Core AI

RAG & Vector Search

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

4,147
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
Lecture 04: Externalities in Practice II
RAG & Vector Search ⚡ AI Lesson
Lecture 04: Externalities in Practice II
MIT OpenCourseWare Intermediate 4mo ago
Lecture 15: Health Care III, Redistribution
RAG & Vector Search
Lecture 15: Health Care III, Redistribution
MIT OpenCourseWare Intermediate 4mo ago
How to Build a Document Processing Pipeline for RAG with Nemotron
RAG & Vector Search
How to Build a Document Processing Pipeline for RAG with Nemotron
NVIDIA Developer Beginner 4mo ago
How NTT DATA Transforms Enterprise Document Parsing with LlamaIndex
RAG & Vector Search ⚡ AI Lesson
How NTT DATA Transforms Enterprise Document Parsing with LlamaIndex
LlamaIndex Beginner 4mo ago
How to build a data agent with BigQuery and CloudSQL
RAG & Vector Search ⚡ AI Lesson
How to build a data agent with BigQuery and CloudSQL
Google Cloud Tech Beginner 4mo ago
Universal-3 Pro Technical Overview
RAG & Vector Search ⚡ AI Lesson
Universal-3 Pro Technical Overview
AssemblyAI Beginner 4mo ago
How "Average" People Are Making Millions On YouTube
RAG & Vector Search ⚡ AI Lesson
How "Average" People Are Making Millions On YouTube
Sunny Lenarduzzi Beginner 4mo ago
How to Scale Your AI Agency (Forward Deployed Engineer Model Breakdown)
RAG & Vector Search ⚡ AI Lesson
How to Scale Your AI Agency (Forward Deployed Engineer Model Breakdown)
Liam Ottley (AI Auto) Beginner 4mo ago
how vector database work? #vectordatabases#semanticsearch#retrievalaugmentedgeneration#embedding#ai
RAG & Vector Search
how vector database work? #vectordatabases#semanticsearch#retrievalaugmentedgeneration#embedding#ai
Data Science Made Easy Intermediate 4mo ago
What is AI's Bitter Lesson ?
RAG & Vector Search
What is AI's Bitter Lesson ?
New Machina Beginner 4mo ago
Inshot App 📱 | Inshot Video Editing Course 2026 | InShot App Se Video Editing Kaise Kare 🔥
RAG & Vector Search
Inshot App 📱 | Inshot Video Editing Course 2026 | InShot App Se Video Editing Kaise Kare 🔥
Learning and Earning with Anjum Iqbal Beginner 4mo ago
Chat With Your Documents Data Ingestion & RAG Pipeline(Beginner Friendly)
RAG & Vector Search
Chat With Your Documents Data Ingestion & RAG Pipeline(Beginner Friendly)
ChethanAIChronicles Beginner 5mo ago
Shape Our AI Future: A Message From Onur Yuce Gun to High School & College Students
RAG & Vector Search ⚡ AI Lesson
Shape Our AI Future: A Message From Onur Yuce Gun to High School & College Students
Onur Yuce Gun, PhD Beginner 5mo ago
BUYING A HOUSE IS A WASTE OF MONEY?!
RAG & Vector Search
BUYING A HOUSE IS A WASTE OF MONEY?!
The Diary Of A CEO Intermediate 5mo ago
The average #household has more than seven #subscriptions, costing #Americans over $200 a month.
RAG & Vector Search
The average #household has more than seven #subscriptions, costing #Americans over $200 a month.
