Core AI

RAG & Vector Search

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

4,918
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: Neutral Particles
RAG & Vector Search ⚡ AI Lesson
Lecture 18: Neutral Particles
MIT OpenCourseWare Intermediate 1y ago
Lecture 14: Line Radiation
RAG & Vector Search
Lecture 14: Line Radiation
MIT OpenCourseWare Intermediate 1y ago
Pinterest Problems 🤔 Embedding Myths Debunked! #shorts
RAG & Vector Search
Pinterest Problems 🤔 Embedding Myths Debunked! #shorts
Jacky Chou from Indexsy Advanced 1y ago
What are Word Embeddings?
8:38
RAG & Vector Search ⚡ AI Lesson
What are Word Embeddings?
IBM Technology Beginner 1y ago
【FNAF: INTO THE PIT】 New Five Nights at Freddy's?
RAG & Vector Search
【FNAF: INTO THE PIT】 New Five Nights at Freddy's?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
10 Python Functions That Will Simplify Your Life
RAG & Vector Search ⚡ AI Lesson
10 Python Functions That Will Simplify Your Life
Tech With Tim Beginner 1y ago
Why Cats are S Tier Creatures
RAG & Vector Search
Why Cats are S Tier Creatures
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Boost Your RAG Chatbot’s Accuracy with Synthetic Test Data Generation!
RAG & Vector Search ⚡ AI Lesson
Boost Your RAG Chatbot’s Accuracy with Synthetic Test Data Generation!
AI Anytime Beginner 1y ago
Get your dream job through Shark Tank!
RAG & Vector Search
Get your dream job through Shark Tank!
Full Disclosure Beginner 1y ago
Pro tip: Use vector databases like Pinecone for better LLM responses #ai #pinecone #database
RAG & Vector Search ⚡ AI Lesson
Pro tip: Use vector databases like Pinecone for better LLM responses #ai #pinecone #database
DataCamp Intermediate 1y ago
Nothing should stop you from getting started with AI and vector databases #pinecone #ai
RAG & Vector Search ⚡ AI Lesson
Nothing should stop you from getting started with AI and vector databases #pinecone #ai
DataCamp Beginner 1y ago
Chunking with Generative Feedback Loops
RAG & Vector Search ⚡ AI Lesson
Chunking with Generative Feedback Loops
Henry AI Labs Beginner 1y ago
Reliable AI at Scale ⚡️ RagaAI @ DataHack Summit 2024
RAG & Vector Search ⚡ AI Lesson
Reliable AI at Scale ⚡️ RagaAI @ DataHack Summit 2024
Analytics Vidhya Beginner 1y ago
RAG Fundamentals and Advanced Techniques – Full Course
RAG & Vector Search ⚡ AI Lesson
RAG Fundamentals and Advanced Techniques – Full Course
freeCodeCamp.org Beginner 1y ago
New course with Vectara! Embedding Models: From Architecture to Implementation
RAG & Vector Search
New course with Vectara! Embedding Models: From Architecture to Implementation
DeepLearningAI Intermediate 1y ago
Generate a report with generative AI | Data Exposed: MVP Edition
RAG & Vector Search
Generate a report with generative AI | Data Exposed: MVP Edition
Microsoft Developer Beginner 1y ago
Introduction to LlamaIndex with Python (2025)
RAG & Vector Search ⚡ AI Lesson
Introduction to LlamaIndex with Python (2025)
Alejandro AO Beginner 1y ago
Translate your voice and hear yourself speaking 30+ languages #coding #ailearning #programming
RAG & Vector Search ⚡ AI Lesson
Translate your voice and hear yourself speaking 30+ languages #coding #ailearning #programming
AssemblyAI Beginner 1y ago
How Fast Can a New Rank and Rent Domain Rank 🕒 Find Out! #shorts
RAG & Vector Search
How Fast Can a New Rank and Rent Domain Rank 🕒 Find Out! #shorts
Jacky Chou from Indexsy Intermediate 1y ago
Deploy Cohere Rerank #Multilingual From #AWS Marketplace Onto SageMaker (with Demo) — #generativeai
RAG & Vector Search ⚡ AI Lesson
Deploy Cohere Rerank #Multilingual From #AWS Marketplace Onto SageMaker (with Demo) — #generativeai
Yann Stoneman Beginner 1y ago
A Technical Cloud Project Manager's Journey with LLM Bootcamp
RAG & Vector Search
A Technical Cloud Project Manager's Journey with LLM Bootcamp
Data Science Dojo Intermediate 1y ago
AI in Quality Engineering
RAG & Vector Search
AI in Quality Engineering
Crowdbotics Beginner 1y ago
12 Money Making Pivots for your HCU-Hit Website
RAG & Vector Search ⚡ AI Lesson
12 Money Making Pivots for your HCU-Hit Website
Weekend Growth - Jared Bauman Beginner 1y ago
Stop Paying for Microsoft GraphRAG! This Alternative is 10x Cheaper
RAG & Vector Search
Stop Paying for Microsoft GraphRAG! This Alternative is 10x Cheaper
Mervin Praison Beginner 1y ago
Pandora unlocks opportunities for incremental growth with Google AI
RAG & Vector Search
Pandora unlocks opportunities for incremental growth with Google AI
Google Ads Beginner 1y ago
Everything you need to know about the CrowdStrike outage | TechCrunch Minute
RAG & Vector Search
Everything you need to know about the CrowdStrike outage | TechCrunch Minute
TechCrunch Intermediate 1y ago
Introduction to GIS, Part III: Projection
RAG & Vector Search ⚡ AI Lesson
Introduction to GIS, Part III: Projection
MIT OpenCourseWare Beginner 1y ago
【Sucker for Love: Date to Die For】 The final chapter
