The Mask】 Reading you another spooky story!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【National Treasure Watchalong】 Saplings, we have to steal the Declaration of Independence
RAG & Vector Search
【National Treasure Watchalong】 Saplings, we have to steal the Declaration of Independence
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Cube Escape Collection】 Sleepy kirin is addicted to puzzle solving | #4
RAG & Vector Search ⚡ AI Lesson
【Cube Escape Collection】 Sleepy kirin is addicted to puzzle solving | #4
Hard Fork (NYT) Beginner 1y ago
【Members Only】 Short kalimba practice!
RAG & Vector Search ⚡ AI Lesson
【Members Only】 Short kalimba practice!
Hard Fork (NYT) Beginner 1y ago
【Sheepy: A Short Adventure】 Playing a cute & comfy platformer! (members only)
RAG & Vector Search ⚡ AI Lesson
【Sheepy: A Short Adventure】 Playing a cute & comfy platformer! (members only)
Hard Fork (NYT) Beginner 1y ago
【Members Only】 Goth Fauna reads Edgar Allan Poe to you
RAG & Vector Search ⚡ AI Lesson
【Members Only】 Goth Fauna reads Edgar Allan Poe to you
Hard Fork (NYT) Beginner 1y ago
【QUESTIONABLE COMEDY DOUBLE FEATURE】 The Master of Disguise (2002) & Austin Powers (1997)
RAG & Vector Search
【QUESTIONABLE COMEDY DOUBLE FEATURE】 The Master of Disguise (2002) & Austin Powers (1997)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Fairytale Reading】 Welcome to my forest, stay a while and listen to some tales!
RAG & Vector Search ⚡ AI Lesson
【Fairytale Reading】 Welcome to my forest, stay a while and listen to some tales!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Hitman (2007) Watchalong】 there is a hitman movie and we are watching it
RAG & Vector Search
【Hitman (2007) Watchalong】 there is a hitman movie and we are watching it
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Members Only】 MS Paint doodles and chats!
RAG & Vector Search
【Members Only】 MS Paint doodles and chats!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Members Book Club & Dome Keeper】 Discussing All Tomorrows and DRILLBERT
RAG & Vector Search
【Members Book Club & Dome Keeper】 Discussing All Tomorrows and DRILLBERT
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Members BOOK CLUB】 Discussing the first half of All Tomorrows! & gaming...?
RAG & Vector Search
【Members BOOK CLUB】 Discussing the first half of All Tomorrows! & gaming...?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Members Fall Guys】 Teletubbies in your Fall Guys lobby? It's more likely than you think.
RAG & Vector Search
【Members Fall Guys】 Teletubbies in your Fall Guys lobby? It's more likely than you think.
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Toradora! Watchalong】 TIME TO WATCH THE LAST EPISODE FOR THE FIRST TIME FINALLY
RAG & Vector Search
【Toradora! Watchalong】 TIME TO WATCH THE LAST EPISODE FOR THE FIRST TIME FINALLY
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Toradora! Watchalong】 Did you know Tora = Tiger, Dora = Dragon? #2
RAG & Vector Search
【Toradora! Watchalong】 Did you know Tora = Tiger, Dora = Dragon? #2
Ceres Fauna Ch. hololive-EN Beginner 1y ago
We're gonna need therapy after this
RAG & Vector Search
We're gonna need therapy after this
Ceres Fauna Ch. hololive-EN Beginner 1y ago
I practiced my whole life for this
RAG & Vector Search
I practiced my whole life for this
Ceres Fauna Ch. hololive-EN Beginner 1y ago
When Da Fister Becomes Da Fisted
RAG & Vector Search
When Da Fister Becomes Da Fisted
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Drawing Hololive Members From Memory with @GawrGura !
RAG & Vector Search ⚡ AI Lesson
Drawing Hololive Members From Memory with @GawrGura !
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Comfy gnome game they said. It'll be fun they said.
RAG & Vector Search ⚡ AI Lesson
Comfy gnome game they said. It'll be fun they said.
Ceres Fauna Ch. hololive-EN Beginner 1y ago
To hell and back with Faendal
RAG & Vector Search
To hell and back with Faendal
Ceres Fauna Ch. hololive-EN Beginner 1y ago
I can't believe there's a stench mechanic
RAG & Vector Search
I can't believe there's a stench mechanic
Ceres Fauna Ch. hololive-EN Beginner 1y ago
I was originally supposed to be a giraffe
RAG & Vector Search ⚡ AI Lesson
I was originally supposed to be a giraffe
Ceres Fauna Ch. hololive-EN Beginner 1y ago
📚 Continue on Coursera External links · Free to audit
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Vector Database Foundations and Core Concepts
📚 External: Coursera ↗
Self-paced
Vector Database Foundations and Core Concepts
Opens on Coursera ↗
Dell Technologies Establishing Your Sales Strategy
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Self-paced
Dell Technologies Establishing Your Sales Strategy
Opens on Coursera ↗
Develop Intelligent AI Agents with OpenAI
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Self-paced
Develop Intelligent AI Agents with OpenAI
Opens on Coursera ↗
Das liebe Geld - Finance im Alltag
📚 External: Coursera ↗
Self-paced
Das liebe Geld - Finance im Alltag
Opens on Coursera ↗
Build Chroma Search
📚 External: Coursera ↗
Self-paced
Build Chroma Search
Opens on Coursera ↗
Create Chatbots & NLP Apps
📚 External: Coursera ↗
Self-paced
Create Chatbots & NLP Apps
Opens on Coursera ↗