Business Insider Intermediate 5mo ago
Retrieval Augmented Generation (RAG), Search, and Vector Databases
RAG & Vector Search
Retrieval Augmented Generation (RAG), Search, and Vector Databases
Serrano.Academy Beginner 5mo ago
Vector Embeddings Aren't the Silver Bullet for Your RAG #rag #aiengineering #llm #langchain
RAG & Vector Search
Vector Embeddings Aren't the Silver Bullet for Your RAG #rag #aiengineering #llm #langchain
Venelin Valkov Beginner 5mo ago
Advanced Retrieval Pipeline for RAG (HyDE, Hybrid Search, Reranking) | Build 100% Local Retrieval
RAG & Vector Search ⚡ AI Lesson
Advanced Retrieval Pipeline for RAG (HyDE, Hybrid Search, Reranking) | Build 100% Local Retrieval
Venelin Valkov Advanced 5mo ago
How Talend Converts Drag & Drop into Java Code
RAG & Vector Search ⚡ AI Lesson
How Talend Converts Drag & Drop into Java Code
Curious Enough Intermediate 5mo ago
Trench Warfare: Defining WWI's Brutality #learnwithai #ai #facts
RAG & Vector Search ⚡ AI Lesson
Trench Warfare: Defining WWI's Brutality #learnwithai #ai #facts
Learn with AI Beginner 5mo ago
Local Multimodal RAG Pipeline End-to-End Tutorial | On DGX Spark
RAG & Vector Search ⚡ AI Lesson
Local Multimodal RAG Pipeline End-to-End Tutorial | On DGX Spark
Daniel Bourke Beginner 5mo ago
Vector Databases Explained: Design Choices and Trade-Offs
RAG & Vector Search
Vector Databases Explained: Design Choices and Trade-Offs
Ready Tensor Intermediate 5mo ago
What is Agentic AI ? #devops #aiexplained
RAG & Vector Search ⚡ AI Lesson
What is Agentic AI ? #devops #aiexplained
GetDevOpsReady Beginner 5mo ago
RAG was just the beginning
RAG & Vector Search ⚡ AI Lesson
RAG was just the beginning
MLOps.community Intermediate 5mo ago
Snowflake Arctic Embed 2.0: A Cost-Accuracy Tradeoff | Vector Databases for Beginners | Part 10
RAG & Vector Search ⚡ AI Lesson
Snowflake Arctic Embed 2.0: A Cost-Accuracy Tradeoff | Vector Databases for Beginners | Part 10
Data Science DoJo Beginner 5mo ago
Chat With Your Documents (RAG Chatbot with Sources) | Beginner Friendly|Part 1- Intro+Setup
RAG & Vector Search
Chat With Your Documents (RAG Chatbot with Sources) | Beginner Friendly|Part 1- Intro+Setup
ChethanAIChronicles Beginner 5mo ago
Open-Source vs Closed-Source Embeddings, Which to Choose? | Vector Databases for Beginners | Part 9
RAG & Vector Search ⚡ AI Lesson
Open-Source vs Closed-Source Embeddings, Which to Choose? | Vector Databases for Beginners | Part 9
Data Science DoJo Beginner 5mo ago
This Luxury Food Rating Was a Tire Company’s Secret Plan 🚗    #shorts
RAG & Vector Search
This Luxury Food Rating Was a Tire Company’s Secret Plan 🚗 #shorts
Jacky Chou from Indexsy Beginner 5mo ago
RAG & MCP Fundamentals – A Hands-On Crash Course
RAG & Vector Search ⚡ AI Lesson
RAG & MCP Fundamentals – A Hands-On Crash Course
freeCodeCamp.org Beginner 5mo ago
Can I Include A Logo In My Professional Email Signature?
RAG & Vector Search
Can I Include A Logo In My Professional Email Signature?
