Core AI

RAG & Vector Search

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

5,274
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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【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
【Silent Hill 2】 WEEKEND MARATHON START (spoilers)
RAG & Vector Search
【Silent Hill 2】 WEEKEND MARATHON START (spoilers)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Pranks Aren’t Always Fun 🤔💡 | VeeFriends 🐈‍⬛ | NEW! | Full Episodes
RAG & Vector Search
Pranks Aren’t Always Fun 🤔💡 | VeeFriends 🐈‍⬛ | NEW! | Full Episodes
VeeFriends Cartoons Beginner 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
AWS Solutions Architect Professional (SAP-C02) Certification Course – Pass the Exam!
RAG & Vector Search ⚡ AI Lesson
AWS Solutions Architect Professional (SAP-C02) Certification Course – Pass the Exam!
freeCodeCamp.org Beginner 1y ago
What’s new in DevTools: Chrome 130-132
RAG & Vector Search ⚡ AI Lesson
What’s new in DevTools: Chrome 130-132
Chrome for Developers Beginner 1y ago
The Real Reason Why You Have Allergies
RAG & Vector Search
The Real Reason Why You Have Allergies
Kurzgesagt – In a Nutshell Beginner 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
Three Keys To Becoming a Cyber Risk Officer
RAG & Vector Search ⚡ AI Lesson
Three Keys To Becoming a Cyber Risk Officer
SANS Institute Beginner 1y ago
A Closer Look at Falcon
RAG & Vector Search ⚡ AI Lesson
A Closer Look at Falcon
Microsoft Research Beginner 1y ago
I Prefer THIS Over SEO
RAG & Vector Search
I Prefer THIS Over SEO
Matt Diggity Beginner 1y ago
Multimodal RAG: A Beginner-friendly Guide (with Python Code)
RAG & Vector Search
Multimodal RAG: A Beginner-friendly Guide (with Python Code)
Shaw Talebi Beginner 1y ago
Virtue Foundation leverages the Databricks Data Intelligence Platform to advance global health
RAG & Vector Search ⚡ AI Lesson
Virtue Foundation leverages the Databricks Data Intelligence Platform to advance global health
Databricks Beginner 1y ago
Tkinter Designer: Modern GUIs with Drag & Drop
RAG & Vector Search ⚡ AI Lesson
Tkinter Designer: Modern GUIs with Drag & Drop
NeuralNine Beginner 1y ago
Cloud migration insights from banking
RAG & Vector Search
Cloud migration insights from banking
Google Cloud Tech Beginner 1y ago
Lecture 21: Introduction to Nonequilibrium Theory; Onsager Reciprocity and Maximum Entropy...
RAG & Vector Search ⚡ AI Lesson
Lecture 21: Introduction to Nonequilibrium Theory; Onsager Reciprocity and Maximum Entropy...
MIT OpenCourseWare Beginner 1y ago
Lecture 22: Definition of “Heat&Diffusion” Interaction; Diffusive and Convective Fluxes
RAG & Vector Search ⚡ AI Lesson
Lecture 22: Definition of “Heat&Diffusion” Interaction; Diffusive and Convective Fluxes
MIT OpenCourseWare Beginner 1y ago
Fast-tracking your AI Career with Kaggle
RAG & Vector Search
Fast-tracking your AI Career with Kaggle
Google for Developers Beginner 1y ago
Vector Database Optimization with n8n: Metadata, Text Splitting, & Embeddings
RAG & Vector Search ⚡ AI Lesson
Vector Database Optimization with n8n: Metadata, Text Splitting, & Embeddings
Nate Herk | AI Automation Beginner 1y ago
12 Years of Software Engineering Advice in 8 Minutes
RAG & Vector Search ⚡ AI Lesson
12 Years of Software Engineering Advice in 8 Minutes
Tech With Tim Beginner 1y ago
Don't overthink it
RAG & Vector Search
Don't overthink it
General Musings with Kevin Powell Beginner 1y ago
Integrating RAG with a Knowledge Graph: Step-by-Step Guide
RAG & Vector Search ⚡ AI Lesson
Integrating RAG with a Knowledge Graph: Step-by-Step Guide
AppliedAI Beginner 1y ago
Perfection Can Be The Enemy Of Progress | Business Insider
RAG & Vector Search
Perfection Can Be The Enemy Of Progress | Business Insider
Business Insider Beginner 1y ago
Exciting Innovations in AI Native Infrastructure #ai #startup
RAG & Vector Search
Exciting Innovations in AI Native Infrastructure #ai #startup
Data Science Dojo Beginner 1y ago
Mumei and Fauna investigate infighting on Wikipedia Talk Pages
RAG & Vector Search
Mumei and Fauna investigate infighting on Wikipedia Talk Pages
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
