Core AI

RAG & Vector Search

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

5,276
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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Unlocking RAG : Revolutionizing Information Retrieval in AI #ai
RAG & Vector Search
Unlocking RAG : Revolutionizing Information Retrieval in AI #ai
Data Science Dojo Intermediate 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
How to build interactive Gen AI applications with Vertex AI
RAG & Vector Search
How to build interactive Gen AI applications with Vertex AI
Google Cloud Tech Intermediate 1y ago
Stop Using the Average! Here’s Why the Median is Better #data #dataanalysis #median
RAG & Vector Search ⚡ AI Lesson
Stop Using the Average! Here’s Why the Median is Better #data #dataanalysis #median
DataCamp Intermediate 1y ago
10 Tips to Become REALLY Good at Python
RAG & Vector Search
10 Tips to Become REALLY Good at Python
ArjanCodes Beginner 1y ago
Selective learning
RAG & Vector Search
Selective learning
General Musings with Kevin Powell Intermediate 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
How AlloyDB Powers Nuro's Autonomous Driving Revolution
RAG & Vector Search
How AlloyDB Powers Nuro's Autonomous Driving Revolution
Google Cloud 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
PLEASE Learn This Underrated Python Feature...
RAG & Vector Search ⚡ AI Lesson
PLEASE Learn This Underrated Python Feature...
Tech With Tim Intermediate 1y ago
Retrieval Augmented Generation (RAG)
RAG & Vector Search
Retrieval Augmented Generation (RAG)
Machine Learning Studio Intermediate 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
What Is an AI Engineer? (And What Do They Do?)
RAG & Vector Search
What Is an AI Engineer? (And What Do They Do?)
365 Data Science Advanced 1y ago
Creating W&B team with an S3 bucket using terraform
RAG & Vector Search
Creating W&B team with an S3 bucket using terraform
Weights & Biases Beginner 1y ago
How to Live with Purpose and Love | Dr. Wayne Dyer's Advice in 3.5 Hours
RAG & Vector Search
How to Live with Purpose and Love | Dr. Wayne Dyer's Advice in 3.5 Hours
Evan Carmichael Intermediate 1y ago
#275 Did Gen AI Kill NLP? with Meri Nova, Technical Founder at Break into Data
RAG & Vector Search ⚡ AI Lesson
#275 Did Gen AI Kill NLP? with Meri Nova, Technical Founder at Break into Data
DataCamp Beginner 1y ago
Twilio Eng VP on Data Intelligence & AI at AWS re:Invent 2024
RAG & Vector Search ⚡ AI Lesson
Twilio Eng VP on Data Intelligence & AI at AWS re:Invent 2024
Databricks Beginner 1y ago
Master RAG with LangChain & ChromaDB: Python Tutorial for AI Beginners
RAG & Vector Search
Master RAG with LangChain & ChromaDB: Python Tutorial for AI Beginners
Bytes of AI Intermediate 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
Sip & Sync With Azure - Coming soon!!
RAG & Vector Search
Sip & Sync With Azure - Coming soon!!
Microsoft Developer Intermediate 1y ago
Is productivity a lie?
RAG & Vector Search
Is productivity a lie?
General Musings with Kevin Powell Intermediate 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
Faunwell! 🌿💚
RAG & Vector Search ⚡ AI Lesson
Faunwell! 🌿💚
Hard Fork (NYT) 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
【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
【Members Only】 Let's try making a scuffed animation!
RAG & Vector Search ⚡ AI Lesson
【Members Only】 Let's try making a scuffed animation!
Ceres Fauna Ch. hololive-EN 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
【3 Years of Membership】 Celebrating together!!
RAG & Vector Search ⚡ AI Lesson
【3 Years of Membership】 Celebrating together!!
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
【Rusty Lake Paradise】 The mystery continues! (finally) | #6
RAG & Vector Search ⚡ AI Lesson
【Rusty Lake Paradise】 The mystery continues! (finally) | #6
Hard Fork (NYT) Beginner 1y ago
【Members Only】 Fauna softly reads wikipedia to you
RAG & Vector Search ⚡ AI Lesson
【Members Only】 Fauna softly reads wikipedia to you
Hard Fork (NYT) Beginner 1y ago
【Members Only】 Practicing my lyre harp!
RAG & Vector Search ⚡ AI Lesson
【Members Only】 Practicing my lyre harp!
Hard Fork (NYT) Beginner 1y ago
【Rusty Lake: Roots】 why is the deer creature always so evil looking | #5
RAG & Vector Search ⚡ AI Lesson
【Rusty Lake: Roots】 why is the deer creature always so evil looking | #5
Hard Fork (NYT) 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
【Rusty Lake Hotel】 The comfy puzzle game arc continues | #3
RAG & Vector Search ⚡ AI Lesson
【Rusty Lake Hotel】 The comfy puzzle game arc continues | #3
Hard Fork (NYT) Beginner 1y ago
【Cube Escape Collection】 Nostalgic point and click puzzles part 2!
RAG & Vector Search ⚡ AI Lesson
【Cube Escape Collection】 Nostalgic point and click puzzles part 2!
Hard Fork (NYT) Beginner 1y ago
【Cube Escape Collection】 LET ME OUT classic point and click puzzle games!
RAG & Vector Search ⚡ AI Lesson
【Cube Escape Collection】 LET ME OUT classic point and click puzzle games!
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
cursed slime asmr (?) do not watch
RAG & Vector Search
cursed slime asmr (?) do not watch
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Dark Gathering Watchalong】 Spooky anime watchalong! Grab your popcorn
RAG & Vector Search ⚡ AI Lesson
【Dark Gathering Watchalong】 Spooky anime watchalong! Grab your popcorn
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Members Hang Out】 Fall Guys, creepypasta reading, & more!
RAG & Vector Search
【Members Hang Out】 Fall Guys, creepypasta reading, & more!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Members Only】 Doodling and Hanging Out!
RAG & Vector Search
【Members Only】 Doodling and Hanging Out!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
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Snowflake - Intermediate Course
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Effective Service Innovation by Design in Hotel Management
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Optimize Patient Records: Merge and Manage Data
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Optimize Patient Records: Merge and Manage Data
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Amazon FSx for NetApp ONTAP Primer
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Amazon FSx for NetApp ONTAP Primer
Opens on Coursera ↗
AI Infrastructure: Storage Options
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AI Infrastructure: Storage Options
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GenAI Data Engineering and RAG Systems
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GenAI Data Engineering and RAG Systems
Opens on Coursera ↗