Core AI

RAG & Vector Search

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

5,283
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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Beyond the well-mixed room: Natural convection
RAG & Vector Search ⚡ AI Lesson
Beyond the well-mixed room: Natural convection
MIT OpenCourseWare Intermediate 5y ago
Airborne disease transmission in a well-mixed room: Drop-size distributions
RAG & Vector Search ⚡ AI Lesson
Airborne disease transmission in a well-mixed room: Drop-size distributions
MIT OpenCourseWare Intermediate 5y ago
Lowering the Budget Mk6 GTI
RAG & Vector Search ⚡ AI Lesson
Lowering the Budget Mk6 GTI
mk8Matt Intermediate 5y ago
[April Fools 2021] Python 4.0! New old print, mandatory static typing, StackOverflow integration
RAG & Vector Search ⚡ AI Lesson
[April Fools 2021] Python 4.0! New old print, mandatory static typing, StackOverflow integration
mCoding Intermediate 5y ago
BC Racing BR Coilovers Unboxing
RAG & Vector Search ⚡ AI Lesson
BC Racing BR Coilovers Unboxing
mk8Matt Intermediate 5y ago
The big back button quiz - HTTP 203
RAG & Vector Search
The big back button quiz - HTTP 203
Chrome for Developers Intermediate 5y ago
Organizing, Visualizing, [[Linking]] Family Ancestry In Obsidian
RAG & Vector Search
Organizing, Visualizing, [[Linking]] Family Ancestry In Obsidian
Bryan Jenks Intermediate 5y ago
Texas's power disaster is a warning sign for the US
RAG & Vector Search
Texas's power disaster is a warning sign for the US
Vox Intermediate 5y ago
Moving Average Process - Applied Time Series Analysis in Python and TensorFlow
RAG & Vector Search ⚡ AI Lesson
Moving Average Process - Applied Time Series Analysis in Python and TensorFlow
Data Science with Marco Intermediate 5y ago
SEO news: Easier migration from HTTP to HTTPS in WordPress 5.7
RAG & Vector Search
SEO news: Easier migration from HTTP to HTTPS in WordPress 5.7
Yoast Intermediate 5y ago
Instagram Wants You to Stop Posting Feed Content in Stories | From Ep. 160
RAG & Vector Search ⚡ AI Lesson
Instagram Wants You to Stop Posting Feed Content in Stories | From Ep. 160
Search Engine Journal Intermediate 5y ago
Beyond fast with new performance features
RAG & Vector Search ⚡ AI Lesson
Beyond fast with new performance features
Chrome for Developers Intermediate 5y ago
Succeed on YouTube in 2021 - Make Money Even if You're an Average Joe
RAG & Vector Search
Succeed on YouTube in 2021 - Make Money Even if You're an Average Joe
Income School Intermediate 5y ago
Creating prosocial games
RAG & Vector Search
Creating prosocial games
Google for Developers Intermediate 5y ago
Can Trump steal the election?
RAG & Vector Search
Can Trump steal the election?
Vox Intermediate 5y ago
German / Google SEO Sprechstunden auf Deutsch vom 29. Oktober 2020
RAG & Vector Search
German / Google SEO Sprechstunden auf Deutsch vom 29. Oktober 2020
Google Search Central Intermediate 5y ago
You Are the Prize: How to Hire the Right Boss and Employer for a More Fulfilling Career | InfoSteph
RAG & Vector Search ⚡ AI Lesson
You Are the Prize: How to Hire the Right Boss and Employer for a More Fulfilling Career | InfoSteph
SANS Institute Intermediate 5y ago
Dealing with Doubt in Data Science (My Impostor Syndrome Story)
RAG & Vector Search
Dealing with Doubt in Data Science (My Impostor Syndrome Story)
Ken Jee Intermediate 5y ago
Why are you still using HTTP?
RAG & Vector Search
Why are you still using HTTP?
David Bombal Intermediate 5y ago
German / Google SEO Sprechstunden auf Deutsch vom 15. Oktober 2020
RAG & Vector Search
German / Google SEO Sprechstunden auf Deutsch vom 15. Oktober 2020
Google Search Central Intermediate 5y ago
Closing Remarks: Raghav Gupta, MD, Coursera - India & APAC [Building the University of the Future]
RAG & Vector Search
Closing Remarks: Raghav Gupta, MD, Coursera - India & APAC [Building the University of the Future]
Coursera Intermediate 5y ago
Get Your Dream Job in 2020 w/ Petrula Vrontikis
RAG & Vector Search
Get Your Dream Job in 2020 w/ Petrula Vrontikis
The Futur Intermediate 5y ago
How To Go From Zero to 100,000 Subscribers on YouTube - YouTube Unlocked - Module 1 - Lesson 1
RAG & Vector Search
How To Go From Zero to 100,000 Subscribers on YouTube - YouTube Unlocked - Module 1 - Lesson 1
Neil Patel Intermediate 5y ago
Full Stack Photobook App | Vue, GraphQL, AWS Amplify
RAG & Vector Search ⚡ AI Lesson
Full Stack Photobook App | Vue, GraphQL, AWS Amplify
Traversy Media Intermediate 5y ago
Create devops workspaces in Microsoft Teams
RAG & Vector Search
Create devops workspaces in Microsoft Teams
Microsoft 365 Developer Intermediate 5y ago
Elevate user experiences with Microsoft Teams and Adaptive Cards
RAG & Vector Search
Elevate user experiences with Microsoft Teams and Adaptive Cards