Job Success Network Beginner 5mo ago
Creating Embeddings With Closed-Source Model in Weaviate | Vector Databases for Beginners | Part 8
RAG & Vector Search ⚡ AI Lesson
Creating Embeddings With Closed-Source Model in Weaviate | Vector Databases for Beginners | Part 8
Data Science Dojo Beginner 5mo ago
Mastering Vector Databases: Embeddings, FAISS, and Semantic Search
RAG & Vector Search
Mastering Vector Databases: Embeddings, FAISS, and Semantic Search
Analytics Vidhya Beginner 5mo ago
Vector Database Explained Simply | Semantic Search
RAG & Vector Search
Vector Database Explained Simply | Semantic Search
GetDevOpsReady Beginner 5mo ago
The Only Programming Languages Worth Learning in 2026
RAG & Vector Search ⚡ AI Lesson
The Only Programming Languages Worth Learning in 2026
Tech With Tim Beginner 5mo ago
How to Build SO Much Confidence You Stop Doubting Yourself (3 Hours of Truth)
RAG & Vector Search
How to Build SO Much Confidence You Stop Doubting Yourself (3 Hours of Truth)
Evan Carmichael Intermediate 5mo ago
Spotify’s Real Power Isn’t Music 🎧    #shorts
RAG & Vector Search
Spotify’s Real Power Isn’t Music 🎧 #shorts
Jacky Chou from Indexsy Beginner 5mo ago
Build your own RAG without code
RAG & Vector Search ⚡ AI Lesson
Build your own RAG without code
Abhishek Thakur Intermediate 5mo ago
AI Code Assistant Architecture Explained: Deep Dive! #shorts #youtubeshorts
RAG & Vector Search ⚡ AI Lesson
AI Code Assistant Architecture Explained: Deep Dive! #shorts #youtubeshorts
AI Anytime Beginner 5mo ago
Culture isn’t soft. It’s expensive when it’s wrong
RAG & Vector Search
Culture isn’t soft. It’s expensive when it’s wrong
The Startup Club by Slidebean Advanced 5mo ago
Lecture 11: Social Security
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Social Security
MIT OpenCourseWare Intermediate 4mo ago
Lecture 03: Externalities in Theory & Practice
RAG & Vector Search
Lecture 03: Externalities in Theory & Practice
MIT OpenCourseWare Advanced 4mo ago
Lecture 02: Externalities in Theory
RAG & Vector Search
Lecture 02: Externalities in Theory
MIT OpenCourseWare Advanced 4mo ago
Lecture 19: Tax Incidence and Tax Efficiency
RAG & Vector Search
Lecture 19: Tax Incidence and Tax Efficiency
MIT OpenCourseWare Intermediate 4mo ago
Lecture 01: Why Study Public Finance?
RAG & Vector Search
Lecture 01: Why Study Public Finance?
MIT OpenCourseWare Beginner 4mo ago
Lecture 16: Redistribution and Welfare Policy
RAG & Vector Search
Lecture 16: Redistribution and Welfare Policy
MIT OpenCourseWare Intermediate 4mo ago
Lecture 12: Other Social Insurance Programs
RAG & Vector Search
Lecture 12: Other Social Insurance Programs
MIT OpenCourseWare Intermediate 4mo ago
Lecture 09: Public Provision of Private Goods: Education
RAG & Vector Search ⚡ AI Lesson
Lecture 09: Public Provision of Private Goods: Education
MIT OpenCourseWare Intermediate 4mo ago
Embeddings and Vector Databases for Fast RAG (100% Local) | Ollama, Supabase (PostgreSQL + pgvector)
RAG & Vector Search ⚡ AI Lesson
Embeddings and Vector Databases for Fast RAG (100% Local) | Ollama, Supabase (PostgreSQL + pgvector)
Venelin Valkov Intermediate 5mo ago
📚 Continue on Coursera External links · Free to audit
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Vector Search and Embeddings
📚 External: Coursera ↗
Self-paced
Vector Search and Embeddings
Opens on Coursera ↗
Gen AI - RAG Application Development using LlamaIndex
📚 External: Coursera ↗
Self-paced
Gen AI - RAG Application Development using LlamaIndex
Opens on Coursera ↗
Getting Started with Vector Search and Embeddings
📚 External: Coursera ↗
Self-paced
Getting Started with Vector Search and Embeddings
Opens on Coursera ↗
Optimize and Migrate Vectors
📚 External: Coursera ↗
Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Vector Search ve Yerleştirmeler
📚 External: Coursera ↗
Self-paced
Vector Search ve Yerleştirmeler
Opens on Coursera ↗
Enable Vectorization in Weaviate
📚 External: Coursera ↗
Self-paced
Enable Vectorization in Weaviate
Opens on Coursera ↗