【Emberward】 Highly rated roguelite tower defense!
RAG & Vector Search
【Emberward】 Highly rated roguelite tower defense!
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
【MINECRAFT】 The world tree will be completed !!!
RAG & Vector Search
【MINECRAFT】 The world tree will be completed !!!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【L.A. Noire】 I did not hit her with my car, I DID NOT HIT HER | #5
RAG & Vector Search ⚡ AI Lesson
【L.A. Noire】 I did not hit her with my car, I DID NOT HIT HER | #5
Ceres Fauna Ch. hololive-EN Beginner 1y ago
The Godfauna
RAG & Vector Search
The Godfauna
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin 2】 Truly the gendo ikari of pikmin captains | #7
RAG & Vector Search ⚡ AI Lesson
【Pikmin 2】 Truly the gendo ikari of pikmin captains | #7
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Fauna's dark and twisted southern belle fantasy
RAG & Vector Search ⚡ AI Lesson
Fauna's dark and twisted southern belle fantasy
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Family Feud】 PUT ME IN, I KNOW THE ANSWER
RAG & Vector Search ⚡ AI Lesson
【Family Feud】 PUT ME IN, I KNOW THE ANSWER
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Lecture 20: Chemical Kinetics; The Arrhenius Law; Degree of Disequilibrium; Principle of...
RAG & Vector Search
Lecture 20: Chemical Kinetics; The Arrhenius Law; Degree of Disequilibrium; Principle of...
MIT OpenCourseWare Beginner 1y ago
Lecture 17: Liquid-Liquid Spinodal Decomposition; Introduction to Systems with Chemical Reactions
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Liquid-Liquid Spinodal Decomposition; Introduction to Systems with Chemical Reactions
MIT OpenCourseWare Beginner 1y ago
【L.A. Noire】 No Nonsense November is over, you know what that means | #4
RAG & Vector Search
【L.A. Noire】 No Nonsense November is over, you know what that means | #4
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【SKYRIM】 You can take the girl outta Skyrim but you can't take the Skyrim outta the girl
RAG & Vector Search
【SKYRIM】 You can take the girl outta Skyrim but you can't take the Skyrim outta the girl
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Important announcement (the serious kind)
RAG & Vector Search
Important announcement (the serious kind)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Saying hi to all 914,434 of my subscribers*
RAG & Vector Search
Saying hi to all 914,434 of my subscribers*
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Grunn】 This Gnome Gardening Game Isn't What It Seems
RAG & Vector Search
【Grunn】 This Gnome Gardening Game Isn't What It Seems
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【L.A. Noire】 I keeps one in the chamber in case you ponderin' | #3
RAG & Vector Search
【L.A. Noire】 I keeps one in the chamber in case you ponderin' | #3
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Learn React With This ONE Project
RAG & Vector Search ⚡ AI Lesson
Learn React With This ONE Project
Tech With Tim Beginner 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Build Chroma Search
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Build Chroma Search
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Microsoft Word for Office 365 (Desktop or Online): Part 2
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Self-paced
Microsoft Word for Office 365 (Desktop or Online): Part 2
Opens on Coursera ↗
Developing a Winning Marketing Strategy
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Self-paced
Developing a Winning Marketing Strategy
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Strategic Management Case Study: Analyze & Apply
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Self-paced
Strategic Management Case Study: Analyze & Apply
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Introduction to DevSecOps
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Self-paced
Introduction to DevSecOps
Opens on Coursera ↗
Multimodal RAG with GPT – Build Smarter Search & AI Systems
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Self-paced
Multimodal RAG with GPT – Build Smarter Search & AI Systems
Opens on Coursera ↗