Core AI

RAG & Vector Search

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

5,269
lessons
Skills in this topic
View full skill map โ†’
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
Videos 5,117 Reads 152
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
Azure DevOps Engineer Exam: Question 22
RAG & Vector Search โšก AI Lesson
Azure DevOps Engineer Exam: Question 22
KodeKloud Intermediate 1mo ago
Goodbye Google Forms โ€” This AI Does It All
RAG & Vector Search
Goodbye Google Forms โ€” This AI Does It All
Kevin Stratvert Intermediate 1mo ago
Session 18: Nov Quantifying Biogeochemical Fluxes and Rates
RAG & Vector Search โšก AI Lesson
Session 18: Nov Quantifying Biogeochemical Fluxes and Rates
MIT OpenCourseWare Intermediate 1mo ago
Session 20: Early Diagenesis II and Sediment Distributions
RAG & Vector Search
Session 20: Early Diagenesis II and Sediment Distributions
MIT OpenCourseWare Intermediate 1mo ago
Why Your RAG Misses Answers (Reranking)
RAG & Vector Search โšก AI Lesson
Why Your RAG Misses Answers (Reranking)
Shane | LLM Implementation Intermediate 1mo ago
Stop Jumping Marketing Channels (Do This Instead)
RAG & Vector Search โšก AI Lesson
Stop Jumping Marketing Channels (Do This Instead)
Steve Hunsaker | Home Service Accelerator Intermediate 1mo ago
๐Ÿ’ฐ AI Side Hustle Making โ‚น1L+/Month (No Team)
RAG & Vector Search
๐Ÿ’ฐ AI Side Hustle Making โ‚น1L+/Month (No Team)
Avinash Mada Intermediate 1mo ago
RAG vs MCP Explained | Which One Should You Use for AI Applications?
RAG & Vector Search
RAG vs MCP Explained | Which One Should You Use for AI Applications?
Pavithraโ€™s Podcast Intermediate 1mo ago
RAG Project: Company Policy Bot
RAG & Vector Search โšก AI Lesson
RAG Project: Company Policy Bot
Analytics Vidhya Intermediate 1mo ago
Final Step: Take the Quiz & Claim Your Certificate
RAG & Vector Search โšก AI Lesson
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 1mo ago
Choosing a vector database for RAG automation #qdrant #faiss #vectordb #shorts #youtubeshorts #ai
RAG & Vector Search โšก AI Lesson
Choosing a vector database for RAG automation #qdrant #faiss #vectordb #shorts #youtubeshorts #ai
AI Anytime Intermediate 1mo ago
Pin suggestions: AI-driven comment recommendations and RAG for DMs #aishorts #shorts #ai #youtube
RAG & Vector Search โšก AI Lesson
Pin suggestions: AI-driven comment recommendations and RAG for DMs #aishorts #shorts #ai #youtube
AI Anytime Intermediate 1mo ago
How To Build a $5M+/Year Business Portfolio From ZERO (My Story)
RAG & Vector Search โšก AI Lesson
How To Build a $5M+/Year Business Portfolio From ZERO (My Story)
Steve Hunsaker | Home Service Accelerator Intermediate 1mo ago
NVIDIA GTC Developer Community Livestream
RAG & Vector Search โšก AI Lesson
NVIDIA GTC Developer Community Livestream
NVIDIA Developer Intermediate 1mo 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 1mo 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 1mo ago
NemoClaw : IA OpenClaw gratuit et Sรฉcurisรฉe de NVIDIA ! Installer et utiliser NemoClaw en local
RAG & Vector Search
NemoClaw : IA OpenClaw gratuit et Sรฉcurisรฉe de NVIDIA ! Installer et utiliser NemoClaw en local
IA Professeur Intermediate 1mo ago
