Core AI

RAG & Vector Search

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

5,273
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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Study So Fast Feel Like A King #shorts #students #study #exam #computerscience #learning
RAG & Vector Search
Study So Fast Feel Like A King #shorts #students #study #exam #computerscience #learning
WebKnower Beginner 5mo ago
How to HEAL Your Trauma | Gabor Maté's Powerful Insights in 24 Minutes
RAG & Vector Search ⚡ AI Lesson
How to HEAL Your Trauma | Gabor Maté's Powerful Insights in 24 Minutes
Evan Carmichael Beginner 5mo ago
RAG Explained For Beginners #ai #RAG #n8n
RAG & Vector Search
RAG Explained For Beginners #ai #RAG #n8n
Mayank Aggarwal Beginner 5mo ago
RAG Explained in 30 Seconds (You’ll Never Use AI the Same!) #shorts #ai #aitools
RAG & Vector Search
RAG Explained in 30 Seconds (You’ll Never Use AI the Same!) #shorts #ai #aitools
ChethanAIChronicles Beginner 5mo ago
Flo Health Personalizes Women’s Care on the Databricks Data Intelligence Platform
RAG & Vector Search ⚡ AI Lesson
Flo Health Personalizes Women’s Care on the Databricks Data Intelligence Platform
Databricks Beginner 5mo ago
Debugging JAX & Flax NNX (Part 2)
RAG & Vector Search
Debugging JAX & Flax NNX (Part 2)
Google for Developers Beginner 5mo ago
Lecture 1, Part II: Introduction of Financial Markets, Financial Terms and Concepts
RAG & Vector Search
Lecture 1, Part II: Introduction of Financial Markets, Financial Terms and Concepts
MIT OpenCourseWare Beginner 5mo ago
Lecture 7: Linear Rates, Products, and Models
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Linear Rates, Products, and Models
MIT OpenCourseWare Beginner 5mo ago
November 2025 Recap
RAG & Vector Search
November 2025 Recap
AssemblyAI Beginner 5mo ago
Quick Python Tips for Beginners | Boost Your Coding Skills #shorts #simplilearn
RAG & Vector Search
Quick Python Tips for Beginners | Boost Your Coding Skills #shorts #simplilearn
Simplilearn Beginner 5mo ago
How to assess data lake and data warehouse migrations to BigQuery
RAG & Vector Search
How to assess data lake and data warehouse migrations to BigQuery
Google Cloud Tech Beginner 5mo ago
AI Went Out of Control… What Happened Next Will Shock You! #shorts #simplilearn
RAG & Vector Search
AI Went Out of Control… What Happened Next Will Shock You! #shorts #simplilearn
Simplilearn Beginner 5mo ago
How An Average Student Became A Topper #shorts #students #exams #study #topper #computerscience
RAG & Vector Search
How An Average Student Became A Topper #shorts #students #exams #study #topper #computerscience
WebKnower Beginner 5mo ago
Data Structures - Full Course for Beginners
RAG & Vector Search ⚡ AI Lesson
Data Structures - Full Course for Beginners
Tech With Tim Beginner 5mo ago
Offline vector search with SQLite and EmbeddingGemma
RAG & Vector Search ⚡ AI Lesson
Offline vector search with SQLite and EmbeddingGemma
Chrome for Developers Beginner 5mo ago
Build your own Hybrid Search
RAG & Vector Search ⚡ AI Lesson
Build your own Hybrid Search
Abhishek Thakur Beginner 5mo ago
My honest advice to aspiring software engineers
RAG & Vector Search ⚡ AI Lesson
My honest advice to aspiring software engineers
Tech With Tim Beginner 5mo ago
#333 Creating an AI-First Data Team | Bilal Zia, Head of Data Science & Analytics at DuoLingo
RAG & Vector Search ⚡ AI Lesson
#333 Creating an AI-First Data Team | Bilal Zia, Head of Data Science & Analytics at DuoLingo
DataCamp Beginner 5mo ago
Chunking for RAG! #shorts #youtubeshorts #chunking #aishorts
RAG & Vector Search ⚡ AI Lesson
Chunking for RAG! #shorts #youtubeshorts #chunking #aishorts
AI Anytime Beginner 5mo ago
Bangle.js - an Open Source Smartwatch
RAG & Vector Search
Bangle.js - an Open Source Smartwatch
Chrome for Developers Beginner 5mo ago
The #1 investment you can make and it's not even close
RAG & Vector Search
The #1 investment you can make and it's not even close
Impaxs Marketing Beginner 5mo ago
I asked them to show me their RAG pipeline...
RAG & Vector Search
I asked them to show me their RAG pipeline...
Julia Turc Beginner 5mo ago
How Retrieval Augmented Generation RAG Fixes AI’s Biggest Flaw!
RAG & Vector Search
How Retrieval Augmented Generation RAG Fixes AI’s Biggest Flaw!
MLOpsNavigator Beginner 6mo ago
How to make time for everything
RAG & Vector Search
How to make time for everything
Ali Abdaal Beginner 6mo ago
