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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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
The State of Reasoning — from Nathan Lambert, Interconnects/AI2 [LS Live @ NeurIPS 2024]
RAG & Vector Search ⚡ AI Lesson
The State of Reasoning — from Nathan Lambert, Interconnects/AI2 [LS Live @ NeurIPS 2024]
Latent Space Intermediate 1y ago
An Olympian Turned Ola Driver!
RAG & Vector Search
An Olympian Turned Ola Driver!
Full Disclosure Intermediate 1y ago
RAG for VPs of AI: Jerry Liu
RAG & Vector Search ⚡ AI Lesson
RAG for VPs of AI: Jerry Liu
AI Engineer Intermediate 1y ago
Not All Laughs Are Worth It + More | VeeFriends 🐈‍⬛ | Cartoon Video Compilation
RAG & Vector Search
Not All Laughs Are Worth It + More | VeeFriends 🐈‍⬛ | Cartoon Video Compilation
VeeFriends Cartoons Beginner 1y ago
If You Had MORE Confidence: Here’s How People Changed Their Lives!
RAG & Vector Search ⚡ AI Lesson
If You Had MORE Confidence: Here’s How People Changed Their Lives!
Evan Carmichael Intermediate 1y ago
10 Python Concepts You NEED To Know in 2025
RAG & Vector Search ⚡ AI Lesson
10 Python Concepts You NEED To Know in 2025
Tech With Tim Beginner 1y ago
The Power of Letting Go: Dr. Wayne Dyer’s Life-Changing Wisdom
RAG & Vector Search
The Power of Letting Go: Dr. Wayne Dyer’s Life-Changing Wisdom
Evan Carmichael Intermediate 1y ago
NVIDIA AI Assistant: Your 24/7 Customer Service Revolution
RAG & Vector Search ⚡ AI Lesson
NVIDIA AI Assistant: Your 24/7 Customer Service Revolution
Mervin Praison Intermediate 1y ago
This is how natural perfume is made in India. #perfume #fragrance #India
RAG & Vector Search ⚡ AI Lesson
This is how natural perfume is made in India. #perfume #fragrance #India
Business Insider Intermediate 1y ago
Data Quality is Key Building a Better RAG System
RAG & Vector Search ⚡ AI Lesson
Data Quality is Key Building a Better RAG System
MLOps.community Intermediate 1y ago
Why Multiple Databases Matter - Insights from Andy Pavlo #database
RAG & Vector Search
Why Multiple Databases Matter - Insights from Andy Pavlo #database
Data Science Dojo Intermediate 1y ago
Key Tips for Launching RAG Solutions #podcast #machinelearningoperations #rag
RAG & Vector Search ⚡ AI Lesson
Key Tips for Launching RAG Solutions #podcast #machinelearningoperations #rag
MLOps.community Beginner 1y ago
Elasticsearch Course for Beginners
RAG & Vector Search ⚡ AI Lesson
Elasticsearch Course for Beginners
freeCodeCamp.org Beginner 1y ago
Bauli Improves Efficiency and Forecasts with Google Cloud's AI and BigQuery
RAG & Vector Search
Bauli Improves Efficiency and Forecasts with Google Cloud's AI and BigQuery
Google Cloud Beginner 1y ago
How to Use Multimodal RAG to Extract Text, Images, & Tables (with Demos)
RAG & Vector Search
How to Use Multimodal RAG to Extract Text, Images, & Tables (with Demos)
AWS Developers Beginner 1y ago
I Prefer THIS Over SEO
RAG & Vector Search
I Prefer THIS Over SEO
Matt Diggity 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
【Silent Hill 2】 The real Silent Hill was the friends we made along the way (spoilers) (FINALE)
RAG & Vector Search
【Silent Hill 2】 The real Silent Hill was the friends we made along the way (spoilers) (FINALE)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【DOTA 2】 I made my genmates play Dota 2 with me
RAG & Vector Search
【DOTA 2】 I made my genmates play Dota 2 with me
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【MINECRAFT】 It's the most wonderful time of the weeeeek 🎶🎄
RAG & Vector Search
【MINECRAFT】 It's the most wonderful time of the weeeeek 🎶🎄
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Silent Hill 2】 Silent Hill isn't so silent anymore with all this yapping (spoilers)
RAG & Vector Search
【Silent Hill 2】 Silent Hill isn't so silent anymore with all this yapping (spoilers)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
WHAT ARE THE CHANCES
RAG & Vector Search
WHAT ARE THE CHANCES
Ceres Fauna Ch. hololive-EN Beginner 1y ago
📚 Continue on Coursera External links · Free to audit
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Project: Generative AI Applications with RAG and LangChain
📚 External: Coursera ↗
Self-paced
Project: Generative AI Applications with RAG and LangChain
Opens on Coursera ↗
Embed Everything
📚 External: Coursera ↗
Self-paced
Embed Everything
Opens on Coursera ↗
Building RAG Systems with Open Models
📚 External: Coursera ↗
Self-paced
Building RAG Systems with Open Models
Opens on Coursera ↗
Retrieval Optimization: Tokenization to Vector Quantization
📚 External: Coursera ↗
Self-paced
Retrieval Optimization: Tokenization to Vector Quantization
Opens on Coursera ↗
Multimodal RAG with GPT – Build Smarter Search & AI Systems
📚 External: Coursera ↗
Self-paced
Multimodal RAG with GPT – Build Smarter Search & AI Systems
Opens on Coursera ↗
Integrate Embeddings and Chroma
📚 External: Coursera ↗
Self-paced
Integrate Embeddings and Chroma
Opens on Coursera ↗