Core AI

RAG & Vector Search

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

4,987
lessons
Skills in this topic
View full skill map →
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
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
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
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
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 Google Ads helped Bar à Boucle achieve a €9 return from every €1 invested on average
RAG & Vector Search
How Google Ads helped Bar à Boucle achieve a €9 return from every €1 invested on average
Google Ads Beginner 3y ago
How Brands Are Using TikTok in Q4 (Organic + Paid Ad Strategies)
RAG & Vector Search
How Brands Are Using TikTok in Q4 (Organic + Paid Ad Strategies)
Chase Chappell Beginner 3y ago
Stress Testing Qdrant (Semantic Search) with 90,000 vectors - lightning fast search microservice
RAG & Vector Search ⚡ AI Lesson
Stress Testing Qdrant (Semantic Search) with 90,000 vectors - lightning fast search microservice
David Shapiro Beginner 3y ago
Semantic search for AI - testing out Qdrant neural search
RAG & Vector Search
Semantic search for AI - testing out Qdrant neural search
David Shapiro Beginner 3y ago
Austin Vernon - Energy Superabundance, Starship Missiles, & Finding Alpha
RAG & Vector Search
Austin Vernon - Energy Superabundance, Starship Missiles, & Finding Alpha
Dwarkesh Patel Beginner 3y ago
How To Survive a Computer Science Degree
RAG & Vector Search
How To Survive a Computer Science Degree
Tech With Tim Beginner 3y ago
Lecture 17: Existence of Equilibria
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Existence of Equilibria
MIT OpenCourseWare Beginner 3y ago
3A. DNA 1: Genome Sequencing, Polymorphisms, Populations, Statistics, Pharmacogenomics...
RAG & Vector Search ⚡ AI Lesson
3A. DNA 1: Genome Sequencing, Polymorphisms, Populations, Statistics, Pharmacogenomics...
MIT OpenCourseWare Beginner 3y ago
My 7 Favorite Social Media Tools (That Are Free)
RAG & Vector Search
My 7 Favorite Social Media Tools (That Are Free)
Neil Patel Beginner 3y ago
Least Recently Used: Python's lru_cache and Caching Strategies
RAG & Vector Search
Least Recently Used: Python's lru_cache and Caching Strategies
Real Python Beginner 3y ago
Watch This Before You Build Your Next Project
RAG & Vector Search
Watch This Before You Build Your Next Project
Web Dev Simplified Beginner 3y ago
Play This Video At My Funeral...
RAG & Vector Search ⚡ AI Lesson
Play This Video At My Funeral...
Russell Brunson Beginner 4y ago
【MINECRAFT】 Gearing Up
RAG & Vector Search
【MINECRAFT】 Gearing Up
Ceres Fauna Ch. hololive-EN Beginner 4y ago
Day 5 - Relaxing Yoga | RISE & SHINE YOGA CHALLENGE ☀️
RAG & Vector Search
Day 5 - Relaxing Yoga | RISE & SHINE YOGA CHALLENGE ☀️
Jess Yoga Beginner 4y ago
How to generate speech from text in Python
RAG & Vector Search
How to generate speech from text in Python
AssemblyAI 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
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
THIS is the SECRET to Becoming More FOCUSED! | Ed Mylett | #Entspresso
RAG & Vector Search
THIS is the SECRET to Becoming More FOCUSED! | Ed Mylett | #Entspresso
Evan Carmichael Beginner 3y ago
HOW TO Scale Like Bezos & Zuckerberg
RAG & Vector Search ⚡ AI Lesson
HOW TO Scale Like Bezos & Zuckerberg
Evan Carmichael Beginner 3y ago
PRESENCE=CLARITY: Unlocking the Power of Being Fully Present
RAG & Vector Search
PRESENCE=CLARITY: Unlocking the Power of Being Fully Present
Evan Carmichael Beginner 3y ago
STOP Complaining | Learn to Build Trust and WIN Every Time
RAG & Vector Search
STOP Complaining | Learn to Build Trust and WIN Every Time
Evan Carmichael Beginner 3y ago
MINDSET SHIFT That You Need to Make IF You Want to Be WEALTHY! | Dean Graziosi | Top 10 Rules
