Core AI

RAG & Vector Search

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

5,068
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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YOU Are Saying Türkiye Wrong | Learn in 1 Minute
RAG & Vector Search ⚡ AI Lesson
YOU Are Saying Türkiye Wrong | Learn in 1 Minute
Evan Carmichael Beginner 3y ago
Python tip #3: Write comparisons in one go
RAG & Vector Search
Python tip #3: Write comparisons in one go
AssemblyAI Beginner 3y ago
Jordan Peterson Interviews on Motivation, How to Be the Best Version of Yourself & Discipline!
RAG & Vector Search
Jordan Peterson Interviews on Motivation, How to Be the Best Version of Yourself & Discipline!
Evan Carmichael Beginner 3y ago
Python tip #2: Use Product to quickly iterate through lists
RAG & Vector Search
Python tip #2: Use Product to quickly iterate through lists
AssemblyAI Beginner 3y ago
Lecture 20: Compact Operators and the Spectrum of a Bounded Linear Operator on a Hilbert Space
RAG & Vector Search
Lecture 20: Compact Operators and the Spectrum of a Bounded Linear Operator on a Hilbert Space
MIT OpenCourseWare Beginner 3y ago
Lecture 10: Simple Functions
RAG & Vector Search
Lecture 10: Simple Functions
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
Exploring News Headlines With Text Clustering | Jay Alammar
RAG & Vector Search
Exploring News Headlines With Text Clustering | Jay Alammar
Cohere Advanced 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
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
8 things in Python you didn't realize are descriptors
RAG & Vector Search
8 things in Python you didn't realize are descriptors
mCoding Beginner 3y ago
The Long Term Marketing Tactic You Need to Start Focusing On
RAG & Vector Search
The Long Term Marketing Tactic You Need to Start Focusing On
Neil Patel Beginner 3y ago
How Pain Can Lead You to Your Purpose | Matthew Perry’s Powerful Message
RAG & Vector Search
How Pain Can Lead You to Your Purpose | Matthew Perry’s Powerful Message
Evan Carmichael Intermediate 3y ago
Python tip #1: how to combine list, tuple and set
RAG & Vector Search
Python tip #1: how to combine list, tuple and set
AssemblyAI Beginner 3y ago
Bruce Lipton: Unleashing the Power Within - The Secret of Sticking to Your Life's Desire
RAG & Vector Search
Bruce Lipton: Unleashing the Power Within - The Secret of Sticking to Your Life's Desire
Evan Carmichael Intermediate 3y ago
Breaking Free From Toxic Friends | Protect Your Mind and Your Future
RAG & Vector Search
Breaking Free From Toxic Friends | Protect Your Mind and Your Future
Evan Carmichael Intermediate 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 15: Orthonormal Bases and Fourier Series
RAG & Vector Search ⚡ AI Lesson
Lecture 15: Orthonormal Bases and Fourier Series
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 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 1: Basic Banach Space Theory
RAG & Vector Search
Lecture 1: Basic Banach Space Theory
MIT OpenCourseWare 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
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
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
"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
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
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
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
Unlock Personal Growth | Make Courageous Shifts in 63 Minutes
RAG & Vector Search
Unlock Personal Growth | Make Courageous Shifts in 63 Minutes
Evan Carmichael Beginner 3y ago
Should you use APIs or open-source libraries for speech recognition?
RAG & Vector Search ⚡ AI Lesson
Should you use APIs or open-source libraries for speech recognition?
AssemblyAI Beginner 3y ago
How to generate speech from text in Python
RAG & Vector Search
How to generate speech from text in Python
AssemblyAI Beginner 3y ago
This RULE is 99.9% of SUCCESS! | Grant Cardone | #Entspresso
RAG & Vector Search
This RULE is 99.9% of SUCCESS! | Grant Cardone | #Entspresso
Evan Carmichael Beginner 3y ago
Mel Robbins: 10 Productivity Habits That Will Change Your Life Forever!
RAG & Vector Search
Mel Robbins: 10 Productivity Habits That Will Change Your Life Forever!
Evan Carmichael Beginner 3y ago
Elon Musk’s FEARLESS Mindset | Defy Doubt and Win
RAG & Vector Search
Elon Musk’s FEARLESS Mindset | Defy Doubt and Win
Evan Carmichael Beginner 3y ago
6 steps to build ML projects
RAG & Vector Search ⚡ AI Lesson
6 steps to build ML projects
AssemblyAI Intermediate 3y ago
STAY CURIOUS: Why Curiosity is Key to Business Success
RAG & Vector Search
STAY CURIOUS: Why Curiosity is Key to Business Success
Evan Carmichael Beginner 3y ago
📚 Continue on Coursera External links · Free to audit
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Applied Generative AI & NLP with Python
📚 External: Coursera ↗
Self-paced
Applied Generative AI & NLP with Python
Opens on Coursera ↗
AI Enhancement with Knowledge Graphs - Mastering RAG Systems
📚 External: Coursera ↗
Self-paced
AI Enhancement with Knowledge Graphs - Mastering RAG Systems
Opens on Coursera ↗
AI Systems Design: RAG Pipelines and LLM Architecture
📚 External: Coursera ↗
Self-paced
AI Systems Design: RAG Pipelines and LLM Architecture
Opens on Coursera ↗
Advanced Retrieval for AI with Chroma
📚 External: Coursera ↗
Self-paced
Advanced Retrieval for AI with Chroma
Opens on Coursera ↗
Harnessing LLMs & Text-Embeddings API with Google Vertex AI
📚 External: Coursera ↗
Self-paced
Harnessing LLMs & Text-Embeddings API with Google Vertex AI
Opens on Coursera ↗
Vector Databases Deep Dive
📚 External: Coursera ↗
Self-paced
Vector Databases Deep Dive
Opens on Coursera ↗