How to Build a Simple Search Engine with BM25 & Vespa (Full Tutorial)
RAG & Vector Search ⚡ AI Lesson
How to Build a Simple Search Engine with BM25 & Vespa (Full Tutorial)
Abhishek Thakur Beginner 6mo ago
Armchair Architects: Designing Effective AI Agents
RAG & Vector Search ⚡ AI Lesson
Armchair Architects: Designing Effective AI Agents
Microsoft Developer Beginner 6mo ago
Building Resilient Businesses with Lyn Askin Part 3
RAG & Vector Search
Building Resilient Businesses with Lyn Askin Part 3
Boostability Beginner 6mo ago
Introducing Multilingual Universal-Streaming
RAG & Vector Search
Introducing Multilingual Universal-Streaming
AssemblyAI Beginner 6mo ago
Stop Using RAG Wrong! 4 Proven Indexing Strategies You Need to Know ⚡📚
RAG & Vector Search
Stop Using RAG Wrong! 4 Proven Indexing Strategies You Need to Know ⚡📚
Analytics Vidhya Beginner 6mo ago
Build Smarter: Leverage the Power of Azure AI Landing Zones
RAG & Vector Search ⚡ AI Lesson
Build Smarter: Leverage the Power of Azure AI Landing Zones
Microsoft Developer Beginner 6mo ago
How Performance Max Drove 56% YoY Growth for a Baby Snack Brand
RAG & Vector Search
How Performance Max Drove 56% YoY Growth for a Baby Snack Brand
Neil Patel Beginner 6mo ago
Nexa AI: Create Local AI Chatbot for FREE! (EASY Guide)
RAG & Vector Search
Nexa AI: Create Local AI Chatbot for FREE! (EASY Guide)
Mervin Praison Beginner 6mo ago
RAG or Fine-Tuning? Most People Get This Wrong...
RAG & Vector Search ⚡ AI Lesson
RAG or Fine-Tuning? Most People Get This Wrong...
What's AI by Louis-François Bouchard Beginner 6mo ago
Growth rewards those who endure
RAG & Vector Search
Growth rewards those who endure
Marketing 360 Beginner 6mo ago
Why Laplace transforms are so useful
RAG & Vector Search ⚡ AI Lesson
Why Laplace transforms are so useful
3Blue1Brown Beginner 6mo ago
Setting up Unity Catalog Storage Credentials and External Locations for AWS S3
RAG & Vector Search ⚡ AI Lesson
Setting up Unity Catalog Storage Credentials and External Locations for AWS S3
Databricks Beginner 6mo ago
Lecture 12: Time Series Analysis
RAG & Vector Search
Lecture 12: Time Series Analysis
MIT OpenCourseWare Beginner 5mo ago
Lecture 6: Stochastic Processes I (cont.); Regression Analysis
RAG & Vector Search ⚡ AI Lesson
Lecture 6: Stochastic Processes I (cont.); Regression Analysis
MIT OpenCourseWare Beginner 5mo ago
How to Get Hired as a Software Engineer (The One Niche Rule)
RAG & Vector Search ⚡ AI Lesson
How to Get Hired as a Software Engineer (The One Niche Rule)
Tech With Tim Beginner 5mo ago
Dumb Student To Topper Study Tips #shorts #students #exams #study #topper #learning #ytshorts
RAG & Vector Search ⚡ AI Lesson
Dumb Student To Topper Study Tips #shorts #students #exams #study #topper #learning #ytshorts
WebKnower Beginner 6mo ago
4 Expert Tips for Building an Accurate AI Meeting Notetaker
RAG & Vector Search
4 Expert Tips for Building an Accurate AI Meeting Notetaker
AssemblyAI Beginner 6mo ago
Introducing Universal-Streaming
RAG & Vector Search
Introducing Universal-Streaming
AssemblyAI Beginner 6mo ago
Echo AI Customer Story | AssemblyAI
RAG & Vector Search
Echo AI Customer Story | AssemblyAI
AssemblyAI Beginner 6mo ago
aai fern docs demo
RAG & Vector Search
aai fern docs demo
AssemblyAI Beginner 6mo ago
aai fern docs demo 2
RAG & Vector Search
aai fern docs demo 2
AssemblyAI Beginner 6mo ago
VEED Customer Story | AssemblyAI
RAG & Vector Search
VEED Customer Story | AssemblyAI
AssemblyAI Beginner 6mo ago
Siro Customer Story | AssemblyAI
RAG & Vector Search ⚡ AI Lesson
Siro Customer Story | AssemblyAI
AssemblyAI Beginner 6mo ago
Supernormal Customer Story | AssemblyAI
RAG & Vector Search ⚡ AI Lesson
Supernormal Customer Story | AssemblyAI
AssemblyAI Beginner 6mo ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Vector Databases for RAG: An Introduction
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Learn AI Agents: Design, Build & Deploy
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Learn AI Agents: Design, Build & Deploy
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Master ASC 958: Apply & Analyze Not-for-Profit Reporting
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Master ASC 958: Apply & Analyze Not-for-Profit Reporting
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Master & Manage Linux CentOS Systems
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Master & Manage Linux CentOS Systems
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