Core AI

RAG & Vector Search

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

4,143
lessons
Skills in this topic
View full skill map →
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
LangChain Retrievers
RAG & Vector Search ⚡ AI Lesson
LangChain Retrievers
Analytics Vidhya Beginner 3mo ago
Introduction to Retrieval
RAG & Vector Search ⚡ AI Lesson
Introduction to Retrieval
Analytics Vidhya Beginner 3mo ago
Telepathic Chronicles 168 ( PGH)
RAG & Vector Search
Telepathic Chronicles 168 ( PGH)
tENTATIVELY, a cONVENIENCE & Ben Opie Intermediate 3mo ago
Choosing a vector database for RAG automation #qdrant #faiss #vectordb #shorts #youtubeshorts #ai
RAG & Vector Search ⚡ AI Lesson
Choosing a vector database for RAG automation #qdrant #faiss #vectordb #shorts #youtubeshorts #ai
AI Anytime Intermediate 3mo ago
Pin suggestions: AI-driven comment recommendations and RAG for DMs #aishorts #shorts #ai #youtube
RAG & Vector Search ⚡ AI Lesson
Pin suggestions: AI-driven comment recommendations and RAG for DMs #aishorts #shorts #ai #youtube
AI Anytime Intermediate 3mo ago
How To Build a $5M+/Year Business Portfolio From ZERO (My Story)
RAG & Vector Search ⚡ AI Lesson
How To Build a $5M+/Year Business Portfolio From ZERO (My Story)
Steve Hunsaker | Home Service Accelerator Intermediate 3mo ago
RAG explained in 6 mins  | Retrieval Augmented Generation| AI
RAG & Vector Search
RAG explained in 6 mins | Retrieval Augmented Generation| AI
AnuTech-CH Beginner 3mo ago
2 TRENDING E-commerce Niches (2026 Hidden Goldmines)
RAG & Vector Search
2 TRENDING E-commerce Niches (2026 Hidden Goldmines)
Exploding Topics Beginner 3mo ago
Why You Shouldn’t Answer “Expected CTC” in an Interview? | Recruiters Reveals Interview Tips #shorts
RAG & Vector Search
Why You Shouldn’t Answer “Expected CTC” in an Interview? | Recruiters Reveals Interview Tips #shorts
SCALER Beginner 3mo ago
We scaled a garage from $140K to $400K/Month sales (exact strategy)
RAG & Vector Search
We scaled a garage from $140K to $400K/Month sales (exact strategy)
Senator We Run Ads Intermediate 3mo ago
How To Create and Use Memory in Azure AI Agents
RAG & Vector Search
How To Create and Use Memory in Azure AI Agents
Azure Innovation Station | Azure AI Agents Intermediate 3mo ago
NemoClaw : IA OpenClaw gratuit et Sécurisée de NVIDIA ! Installer et utiliser NemoClaw en local
RAG & Vector Search
NemoClaw : IA OpenClaw gratuit et Sécurisée de NVIDIA ! Installer et utiliser NemoClaw en local
IA Professeur Intermediate 3mo ago
How AI Understands Meaning (Not Just Words)
RAG & Vector Search
How AI Understands Meaning (Not Just Words)
GenAI Geek Beginner 3mo ago
How to Attract Clients Who Pay Well and Need Help Now
RAG & Vector Search
How to Attract Clients Who Pay Well and Need Help Now
ScoreApp Beginner 3mo ago
Fix Bad RAG Queries Without Re-Indexing
RAG & Vector Search
Fix Bad RAG Queries Without Re-Indexing
Shane | LLM Implementation Advanced 3mo ago
Universal-3 Pro Streaming Speaker Labels demo
RAG & Vector Search ⚡ AI Lesson
Universal-3 Pro Streaming Speaker Labels demo
AssemblyAI Beginner 3mo ago
#Ragerooms are corporate America's newest coping mechanism
RAG & Vector Search
#Ragerooms are corporate America's newest coping mechanism
Business Insider Intermediate 3mo ago
S01E03 - Cosine Similarity and Normalization -- The Math of Embeddings
RAG & Vector Search
S01E03 - Cosine Similarity and Normalization -- The Math of Embeddings
AI X-Rayed Beginner 3mo ago
STOP wasting budget on bad leads! 🛑 #LeadFunnel #GoogleTag #ConversionTracking
RAG & Vector Search ⚡ AI Lesson
STOP wasting budget on bad leads! 🛑 #LeadFunnel #GoogleTag #ConversionTracking
Google Ads Advanced 3mo ago
Try this secret YouTube algorithm hack
RAG & Vector Search ⚡ AI Lesson
Try this secret YouTube algorithm hack
Matt Diggity Beginner 3mo ago
How I use AI to make my life easier.
