Core AI

RAG & Vector Search

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

5,301
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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Lecture 2: Bounded Linear Operators
RAG & Vector Search
Lecture 2: Bounded Linear Operators
MIT OpenCourseWare Beginner 3y ago
Lecture 3: Quotient Spaces, the Baire Category Theorem and the Uniform Boundedness Theorem
RAG & Vector Search
Lecture 3: Quotient Spaces, the Baire Category Theorem and the Uniform Boundedness Theorem
MIT OpenCourseWare Beginner 3y ago
NER Powered Semantic Search in Python
RAG & Vector Search ⚡ AI Lesson
NER Powered Semantic Search in Python
James Briggs Beginner 3y ago
The Perfect Advanced React/TypeScript Project - Markdown Supported Note Taking With Categories
RAG & Vector Search
The Perfect Advanced React/TypeScript Project - Markdown Supported Note Taking With Categories
Web Dev Simplified Intermediate 3y ago
Coding Interview | QuickSort Overview #shorts #datastructures #codinginterview
RAG & Vector Search ⚡ AI Lesson
Coding Interview | QuickSort Overview #shorts #datastructures #codinginterview
Back to Back SWE Beginner 3y ago
The FASTEST Way to Use Content to Grow Your Business! | #InstagramLive
RAG & Vector Search ⚡ AI Lesson
The FASTEST Way to Use Content to Grow Your Business! | #InstagramLive
Evan Carmichael Beginner 3y ago
He Was the WORST Student, Now He OWNS the School! | @torontodancesalsa | #Shorts
RAG & Vector Search
He Was the WORST Student, Now He OWNS the School! | @torontodancesalsa | #Shorts
Evan Carmichael Beginner 3y ago
Create a song from an image, try it out!
RAG & Vector Search
Create a song from an image, try it out!
AssemblyAI Beginner 3y ago
Hugging Face Datasets #3 | Adding Images
RAG & Vector Search
Hugging Face Datasets #3 | Adding Images
James Briggs Beginner 3y ago
Return Value Optimization and Copy Elision in C++
RAG & Vector Search ⚡ AI Lesson
Return Value Optimization and Copy Elision in C++
mCoding Beginner 3y ago
Summarize and analyze videos with @streamlitofficial and AssemblyAI
RAG & Vector Search
Summarize and analyze videos with @streamlitofficial and AssemblyAI
AssemblyAI Intermediate 3y ago
Exploring News Headlines With Text Clustering | Jay Alammar
RAG & Vector Search
Exploring News Headlines With Text Clustering | Jay Alammar
Cohere Advanced 3y ago
CS50x 2023 - Lecture 8 - HTML, CSS, JavaScript
RAG & Vector Search
CS50x 2023 - Lecture 8 - HTML, CSS, JavaScript
CS50 Beginner 3y ago
This is What Will Happen with Instagram, Facebook and Tiktok Whether You Like it Or Not
RAG & Vector Search
This is What Will Happen with Instagram, Facebook and Tiktok Whether You Like it Or Not
Neil Patel Beginner 3y ago
Introducing fully managed shared storage for VMware Cloud on AWS
RAG & Vector Search ⚡ AI Lesson
Introducing fully managed shared storage for VMware Cloud on AWS
AWS Developers Intermediate 3y ago
Become a Data Engineering Professional in 2022 | Future Trends + Skills Required
RAG & Vector Search
Become a Data Engineering Professional in 2022 | Future Trends + Skills Required
Analytics Vidhya Intermediate 3y ago
Accelerating Adoption of AWS Open-Source Observability Services - AWS Online Tech Talks
RAG & Vector Search
Accelerating Adoption of AWS Open-Source Observability Services - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Terraform's Best Practices and Pitfalls
RAG & Vector Search ⚡ AI Lesson
Terraform's Best Practices and Pitfalls
The New Stack Beginner 3y ago
The Dirty Little Secret About Social Media Marketing
RAG & Vector Search
The Dirty Little Secret About Social Media Marketing
Neil Patel Beginner 3y ago
What does the future of immersive learning look like? | Coursera
RAG & Vector Search
What does the future of immersive learning look like? | Coursera
Coursera Beginner 3y ago
How to Build a Brand - 10 Tips to Get Started
RAG & Vector Search
How to Build a Brand - 10 Tips to Get Started
Marketing 360 Beginner 3y ago
Python Generators
RAG & Vector Search
Python Generators
mCoding Beginner 3y ago
How Coaches Can Leverage a Membership Site 3 Powerful Ways S1E44
RAG & Vector Search
How Coaches Can Leverage a Membership Site 3 Powerful Ways S1E44
Dan Lok Beginner 3y ago
How to Use Azure NLP and Graph Databases for Intelligent Knowledge Mining
RAG & Vector Search ⚡ AI Lesson
How to Use Azure NLP and Graph Databases for Intelligent Knowledge Mining
Analytics Vidhya Beginner 3y ago
Lecture 11: The Lebesgue Integral of a Nonnegative Function and Convergence Theorems
RAG & Vector Search
Lecture 11: The Lebesgue Integral of a Nonnegative Function and Convergence Theorems
MIT OpenCourseWare Beginner 3y ago
Lecture 8: Lebesgue Measurable Subsets and Measure
RAG & Vector Search
Lecture 8: Lebesgue Measurable Subsets and Measure
MIT OpenCourseWare Beginner 3y ago
