Core AI

RAG & Vector Search

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

5,267
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
RAG for SKILLS: Retrieval Augmented Execution (SkillRAE)
RAG & Vector Search
RAG for SKILLS: Retrieval Augmented Execution (SkillRAE)
Discover AI Beginner 1d ago
METAโ€™s New SIRA: Superintelligence RAG
RAG & Vector Search
METAโ€™s New SIRA: Superintelligence RAG
Discover AI Beginner 3d ago
Building Agentic RAG From Scratch in Pure Python
RAG & Vector Search
Building Agentic RAG From Scratch in Pure Python
Dave Ebbelaar Beginner 4d ago
RAG Explained | All about RAG - Retrieval Augmented Generation
RAG & Vector Search
RAG Explained | All about RAG - Retrieval Augmented Generation
codebasics Beginner 1w ago
RAG Explained For Beginners | What Is RAG | RAG Tutorial | Retrieval Augmented Reality | Simplilearn
RAG & Vector Search
RAG Explained For Beginners | What Is RAG | RAG Tutorial | Retrieval Augmented Reality | Simplilearn
Simplilearn Beginner 2w ago
How AI Search Engines Work | 1.1. AEO Course by Ahrefs
RAG & Vector Search
How AI Search Engines Work | 1.1. AEO Course by Ahrefs
Ahrefs Beginner 2w ago
How AI Search Algorithms Actually Work (And How to Beat Them)
RAG & Vector Search
How AI Search Algorithms Actually Work (And How to Beat Them)
Neil Patel Beginner 2w ago
Graph RAG Tutorial | Build Knowledge Graph Powered Retrieval Systems LangChain, ChromaDB & RAGAS
RAG & Vector Search
Graph RAG Tutorial | Build Knowledge Graph Powered Retrieval Systems LangChain, ChromaDB & RAGAS
Analytics Vidhya Beginner 2w ago
Toy Augmented Generation Project to a Production-Ready AI System
RAG & Vector Search
Toy Augmented Generation Project to a Production-Ready AI System
codebasics Beginner 3w ago
8 RAG Concepts Explained in 26 Minutes ๐Ÿ”ฅ: April 2026
RAG & Vector Search
8 RAG Concepts Explained in 26 Minutes ๐Ÿ”ฅ: April 2026
AI Coach John (Tamil) Beginner 3w ago
Vector Databases and Embeddings With ChromaDB: Vectors & Word Embeddings
RAG & Vector Search
Vector Databases and Embeddings With ChromaDB: Vectors & Word Embeddings
Real Python Beginner 4w ago
RAG Explained in Tamil | Build Your First Generative AI Project | Adi Explains
RAG & Vector Search
RAG Explained in Tamil | Build Your First Generative AI Project | Adi Explains
Adi Explains Beginner 4w ago
SQL vs Vector Database 2026 | Key Differences Explained | SQL vs Vector DB | #Shorts |#simplilearn
RAG & Vector Search
SQL vs Vector Database 2026 | Key Differences Explained | SQL vs Vector DB | #Shorts |#simplilearn
Simplilearn Beginner 1mo ago
7. What is RAG? A Guide to Retrieval Augmented Generation and RAG Ops
RAG & Vector Search
7. What is RAG? A Guide to Retrieval Augmented Generation and RAG Ops
Analytics Vidhya Beginner 1mo ago
BM25 vs Vector on the Same Query #rag #hybridsearch #llm
RAG & Vector Search
BM25 vs Vector on the Same Query #rag #hybridsearch #llm
Shane | LLM Implementation Beginner 1mo ago
Vectorless RAG Tutorial With PageIndex-No VectorDB And Chunking Required
RAG & Vector Search
Vectorless RAG Tutorial With PageIndex-No VectorDB And Chunking Required
Krish Naik Beginner 1mo ago
Is this hack life-changing?
RAG & Vector Search
Is this hack life-changing?
Tech With Tim Beginner 1mo ago
1: Introduction to Perception
RAG & Vector Search
1: Introduction to Perception
MIT OpenCourseWare Beginner 1mo ago
OCR vs. Image Embeddings for PDF RAG: Which One is Better?
RAG & Vector Search
OCR vs. Image Embeddings for PDF RAG: Which One is Better?
Weaviate vector database Beginner 1mo ago
How to Build a production-ready RAG AI agent
RAG & Vector Search
How to Build a production-ready RAG AI agent
Google Cloud Tech Beginner 1mo ago
You need to hear this!
RAG & Vector Search โšก AI Lesson
You need to hear this!
Tech With Tim Beginner 1mo ago
FREE Contact Form #plugin for #wordpress
RAG & Vector Search
FREE Contact Form #plugin for #wordpress
Quick Tips Beginner 1mo ago
How we turn DATA into headlines
RAG & Vector Search โšก AI Lesson
How we turn DATA into headlines
Jason Hennessey Beginner 1mo ago
Beyond the form fill: Mastering lead quality in the AI era
