Core AI

RAG & Vector Search

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

4,916
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
Problem Solving Techniques For Programming - How To Actually Get Good
RAG & Vector Search ⚡ AI Lesson
Problem Solving Techniques For Programming - How To Actually Get Good
Tech With Tim Beginner 1y ago
【THE WITCHER 3】 Reports of The Witcher 3's death are greatly exaggerated | #14
RAG & Vector Search
【THE WITCHER 3】 Reports of The Witcher 3's death are greatly exaggerated | #14
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Stop Scrolling: How to Take Back Control from Your Phone
RAG & Vector Search ⚡ AI Lesson
Stop Scrolling: How to Take Back Control from Your Phone
Ali Abdaal Beginner 1y ago
【Crow Country】 Will You Survive This Mystery and Monster Filled Theme Park? No no NO nno | #2
RAG & Vector Search
【Crow Country】 Will You Survive This Mystery and Monster Filled Theme Park? No no NO nno | #2
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Lecture 19: Inverters, Part 3
RAG & Vector Search
Lecture 19: Inverters, Part 3
MIT OpenCourseWare Beginner 1y ago
Lecture 36: Resonant Power Conversion, Part 2
RAG & Vector Search
Lecture 36: Resonant Power Conversion, Part 2
MIT OpenCourseWare Beginner 1y ago
THIS is How you do E-commerce SEO on Easy Mode
RAG & Vector Search
THIS is How you do E-commerce SEO on Easy Mode
Matt Diggity Beginner 1y ago
The Truth About Learning Python in 2024
RAG & Vector Search ⚡ AI Lesson
The Truth About Learning Python in 2024
Tech With Tim Beginner 1y ago
100% Code Coverage Is Useless
RAG & Vector Search
100% Code Coverage Is Useless
Web Dev Simplified Beginner 1y ago
RAG in Python Made Easy with PostgresML
RAG & Vector Search ⚡ AI Lesson
RAG in Python Made Easy with PostgresML
NeuralNine Beginner 1y ago
Scott Galloway: We’re Raising The Most Unhappy Generation In History! Hard Work Doesn't Build Wealth
RAG & Vector Search ⚡ AI Lesson
Scott Galloway: We’re Raising The Most Unhappy Generation In History! Hard Work Doesn't Build Wealth
The Diary Of A CEO Beginner 1y ago
A scalable, open-source RAG stack with Weaviate, JP Hwang, Weaviate
RAG & Vector Search ⚡ AI Lesson
A scalable, open-source RAG stack with Weaviate, JP Hwang, Weaviate
Mel Flores Salman Beginner 1y ago
Why fish are better at breathing than you are - Dan Kwartler
RAG & Vector Search
Why fish are better at breathing than you are - Dan Kwartler
TED-Ed Beginner 1y ago
How to Turn Job Loss into a Creative Career Opportunity w/ Matt Bretz
RAG & Vector Search ⚡ AI Lesson
How to Turn Job Loss into a Creative Career Opportunity w/ Matt Bretz
The Futur Beginner 1y ago
Evan Carmichael's Top 10 Rules for Success
RAG & Vector Search ⚡ AI Lesson
Evan Carmichael's Top 10 Rules for Success
Evan Carmichael Beginner 1y ago
What I Learned Living with Depression and Anxiety as a Content Creator
RAG & Vector Search
What I Learned Living with Depression and Anxiety as a Content Creator
Income School Beginner 1y ago
3D GENERATION from a single image
RAG & Vector Search ⚡ AI Lesson
3D GENERATION from a single image
AssemblyAI Beginner 1y ago
Clone your voice and speak 30+ languages #voicecloning #python #elevenlabs #coding #voicetranslator
RAG & Vector Search
Clone your voice and speak 30+ languages #voicecloning #python #elevenlabs #coding #voicetranslator
AssemblyAI Beginner 1y ago
GraphRAG Ollama: 100% Local Setup, Keeping your Data Private
RAG & Vector Search
GraphRAG Ollama: 100% Local Setup, Keeping your Data Private
Mervin Praison Beginner 1y ago
Ask Me Anything Session | GeeksforGeeks X Adobe GenSolve Hackathon: Innovate to Impact
RAG & Vector Search
Ask Me Anything Session | GeeksforGeeks X Adobe GenSolve Hackathon: Innovate to Impact
GeeksforGeeks Beginner 2y ago
What are Call To Actions in Digital Marketing?
RAG & Vector Search
What are Call To Actions in Digital Marketing?
Matt Diggity Beginner 2y ago
GraphRAG: The Most Incredible RAG Strategy Revealed
RAG & Vector Search ⚡ AI Lesson
GraphRAG: The Most Incredible RAG Strategy Revealed
Mervin Praison Beginner 2y ago
What is a generative feedback loop and how does it help? #generativeai #llms #rag
RAG & Vector Search ⚡ AI Lesson
What is a generative feedback loop and how does it help? #generativeai #llms #rag
Data Science Dojo Beginner 2y ago
Accelerate AI ideas to production with Google’s Visual Blocks
RAG & Vector Search
Accelerate AI ideas to production with Google’s Visual Blocks
Google Cloud Tech Beginner 2y ago
Beacon of hope: building a brighter future for children's mental health in IL
RAG & Vector Search
Beacon of hope: building a brighter future for children's mental health in IL
Google Cloud Beginner 2y ago
Next-Gen Solutions: Exploring SAP BTP & Google Cloud for Data and AI
RAG & Vector Search