Lecture 16: Fejer’s Theorem and Convergence of Fourier Series
RAG & Vector Search
Lecture 16: Fejer’s Theorem and Convergence of Fourier Series
MIT OpenCourseWare Beginner 3y ago
Lecture 1: Basic Banach Space Theory
RAG & Vector Search
Lecture 1: Basic Banach Space Theory
MIT OpenCourseWare Beginner 3y ago
Break Free from Comfort Zone Limitations and Live Fully! | Sadhguru
RAG & Vector Search ⚡ AI Lesson
Break Free from Comfort Zone Limitations and Live Fully! | Sadhguru
Evan Carmichael Intermediate 3y ago
How Elon Musk Created Tesla and SpaceX: 7 Essential Strategies!
RAG & Vector Search
How Elon Musk Created Tesla and SpaceX: 7 Essential Strategies!
Evan Carmichael Beginner 3y ago
Denzel Washington’s Message to Fathers | Stop Making This Mistake Now
RAG & Vector Search
Denzel Washington’s Message to Fathers | Stop Making This Mistake Now
Evan Carmichael Beginner 3y ago
"You Can’t Level Up Until You Let Go" | Kevin Gates
RAG & Vector Search ⚡ AI Lesson
"You Can’t Level Up Until You Let Go" | Kevin Gates
Evan Carmichael Intermediate 3y ago
How to Find Purpose Again When You’ve Lost Hope | Brendon Burchard Motivation in 64 Minutes
RAG & Vector Search
How to Find Purpose Again When You’ve Lost Hope | Brendon Burchard Motivation in 64 Minutes
Evan Carmichael Beginner 3y ago
THESE are the KEY HABITS to SUCCESS! | Evan Carmichael | Top 10 Rules
RAG & Vector Search
THESE are the KEY HABITS to SUCCESS! | Evan Carmichael | Top 10 Rules
Evan Carmichael Beginner 3y ago
When Showing Support Seems IMPOSSIBLE (How to Truly Connect!)
RAG & Vector Search
When Showing Support Seems IMPOSSIBLE (How to Truly Connect!)
Evan Carmichael Intermediate 3y ago
Pinecone's New *Hybrid* Search - the future of search?
RAG & Vector Search ⚡ AI Lesson
Pinecone's New *Hybrid* Search - the future of search?
James Briggs Beginner 3y ago
Unlock the POWER of Words | Verbal Mastery That Transforms Your FUTURE
RAG & Vector Search
Unlock the POWER of Words | Verbal Mastery That Transforms Your FUTURE
Evan Carmichael Beginner 3y ago
How to Leverage YouTube Shorts for Explosive Growth | Monetization & Content Strategies
RAG & Vector Search ⚡ AI Lesson
How to Leverage YouTube Shorts for Explosive Growth | Monetization & Content Strategies
Evan Carmichael Beginner 3y ago
FASTEST Way to Transform Your Life: Start NOW
RAG & Vector Search ⚡ AI Lesson
FASTEST Way to Transform Your Life: Start NOW
Evan Carmichael Beginner 3y ago
All new Python 3.11 features! OUT NOW!!!
RAG & Vector Search
All new Python 3.11 features! OUT NOW!!!
AssemblyAI Intermediate 3y ago
How to Use OpenAI Whisper to Fix YouTube Search
RAG & Vector Search
How to Use OpenAI Whisper to Fix YouTube Search
James Briggs Intermediate 3y ago
Breaking the Cycle of Small Thinking | Action Steps for Your Business
RAG & Vector Search
Breaking the Cycle of Small Thinking | Action Steps for Your Business
Evan Carmichael Beginner 3y ago
Build Flutter apps with AWS Amplify for mobile, web, and desktop platforms - AWS Online Tech Talks
RAG & Vector Search
Build Flutter apps with AWS Amplify for mobile, web, and desktop platforms - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Build golden images and deploy resources for 3rd party applications on AWS - AWS Virtual Workshop
RAG & Vector Search
Build golden images and deploy resources for 3rd party applications on AWS - AWS Virtual Workshop
AWS Developers Intermediate 3y ago
Make Your Dreams Your REALITY | Bruce Lipton
RAG & Vector Search
Make Your Dreams Your REALITY | Bruce Lipton
Evan Carmichael Beginner 3y ago
No Matter What, NEVER GIVE UP on Your DREAMS! | Grant Cardone | Top 10 Rules
RAG & Vector Search
No Matter What, NEVER GIVE UP on Your DREAMS! | Grant Cardone | Top 10 Rules
Evan Carmichael Beginner 3y ago
AI-powered iPhone apps to help with everyday life
RAG & Vector Search
AI-powered iPhone apps to help with everyday life
AssemblyAI Beginner 3y ago
How to START Your Day STRONG | Kobe Bryant’s 15-Minute Meditation
RAG & Vector Search ⚡ AI Lesson
How to START Your Day STRONG | Kobe Bryant’s 15-Minute Meditation
Evan Carmichael Beginner 3y ago
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Leading from Within
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Leading from Within
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Splunk Universal Forwarder Configuration and Management
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Adobe InDesign CC: Part 1
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Adobe InDesign CC: Part 1
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Marketing in a Digital World
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Telehealth: Dermatology Assessment
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Big Data Analysis to a Slide Presentation
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