Core AI

RAG & Vector Search

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

5,069
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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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
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
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
str/int: Controversial breaking change added to Python
RAG & Vector Search
str/int: Controversial breaking change added to Python
mCoding 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 16: Fundamental Welfare Theorems
RAG & Vector Search
Lecture 16: Fundamental Welfare Theorems
MIT OpenCourseWare Intermediate 3y ago
Lecture 21: Bubbles
RAG & Vector Search
Lecture 21: Bubbles
MIT OpenCourseWare Intermediate 3y ago
Tina Huang: Data-Driven Business Growth
RAG & Vector Search
Tina Huang: Data-Driven Business Growth
365 Data Science Intermediate 3y ago
8 quick ways to create numpy arrays
RAG & Vector Search
8 quick ways to create numpy arrays
AssemblyAI Beginner 3y ago
Numpy tip of the day!
RAG & Vector Search
Numpy tip of the day!
AssemblyAI 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
What Are React Fragments?
RAG & Vector Search
What Are React Fragments?
Web Dev Simplified Intermediate 3y ago
Unlocking your CPU cores in Python (multiprocessing)
RAG & Vector Search
Unlocking your CPU cores in Python (multiprocessing)
mCoding 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
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
Unlock Consistency with Ease | How to Build Momentum
RAG & Vector Search
Unlock Consistency with Ease | How to Build Momentum
Evan Carmichael Intermediate 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
Lecture 14: Real and Financial Flows: Thailand
RAG & Vector Search ⚡ AI Lesson
Lecture 14: Real and Financial Flows: Thailand
MIT OpenCourseWare Intermediate 3y ago
Lecture 19: Identification and Falsification
RAG & Vector Search
Lecture 19: Identification and Falsification
MIT OpenCourseWare Intermediate 3y ago
Lecture 2: Consumer Choice
RAG & Vector Search
Lecture 2: Consumer Choice
MIT OpenCourseWare Intermediate 3y ago
Lecture 1: Economic Science
RAG & Vector Search
Lecture 1: Economic Science
MIT OpenCourseWare Intermediate 3y ago
Lecture 5: Uncertainty and Linear Programs
RAG & Vector Search ⚡ AI Lesson
Lecture 5: Uncertainty and Linear Programs
MIT OpenCourseWare Intermediate 3y ago
Lecture 6: Dynamics and Programming
RAG & Vector Search
Lecture 6: Dynamics and Programming
MIT OpenCourseWare Intermediate 3y ago
Lecture 9: Risk-Sharing with Production
RAG & Vector Search
Lecture 9: Risk-Sharing with Production
MIT OpenCourseWare Intermediate 3y ago
Lecture 18: Aggregation
RAG & Vector Search ⚡ AI Lesson
Lecture 18: Aggregation
MIT OpenCourseWare Intermediate 3y ago
Lecture 4: Production and Profit Maximization
RAG & Vector Search ⚡ AI Lesson
Lecture 4: Production and Profit Maximization
MIT OpenCourseWare Intermediate 3y ago
Lecture 17: Existence of Equilibria
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Existence of Equilibria
MIT OpenCourseWare Beginner 3y ago
11B. Networks 3: The Future of Computational Biology: Cellular, Developmental, Social,...
RAG & Vector Search ⚡ AI Lesson
11B. Networks 3: The Future of Computational Biology: Cellular, Developmental, Social,...
MIT OpenCourseWare Intermediate 3y ago
6B. RNA 2: Clustering by Gene or Condition and Other Regulon Data Sources Nucleic Acid ...
RAG & Vector Search
6B. RNA 2: Clustering by Gene or Condition and Other Regulon Data Sources Nucleic Acid ...
MIT OpenCourseWare Intermediate 3y ago
8B. Protein 2: Mass Spectrometry, Post-synthetic Modifications, Quantitation of Protein...
RAG & Vector Search ⚡ AI Lesson
8B. Protein 2: Mass Spectrometry, Post-synthetic Modifications, Quantitation of Protein...
MIT OpenCourseWare Intermediate 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
7B. Protein 1: 3D Structural Genomics, Homology, Catalytic and Regulatory Dynamics, Fun...
RAG & Vector Search ⚡ AI Lesson
7B. Protein 1: 3D Structural Genomics, Homology, Catalytic and Regulatory Dynamics, Fun...
MIT OpenCourseWare Intermediate 3y ago
8A. Protein 2: Mass Spectrometry, Post-synthetic Modifications, Quantitation of Protein...
RAG & Vector Search
8A. Protein 2: Mass Spectrometry, Post-synthetic Modifications, Quantitation of Protein...
MIT OpenCourseWare Intermediate 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
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Create Embeddings, Vector Search, and RAG with BigQuery
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Self-paced
Create Embeddings, Vector Search, and RAG with BigQuery
Opens on Coursera ↗
Manage Data in Chroma
📚 External: Coursera ↗
Self-paced
Manage Data in Chroma
Opens on Coursera ↗
Vector Database Projects: AI Recommendation Systems
📚 External: Coursera ↗
Self-paced
Vector Database Projects: AI Recommendation Systems
Opens on Coursera ↗
Deploy Vector DBs Securely
📚 External: Coursera ↗
Self-paced
Deploy Vector DBs Securely
Opens on Coursera ↗
Optimize and Migrate Vectors
📚 External: Coursera ↗
Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Advance Multi-Agent Systems & Production AI with LangSmith
📚 External: Coursera ↗
Self-paced
Advance Multi-Agent Systems & Production AI with LangSmith
Opens on Coursera ↗