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 18: The Adjoint of a Bounded Linear Operator on a Hilbert Space
RAG & Vector Search
Lecture 18: The Adjoint of a Bounded Linear Operator on a Hilbert Space
MIT OpenCourseWare Beginner 3y ago
Lecture 13: Lp Space Theory
RAG & Vector Search
Lecture 13: Lp Space Theory
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
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
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
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
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
Lecture 21: The Spectrum of Self-Adjoint Operators and the Eigenspaces of Compact Self-Adjoint...
RAG & Vector Search
Lecture 21: The Spectrum of Self-Adjoint Operators and the Eigenspaces of Compact Self-Adjoint...
MIT OpenCourseWare Beginner 3y ago
Lecture 17: Minimizers, Orthogonal Complements and the Riesz Representation Theorem
RAG & Vector Search
Lecture 17: Minimizers, Orthogonal Complements and the Riesz Representation Theorem
MIT OpenCourseWare Beginner 3y ago
Lecture 23: The Dirichlet Problem on an Interval
RAG & Vector Search ⚡ AI Lesson
Lecture 23: The Dirichlet Problem on an Interval
MIT OpenCourseWare Beginner 3y ago
Lecture 12: Lebesgue Integrable Functions, the Lebesgue Integral and the Dominated Convergence...
RAG & Vector Search ⚡ AI Lesson
Lecture 12: Lebesgue Integrable Functions, the Lebesgue Integral and the Dominated Convergence...
MIT OpenCourseWare Beginner 3y ago
Lecture 5: Zorn’s Lemma and the Hahn-Banach Theorem
RAG & Vector Search ⚡ AI Lesson
Lecture 5: Zorn’s Lemma and the Hahn-Banach Theorem
MIT OpenCourseWare Beginner 3y ago
Lecture 15: Orthonormal Bases and Fourier Series
RAG & Vector Search ⚡ AI Lesson
Lecture 15: Orthonormal Bases and Fourier Series
MIT OpenCourseWare Beginner 3y ago
Lecture 22: The Spectral Theorem for a Compact Self-Adjoint Operator
RAG & Vector Search
Lecture 22: The Spectral Theorem for a Compact Self-Adjoint Operator
MIT OpenCourseWare Beginner 3y ago
Lecture 9: Lebesgue Measurable Functions
RAG & Vector Search ⚡ AI Lesson
Lecture 9: Lebesgue Measurable Functions
MIT OpenCourseWare Beginner 3y ago
Lecture 6: The Double Dual and the Outer Measure of a Subset of Real Numbers
RAG & Vector Search
Lecture 6: The Double Dual and the Outer Measure of a Subset of Real Numbers
MIT OpenCourseWare Beginner 3y ago
Lecture 4: The Open Mapping Theorem and the Closed Graph Theorem
RAG & Vector Search
Lecture 4: The Open Mapping Theorem and the Closed Graph Theorem
MIT OpenCourseWare Beginner 3y ago
Lecture 7: Sigma Algebras
RAG & Vector Search
Lecture 7: Sigma Algebras
MIT OpenCourseWare Beginner 3y ago
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
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
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
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
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
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
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
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
📚 Coursera Courses Opens on Coursera · Free to audit
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Applied Generative AI & NLP with Python
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Self-paced
Applied Generative AI & NLP with Python
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Asset Pricing Models
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Self-paced
Asset Pricing Models
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Game Design and Development 1: 2D Shooter
📚 Coursera Course ↗
Self-paced
Game Design and Development 1: 2D Shooter
Opens on Coursera ↗
Build a website using Wix Artificial Design Intelligence
📚 Coursera Course ↗
Self-paced
Build a website using Wix Artificial Design Intelligence
Opens on Coursera ↗
Cloud Filestore: Qwik Start
📚 Coursera Course ↗
Self-paced
Cloud Filestore: Qwik Start
Opens on Coursera ↗
Data calculations in Microsoft Excel
📚 Coursera Course ↗
Self-paced
Data calculations in Microsoft Excel
Opens on Coursera ↗