RAG & Vector Search
MINDSET SHIFT That You Need to Make IF You Want to Be WEALTHY! | Dean Graziosi | Top 10 Rules
Evan Carmichael Beginner 3y ago
Listen to THIS Everyday - Powerful MANIFESTATION Technique!
RAG & Vector Search ⚡ AI Lesson
Listen to THIS Everyday - Powerful MANIFESTATION Technique!
Evan Carmichael Beginner 3y ago
Unlock Your Potential Now | Key Questions Oprah Wants You to Ask Today
RAG & Vector Search
Unlock Your Potential Now | Key Questions Oprah Wants You to Ask Today
Evan Carmichael Beginner 3y ago
str/int: Controversial breaking change added to Python
RAG & Vector Search
str/int: Controversial breaking change added to Python
mCoding Beginner 3y ago
How to Figure Out What Content to Make! | #InstagramLive
RAG & Vector Search
How to Figure Out What Content to Make! | #InstagramLive
Evan Carmichael Beginner 3y ago
You Can't Fix What You Can't See | Make the Shift with Expert Insights
RAG & Vector Search
You Can't Fix What You Can't See | Make the Shift with Expert Insights
Evan Carmichael Beginner 3y ago
What to DO When Your CHANNEL is Going DOWN? | #Brandlytics
RAG & Vector Search ⚡ AI Lesson
What to DO When Your CHANNEL is Going DOWN? | #Brandlytics
Evan Carmichael Beginner 3y ago
Jim Collins Reveals the ONE THING Effective People DO
RAG & Vector Search ⚡ AI Lesson
Jim Collins Reveals the ONE THING Effective People DO
Evan Carmichael Beginner 3y ago
Nexus update: Integrating semantic embeddings
RAG & Vector Search
Nexus update: Integrating semantic embeddings
David Shapiro Beginner 3y ago
8 quick ways to create numpy arrays
RAG & Vector Search
8 quick ways to create numpy arrays
AssemblyAI Beginner 3y ago
2A. Intro 2: Biological Side of Computational Biology. Comparative Genomics, Models & A...
RAG & Vector Search
2A. Intro 2: Biological Side of Computational Biology. Comparative Genomics, Models & A...
MIT OpenCourseWare Beginner 3y ago
1A. Intro 1: Computational Side of Computational Biology. Statistics; Perl, Mathematica
RAG & Vector Search ⚡ AI Lesson
1A. Intro 1: Computational Side of Computational Biology. Statistics; Perl, Mathematica
MIT OpenCourseWare Beginner 3y ago
1B. Intro 1: Computational Side of Computational Biology. Statistics; Perl, Mathematica
RAG & Vector Search ⚡ AI Lesson
1B. Intro 1: Computational Side of Computational Biology. Statistics; Perl, Mathematica
MIT OpenCourseWare Beginner 3y ago
Numpy tip of the day!
RAG & Vector Search
Numpy tip of the day!
AssemblyAI Beginner 3y ago
Unlocking your CPU cores in Python (multiprocessing)
RAG & Vector Search
Unlocking your CPU cores in Python (multiprocessing)
mCoding Beginner 3y ago
Lecture 13: Limits of Functions
RAG & Vector Search
Lecture 13: Limits of Functions
MIT OpenCourseWare Beginner 3y ago
Here’s Why I Don’t Blog As Often as I Used To
RAG & Vector Search
Here’s Why I Don’t Blog As Often as I Used To
Neil Patel Beginner 4y ago
📚 Continue on Coursera External links · Free to audit
1 / 3 View all →
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
📚 External: Coursera ↗
Self-paced
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
Opens on Coursera ↗
Create Chatbots & NLP Apps
📚 External: Coursera ↗
Self-paced
Create Chatbots & NLP Apps
Opens on Coursera ↗
Building Multimodal Data Pipelines
📚 External: Coursera ↗
Self-paced
Building Multimodal Data Pipelines
Opens on Coursera ↗
Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
📚 External: Coursera ↗
Self-paced
Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
Opens on Coursera ↗
Introduction to DevSecOps
📚 External: Coursera ↗
Self-paced
Introduction to DevSecOps
Opens on Coursera ↗
Criar embeddings, pesquisa vetorial e RAG com o BigQuery
📚 External: Coursera ↗
Self-paced
Criar embeddings, pesquisa vetorial e RAG com o BigQuery
Opens on Coursera ↗