RAG & Vector Search ⚡ AI Lesson
How I use AI to make my life easier.
Tech With Tim Beginner 3mo ago
This probably isn't what you think it is!
RAG & Vector Search ⚡ AI Lesson
This probably isn't what you think it is!
Tech With Tim Beginner 3mo ago
S01E02: Embeddings — The Levitating Library of Meaning
RAG & Vector Search
S01E02: Embeddings — The Levitating Library of Meaning
AI X-Rayed Beginner 3mo ago
AI Agents + RAG Architecture (The Future of AI Systems) | AI System Design
RAG & Vector Search
AI Agents + RAG Architecture (The Future of AI Systems) | AI System Design
CodeVisium Advanced 3mo ago
What is MCP and RAG?
RAG & Vector Search
What is MCP and RAG?
AI Coach John (Tamil) Beginner 3mo ago
LLM Engineer Roadmap 2026 | How to Become an AI Engineer | #shorts #simplilearn
RAG & Vector Search
LLM Engineer Roadmap 2026 | How to Become an AI Engineer | #shorts #simplilearn
Simplilearn Intermediate 3mo ago
Update in the Collaborator Catalog: AI Filtering by Keywords
RAG & Vector Search ⚡ AI Lesson
Update in the Collaborator Catalog: AI Filtering by Keywords
Collaborator Intermediate 3mo ago
How AI Knows Things It Was Never Trained On
RAG & Vector Search
How AI Knows Things It Was Never Trained On
GenAI Geek Intermediate 3mo ago
Tech Stocks Under Pressure As Iran War Drags On | Bloomberg Tech 3/12/2026
RAG & Vector Search ⚡ AI Lesson
Tech Stocks Under Pressure As Iran War Drags On | Bloomberg Tech 3/12/2026
Bloomberg Technology Beginner 3mo ago
I spent 2+ weeks on the wrong embedding metric..
RAG & Vector Search
I spent 2+ weeks on the wrong embedding metric..
Chen-Hung Wu Beginner 3mo ago
Google just unified text, image, video, and audio into one vector space
RAG & Vector Search
Google just unified text, image, video, and audio into one vector space
Chen-Hung Wu Beginner 3mo ago
Google's NEW Multimodal Model - Gemini Embedding 2
RAG & Vector Search
Google's NEW Multimodal Model - Gemini Embedding 2
Weaviate vector database Beginner 3mo ago
Gemini Embedding 2 Is a Big Deal
RAG & Vector Search ⚡ AI Lesson
Gemini Embedding 2 Is a Big Deal
Prompt Engineering Intermediate 3mo ago
NEW Gemini Embedding 2 Update is INSANE!
RAG & Vector Search
NEW Gemini Embedding 2 Update is INSANE!
Julian Goldie SEO Intermediate 3mo ago
Gemini Embedding 2: Multimodal Retrieval Demo with ChromaDB
RAG & Vector Search ⚡ AI Lesson
Gemini Embedding 2: Multimodal Retrieval Demo with ChromaDB
Alejandro AO Intermediate 3mo ago
Gemini Embedding 2 Hands-on in 8 mins!