RAG & Vector Search
Beyond the form fill: Mastering lead quality in the AI era
Google Ads Beginner 1mo ago
02 RAGWire RAG Tutorial: Multi Company RAG for Financial Comparison using Ollama
RAG & Vector Search
02 RAGWire RAG Tutorial: Multi Company RAG for Financial Comparison using Ollama
KGP Talkie Beginner 1mo ago
Vector Search vs Cross-Encoder #rag #aiengineering #llm
RAG & Vector Search โšก AI Lesson
Vector Search vs Cross-Encoder #rag #aiengineering #llm
Shane | LLM Implementation Beginner 1mo ago
01 RAGWire RAG Tutorial: Build Private Finance RAG with RAGWire and Ollama in 20 Minutes
RAG & Vector Search
01 RAGWire RAG Tutorial: Build Private Finance RAG with RAGWire and Ollama in 20 Minutes
KGP Talkie Beginner 1mo ago
Graph RAG: EdgeQuake. Stop Losing the Context: How Relationship-Aware Retrieval is Transforming RAG
RAG & Vector Search
Graph RAG: EdgeQuake. Stop Losing the Context: How Relationship-Aware Retrieval is Transforming RAG
AI Podcast Series. Byte Goose AI. Beginner 1mo ago
How to Run Multiple Google Play Accounts SAFELY in 2026
RAG & Vector Search
How to Run Multiple Google Play Accounts SAFELY in 2026
Daniel | Tech & Data Beginner 1mo ago
Build a Zero-Cost RAG Pipeline for PDFs (FAISS + Hugging Face)
RAG & Vector Search โšก AI Lesson
Build a Zero-Cost RAG Pipeline for PDFs (FAISS + Hugging Face)
Great Learning Beginner 1mo ago
Multi-Vector Search with Amรฉlie Chatelain and Antoine Chaffin - Weaviate Podcast #134!
RAG & Vector Search โšก AI Lesson
Multi-Vector Search with Amรฉlie Chatelain and Antoine Chaffin - Weaviate Podcast #134!
Weaviate vector database Beginner 1mo ago
Session 13: Primary Production (1)
RAG & Vector Search โšก AI Lesson
Session 13: Primary Production (1)
MIT OpenCourseWare Beginner 1mo ago
Why Vector Search Works? Using LSH and Cosine Similarity for High-Dimensional Data Retrieval.
RAG & Vector Search โšก AI Lesson
Why Vector Search Works? Using LSH and Cosine Similarity for High-Dimensional Data Retrieval.
AI Podcast Series. Byte Goose AI. Beginner 1mo ago
RAG Explained in 12 Minutes
RAG & Vector Search โšก AI Lesson
RAG Explained in 12 Minutes
Aishwarya Srinivasan Beginner 1mo ago
A Better, Cheaper RAG (Neuro-Sym Multi-hop Reasoning)
RAG & Vector Search
A Better, Cheaper RAG (Neuro-Sym Multi-hop Reasoning)
Discover AI Beginner 4d ago
RAG Evaluation Metrics Tutorial
RAG & Vector Search
RAG Evaluation Metrics Tutorial
Analytics Vidhya Beginner 1mo ago
Build a Graph RAG System from Scratch
RAG & Vector Search
Build a Graph RAG System from Scratch
Analytics Vidhya Beginner 1mo ago
Knowledge Graph, Vector Store, Graph Store & Retriever Layer
RAG & Vector Search
Knowledge Graph, Vector Store, Graph Store & Retriever Layer
Analytics Vidhya Beginner 1mo ago
Entity Graphs, Multi-Hop Retrieval Explained
RAG & Vector Search
Entity Graphs, Multi-Hop Retrieval Explained
Analytics Vidhya Beginner 1mo ago
Graph RAG Course Introduction
RAG & Vector Search
Graph RAG Course Introduction
Analytics Vidhya Beginner 1mo ago
This is why you're not getting a JOB...
RAG & Vector Search
This is why you're not getting a JOB...
Tech With Tim Beginner 1mo ago
Are you making this mistake with code?
RAG & Vector Search
Are you making this mistake with code?
Tech With Tim Beginner 1mo ago
NEVER write code like this.
RAG & Vector Search โšก AI Lesson
NEVER write code like this.
Tech With Tim Beginner 1mo ago
Session 07: Marine Carbonate Chemistry
RAG & Vector Search โšก AI Lesson
Session 07: Marine Carbonate Chemistry
MIT OpenCourseWare Beginner 1mo ago
Session 12: Atmospheric-ocean interaction
RAG & Vector Search
Session 12: Atmospheric-ocean interaction
MIT OpenCourseWare Beginner 1mo ago
Session 22: P Cycle
RAG & Vector Search
Session 22: P Cycle
MIT OpenCourseWare Beginner 1mo ago
Session 19: Early Diagenesis I
RAG & Vector Search
Session 19: Early Diagenesis I
MIT OpenCourseWare Beginner 1mo ago
Your PDF Breaks RAG #rag #pdf #machinelearning
RAG & Vector Search
Your PDF Breaks RAG #rag #pdf #machinelearning
Shane | LLM Implementation Beginner 1mo ago
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