Microsoft 365 Developer Intermediate 5y ago
Is human evolution speeding up or slowing down? - Laurence Hurst
RAG & Vector Search
Is human evolution speeding up or slowing down? - Laurence Hurst
TED-Ed Intermediate 5y ago
The Opportunity of Open Source to Create Opportunities for Others
RAG & Vector Search ⚡ AI Lesson
The Opportunity of Open Source to Create Opportunities for Others
The New Stack Intermediate 5y ago
Epidemiological models: Disease spreading in a population
RAG & Vector Search
Epidemiological models: Disease spreading in a population
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Viruses
RAG & Vector Search
Transfer of respiratory pathogens: Viruses
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Release of viral load from a drop (ASIDE)
RAG & Vector Search
Transfer of respiratory pathogens: Release of viral load from a drop (ASIDE)
MIT OpenCourseWare Intermediate 5y ago
Airborne disease transmission in a well-mixed room: Air filtration versus masks
RAG & Vector Search
Airborne disease transmission in a well-mixed room: Air filtration versus masks
MIT OpenCourseWare Intermediate 5y ago
Beyond the well-mixed room: Turbulent jets (ASIDE)
RAG & Vector Search
Beyond the well-mixed room: Turbulent jets (ASIDE)
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Airborne droplets
RAG & Vector Search
Transfer of respiratory pathogens: Airborne droplets
MIT OpenCourseWare Intermediate 5y ago
Budget Mk6 GTI - Wheels Tires and Brakes
RAG & Vector Search ⚡ AI Lesson
Budget Mk6 GTI - Wheels Tires and Brakes
mk8Matt Intermediate 5y ago
Mk6 GTI Exhaust Flames Compilation
RAG & Vector Search ⚡ AI Lesson
Mk6 GTI Exhaust Flames Compilation
mk8Matt Intermediate 5y ago
SAVE your Turbo with this cheap Mod! - Mk6 GTI Rattle Clip Install
RAG & Vector Search ⚡ AI Lesson
SAVE your Turbo with this cheap Mod! - Mk6 GTI Rattle Clip Install
mk8Matt Intermediate 5y ago
What Joe Biden won – and what he didn't
RAG & Vector Search
What Joe Biden won – and what he didn't
Vox Intermediate 5y ago
Video 6: Ohm's Law (online class)
RAG & Vector Search
Video 6: Ohm's Law (online class)
MIT OpenCourseWare Intermediate 5y ago
Class 5: Blockchain Technology & Cryptocurrencies
RAG & Vector Search
Class 5: Blockchain Technology & Cryptocurrencies
MIT OpenCourseWare Intermediate 5y ago
Class 11: Coronavirus Crisis & Finance
RAG & Vector Search
Class 11: Coronavirus Crisis & Finance
MIT OpenCourseWare Intermediate 5y ago
Class 7: Credit & Lending
RAG & Vector Search
Class 7: Credit & Lending
MIT OpenCourseWare Intermediate 5y ago
Class 4: Open APIs & Marketing Channels
RAG & Vector Search
Class 4: Open APIs & Marketing Channels
MIT OpenCourseWare Intermediate 5y ago
Class 12: Conclusion
RAG & Vector Search
Class 12: Conclusion
MIT OpenCourseWare Intermediate 5y ago
Class 8: Challenger Banks
RAG & Vector Search
Class 8: Challenger Banks
MIT OpenCourseWare Intermediate 5y ago
Mk6 GTI Deep Cleaning Before Winter (Satisfying)
RAG & Vector Search ⚡ AI Lesson
Mk6 GTI Deep Cleaning Before Winter (Satisfying)
mk8Matt Intermediate 5y ago
Building zero friction apps on Teams with SSO and Microsoft Graph
RAG & Vector Search
Building zero friction apps on Teams with SSO and Microsoft Graph
Microsoft 365 Developer Intermediate 5y ago
MK6 GTI Exhaust - BEST MK6 GTI EXHAUST! Pops & Bangs DSG Farts Launch Control & Turbo
RAG & Vector Search ⚡ AI Lesson
MK6 GTI Exhaust - BEST MK6 GTI EXHAUST! Pops & Bangs DSG Farts Launch Control & Turbo
mk8Matt Intermediate 5y ago
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Capstone: Application de la gestion de projets dans le monde réel
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Self-paced
Capstone: Application de la gestion de projets dans le monde réel
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Programming Foundations with JavaScript, HTML and CSS
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Programming Foundations with JavaScript, HTML and CSS
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Foundations of Teaching for Learning Capstone: The Reflective Practitioner
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Foundations of Teaching for Learning Capstone: The Reflective Practitioner
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Inventory Management
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Inventory Management
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Weaviate Database Mastery
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Weaviate Database Mastery
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AWS Foundations and Core Services
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AWS Foundations and Core Services
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