RAG & Vector Search
【Sucker for Love: Date to Die For】 The final chapter
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【DARK SOULS: REMASTERED】 Truly the Dark Souls of Dark Souls
RAG & Vector Search
【DARK SOULS: REMASTERED】 Truly the Dark Souls of Dark Souls
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【MINECRAFT】 Did you know there are over 60,000 tree species?
RAG & Vector Search ⚡ AI Lesson
【MINECRAFT】 Did you know there are over 60,000 tree species?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Using Vector Databases for Better LLM Results with Ram Sriharsha, CTO at Pinecone
RAG & Vector Search ⚡ AI Lesson
Using Vector Databases for Better LLM Results with Ram Sriharsha, CTO at Pinecone
DataCamp Intermediate 1y ago
#234 High Performance Generative AI Applications with Ram Sriharsha, CTO at Pinecone
RAG & Vector Search ⚡ AI Lesson
#234 High Performance Generative AI Applications with Ram Sriharsha, CTO at Pinecone
DataCamp Intermediate 1y ago
【Sucker for Love: Date to Die For】 Smooching eldritch horrors has never been so difficult
RAG & Vector Search
【Sucker for Love: Date to Die For】 Smooching eldritch horrors has never been so difficult
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin】 this bulborb looks at your red pikmin like this, wyd?
RAG & Vector Search
【Pikmin】 this bulborb looks at your red pikmin like this, wyd?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Minibot Motor Functions Video
RAG & Vector Search
Minibot Motor Functions Video
MIT OpenCourseWare Intermediate 1y ago
【Pikmin】 The Nintendo game that gave me nightmares as a child
RAG & Vector Search
【Pikmin】 The Nintendo game that gave me nightmares as a child
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Planet Zoo】 I got stung by a wasp so I will now enact my revenge upon all insectkind in planet zoo
RAG & Vector Search
【Planet Zoo】 I got stung by a wasp so I will now enact my revenge upon all insectkind in planet zoo
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【THE WITCHER 3】 MAIN STORY FINALE (FAUNA END) | #15
RAG & Vector Search
【THE WITCHER 3】 MAIN STORY FINALE (FAUNA END) | #15
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Engineering RAG Applications for the Enterprise with Pinecone
RAG & Vector Search ⚡ AI Lesson
Engineering RAG Applications for the Enterprise with Pinecone
DataCamp Intermediate 1y ago
11.350 Lecture 3: The Economics of Green Buildings, Part 2
RAG & Vector Search
11.350 Lecture 3: The Economics of Green Buildings, Part 2
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 14: Financing Sustainable Real Estate at the Portfolio Level
RAG & Vector Search
11.350 Lecture 14: Financing Sustainable Real Estate at the Portfolio Level
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 8: Climate Risk and Real Estate Markets
RAG & Vector Search ⚡ AI Lesson
11.350 Lecture 8: Climate Risk and Real Estate Markets
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 7: From Green Buildings to Green Cities
RAG & Vector Search ⚡ AI Lesson
11.350 Lecture 7: From Green Buildings to Green Cities
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 10: Topical Discussions
RAG & Vector Search
11.350 Lecture 10: Topical Discussions
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 2: The Economics of Green Buildings, part 1
RAG & Vector Search
11.350 Lecture 2: The Economics of Green Buildings, part 1
MIT OpenCourseWare Intermediate 1y ago
11.350 Lecture 9: Quantifying Climate Risks’ Impacts on Real Estate Values
RAG & Vector Search ⚡ AI Lesson
11.350 Lecture 9: Quantifying Climate Risks’ Impacts on Real Estate Values
MIT OpenCourseWare Intermediate 1y ago
The Stream Where Fauna Speedruns Writing and Performing an Original Rap Song
RAG & Vector Search
The Stream Where Fauna Speedruns Writing and Performing an Original Rap Song
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Climate Science, Risk and Solutions: The MIT Climate Primer
RAG & Vector Search
Climate Science, Risk and Solutions: The MIT Climate Primer
MIT OpenCourseWare Beginner 1y ago
📚 Continue on Coursera External links · Free to audit
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Das liebe Geld - Finance im Alltag
📚 External: Coursera ↗
Self-paced
Das liebe Geld - Finance im Alltag
Opens on Coursera ↗
Music as Biology: What We Like to Hear and Why
📚 External: Coursera ↗
Self-paced
Music as Biology: What We Like to Hear and Why
Opens on Coursera ↗
Advanced RAG with Vector Databases and Retrievers
📚 External: Coursera ↗
Self-paced
Advanced RAG with Vector Databases and Retrievers
Opens on Coursera ↗
Build Chroma Search
📚 External: Coursera ↗
Self-paced
Build Chroma Search
Opens on Coursera ↗
Optimize and Migrate Vectors
📚 External: Coursera ↗
Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Build AI Agents with Enterprise Databases
📚 External: Coursera ↗
Self-paced
Build AI Agents with Enterprise Databases
Opens on Coursera ↗