Core AI

RAG & Vector Search

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

5,308
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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New Way Now: Xometry revolutionizes custom manufacturing with Google Cloud Consulting and Vertex AI
RAG & Vector Search
New Way Now: Xometry revolutionizes custom manufacturing with Google Cloud Consulting and Vertex AI
Google Cloud 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
【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
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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Advanced Django: Introduction to Django Rest Framework
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Advanced Django: Introduction to Django Rest Framework
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Optimize and Migrate Vectors
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Optimize and Migrate Vectors
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Amazon S3 Deep Dive – Complete AWS Cloud Storage Guide
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Amazon S3 Deep Dive – Complete AWS Cloud Storage Guide
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Modern C++ Features & Concurrency
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Modern C++ Features & Concurrency
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Red Hat Certified Engineer (RHCE) EX294: Unit 3
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Self-paced
Red Hat Certified Engineer (RHCE) EX294: Unit 3
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Servicemembers Civil Relief Act and Military Lending Act
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Servicemembers Civil Relief Act and Military Lending Act
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