RAG & Vector Search ⚡ AI Lesson
Gemini Embedding 2 Hands-on in 8 mins!
1littlecoder Advanced 3mo ago
Google's New Model + Claude Code Just Changed RAG Forever
RAG & Vector Search ⚡ AI Lesson
Google's New Model + Claude Code Just Changed RAG Forever
Nate Herk Intermediate 3mo ago
Can we use RAG + Fine Tuning together? #genai
RAG & Vector Search ⚡ AI Lesson
Can we use RAG + Fine Tuning together? #genai
Satyajit Pattnaik Intermediate 3mo ago
Why OpenAI Embeddings Still Work Even After You Truncate Them
RAG & Vector Search ⚡ AI Lesson
Why OpenAI Embeddings Still Work Even After You Truncate Them
ExplainingAI Advanced 3mo ago
Intro - Building RAG Applications
RAG & Vector Search ⚡ AI Lesson
Intro - Building RAG Applications
Analytics Vidhya Intermediate 3mo ago
Google Gemini Embedding 2 Tutorial | Multimodal Image Matching Project
RAG & Vector Search ⚡ AI Lesson
Google Gemini Embedding 2 Tutorial | Multimodal Image Matching Project
Analytics Vidhya Beginner 3mo ago
Final Step: Take the Quiz & Claim Your Certificate
RAG & Vector Search ⚡ AI Lesson
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 3mo ago
This could be holding you back massively as a developer.
RAG & Vector Search ⚡ AI Lesson
This could be holding you back massively as a developer.
Tech With Tim Beginner 3mo ago
LlamaIndex & AWS Bedrock: Code Walkthrough, Local Setup & Live RAG Demo
RAG & Vector Search ⚡ AI Lesson
LlamaIndex & AWS Bedrock: Code Walkthrough, Local Setup & Live RAG Demo
Analytics Vidhya Intermediate 3mo ago
AWS Bedrock Knowledge Base Tutorial: RAG with OpenSearch & Titan Embeddings
RAG & Vector Search ⚡ AI Lesson
AWS Bedrock Knowledge Base Tutorial: RAG with OpenSearch & Titan Embeddings
Analytics Vidhya Beginner 3mo ago
Google Gemini Embedding 2: First Fully Multimodal Embedding Model Explained
RAG & Vector Search
Google Gemini Embedding 2: First Fully Multimodal Embedding Model Explained
Analytics Vidhya Beginner 3mo ago
Using grants to make money as a developer.
RAG & Vector Search ⚡ AI Lesson
Using grants to make money as a developer.
Tech With Tim Beginner 3mo ago
How AI Finds Answers Instantly
RAG & Vector Search ⚡ AI Lesson
How AI Finds Answers Instantly
GenAI Geek Intermediate 3mo ago
📚 Continue on Coursera External links · Free to audit
1 / 3 View all →
Vector Databases for RAG: An Introduction
📚 External: Coursera ↗
Self-paced
Vector Databases for RAG: An Introduction
Opens on Coursera ↗
RAG Systems & Agentic Workflows with Pinecone and LangGraph
📚 External: Coursera ↗
Self-paced
RAG Systems & Agentic Workflows with Pinecone and LangGraph
Opens on Coursera ↗
GenAI Data Engineering and RAG Systems
📚 External: Coursera ↗
Self-paced
GenAI Data Engineering and RAG Systems
Opens on Coursera ↗
Plan a Successful Freelancing Business
📚 External: Coursera ↗
Self-paced
Plan a Successful Freelancing Business
Opens on Coursera ↗
Analyze and Apply Equity Market Fundamentals
📚 External: Coursera ↗
Self-paced
Analyze and Apply Equity Market Fundamentals
Opens on Coursera ↗
Vector Databases: from Embeddings to Applications
📚 External: Coursera ↗
Self-paced
Vector Databases: from Embeddings to Applications
Opens on Coursera ↗