Next-Gen Solutions: Exploring SAP BTP & Google Cloud for Data and AI
Google Cloud Beginner 2y ago
10 MINUTES a Day to Build a Profitable Amazon Store | Success Stories
RAG & Vector Search ⚡ AI Lesson
10 MINUTES a Day to Build a Profitable Amazon Store | Success Stories
Evan Carmichael Beginner 2y ago
How To Start Dropshipping With TikTok (*The Right Way)
RAG & Vector Search
How To Start Dropshipping With TikTok (*The Right Way)
Santrel Media Beginner 2y ago
Similarity Search with FAISS and Azure SQL | Data Exposed
RAG & Vector Search
Similarity Search with FAISS and Azure SQL | Data Exposed
Microsoft Developer Beginner 2y ago
Full Series [Part 1-18] | Generative AI for Beginners
RAG & Vector Search
Full Series [Part 1-18] | Generative AI for Beginners
Microsoft Developer Beginner 2y ago
Lecture 3: Load Regulation
RAG & Vector Search ⚡ AI Lesson
Lecture 3: Load Regulation
MIT OpenCourseWare Beginner 1y ago
Lecture 30: EMI Filters, Part 3: CM + DM
RAG & Vector Search
Lecture 30: EMI Filters, Part 3: CM + DM
MIT OpenCourseWare Beginner 1y ago
Lecture 6: DC/DC, Part 2
RAG & Vector Search ⚡ AI Lesson
Lecture 6: DC/DC, Part 2
MIT OpenCourseWare Beginner 1y ago
Lecture 1: Introduction to Power Electronics
RAG & Vector Search ⚡ AI Lesson
Lecture 1: Introduction to Power Electronics
MIT OpenCourseWare Beginner 1y ago
Lecture 37: Resonant Converters: Matching Networks
RAG & Vector Search
Lecture 37: Resonant Converters: Matching Networks
MIT OpenCourseWare Beginner 1y ago
【MINECRAFT】 Minecraft alpha was released 14 years ago
RAG & Vector Search
【MINECRAFT】 Minecraft alpha was released 14 years ago
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Crow Country】 Horror Game Where You Are Trapped in a Terrifying Abandoned Theme Park
RAG & Vector Search
【Crow Country】 Horror Game Where You Are Trapped in a Terrifying Abandoned Theme Park
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Superchat Catch Up】 This kirin is catching up! you better run
RAG & Vector Search ⚡ AI Lesson
【Superchat Catch Up】 This kirin is catching up! you better run
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Lecture 9: The Phillips Curve and Inflation
RAG & Vector Search
Lecture 9: The Phillips Curve and Inflation
MIT OpenCourseWare Beginner 2y ago
Lecture 20: The Mundell-Fleming Model
RAG & Vector Search ⚡ AI Lesson
Lecture 20: The Mundell-Fleming Model
MIT OpenCourseWare Beginner 2y ago
Lecture 1: Introduction to 14.02 Principles of Macroeconomics
RAG & Vector Search ⚡ AI Lesson
Lecture 1: Introduction to 14.02 Principles of Macroeconomics
MIT OpenCourseWare Beginner 2y ago
Lecture 7: An Extended IS-LM Model
RAG & Vector Search
Lecture 7: An Extended IS-LM Model
MIT OpenCourseWare Beginner 2y ago
【Wii Sports】 Kirin plays Wii Sports in the year 2024
RAG & Vector Search
【Wii Sports】 Kirin plays Wii Sports in the year 2024
Ceres Fauna Ch. hololive-EN Beginner 2y ago
8. Dopant Diffusion - Need for Abrupt Profiles, Fick's Laws, Simple Analytic
RAG & Vector Search
8. Dopant Diffusion - Need for Abrupt Profiles, Fick's Laws, Simple Analytic
MIT OpenCourseWare Beginner 2y ago
17. Thin Film Deposition and Epitaxy - Introduction to CVD, Si Epitaxial Growth
RAG & Vector Search ⚡ AI Lesson
17. Thin Film Deposition and Epitaxy - Introduction to CVD, Si Epitaxial Growth
MIT OpenCourseWare Beginner 2y ago
14. Transient Enhanced Diffusion (TED) - +1 Model, (311) Defects and TED Introduction
RAG & Vector Search ⚡ AI Lesson
14. Transient Enhanced Diffusion (TED) - +1 Model, (311) Defects and TED Introduction
MIT OpenCourseWare Beginner 2y ago
【Nintendo Switch Sports】 Screw the rules I have green hair #mocopi
RAG & Vector Search ⚡ AI Lesson
【Nintendo Switch Sports】 Screw the rules I have green hair #mocopi
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Building Search Apps Vector Databases [Pt 8] | Generative AI for Beginners
RAG & Vector Search
Building Search Apps Vector Databases [Pt 8] | Generative AI for Beginners
Microsoft Developer Beginner 2y ago
📚 Continue on Coursera External links · Free to audit
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Getting Started with Vector Search and Embeddings
📚 External: Coursera ↗
Self-paced
Getting Started with Vector Search and Embeddings
Opens on Coursera ↗
Build a Local AI Assistant with LLMs
📚 External: Coursera ↗
Self-paced
Build a Local AI Assistant with LLMs
Opens on Coursera ↗
Build Chroma Search
📚 External: Coursera ↗
Self-paced
Build Chroma Search
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 ↗
Advanced Agentic AI: Production Data Architecture
📚 External: Coursera ↗
Self-paced
Advanced Agentic AI: Production Data Architecture
Opens on Coursera ↗
HelixDB From Zero
📚 External: Coursera ↗
Self-paced
HelixDB From Zero
Opens on Coursera ↗