Azure DevOps Engineer Exam: Question 18
RAG & Vector Search
Azure DevOps Engineer Exam: Question 18
KodeKloud Intermediate 1mo ago
The State of AI in Advertising (Whatโ€™s Real vs Noise)
RAG & Vector Search โšก AI Lesson
The State of AI in Advertising (Whatโ€™s Real vs Noise)
AdConversion Intermediate 1mo ago
#Ragerooms are corporate America's newest coping mechanism
RAG & Vector Search
#Ragerooms are corporate America's newest coping mechanism
Business Insider Intermediate 1mo 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 2mo ago
Update in the Collaborator Catalog: AI Filtering by Keywords
RAG & Vector Search โšก AI Lesson
Update in the Collaborator Catalog: AI Filtering by Keywords
Collaborator Intermediate 2mo ago
NEW Gemini Embedding 2 Update is INSANE!
RAG & Vector Search
NEW Gemini Embedding 2 Update is INSANE!
Julian Goldie SEO Intermediate 2mo ago
Gemini Embedding 2: Multimodal Retrieval Demo with ChromaDB
RAG & Vector Search โšก AI Lesson
Gemini Embedding 2: Multimodal Retrieval Demo with ChromaDB
Alejandro AO Intermediate 2mo ago
Google's New Model + Claude Code Just Changed RAG Forever
RAG & Vector Search โšก AI Lesson
Google's New Model + Claude Code Just Changed RAG Forever
Nate Herk Intermediate 2mo ago
Can we use RAG + Fine Tuning together? #genai
RAG & Vector Search โšก AI Lesson
Can we use RAG + Fine Tuning together? #genai
Satyajit Pattnaik Intermediate 2mo ago
How AI Finds Answers Instantly
RAG & Vector Search โšก AI Lesson
How AI Finds Answers Instantly
GenAI Geek Intermediate 2mo ago
A Fresh Look at a Private AI Knowledge Nucleus
RAG & Vector Search
A Fresh Look at a Private AI Knowledge Nucleus
AiInSixtySec Intermediate 2mo ago
"Good enough" misconceptions
RAG & Vector Search
"Good enough" misconceptions
Google Ads Intermediate 2mo ago
NEW Perplexity Update is INSANE! ๐Ÿคฏ
RAG & Vector Search โšก AI Lesson
NEW Perplexity Update is INSANE! ๐Ÿคฏ
Julian Goldie SEO Intermediate 2mo ago
The Biggest Shift in Business Since the Internet Just Happened
RAG & Vector Search โšก AI Lesson
The Biggest Shift in Business Since the Internet Just Happened
Liam Ottley (AI Auto) Intermediate 2mo ago
Why Congresswoman Jasmine Crockett lost the Texas primary #shorts
RAG & Vector Search โšก AI Lesson
Why Congresswoman Jasmine Crockett lost the Texas primary #shorts
Vox Intermediate 2mo ago
AI Storage Need Fuels Hard Drive Demand
RAG & Vector Search โšก AI Lesson
AI Storage Need Fuels Hard Drive Demand
Bloomberg Technology Intermediate 2mo ago
Why Most People Stay Poor
RAG & Vector Search โšก AI Lesson
Why Most People Stay Poor
Dan Lok Intermediate 2mo ago
Where AI and Crypto Collide
RAG & Vector Search
Where AI and Crypto Collide
The Information Intermediate 2mo ago
Why didnโ€™t the Constitution prevent Trump from attacking Iran? #shorts
RAG & Vector Search
Why didnโ€™t the Constitution prevent Trump from attacking Iran? #shorts
Vox Intermediate 2mo ago
Vector Reality Pinecone in Everyday AI Search
RAG & Vector Search
Vector Reality Pinecone in Everyday AI Search
AiInSixtySec Intermediate 2mo ago
No One Is Buying Computers Anymore
RAG & Vector Search
No One Is Buying Computers Anymore
Brodie Robertson Intermediate 2mo ago
Making Claude Code Actually Remember Things
RAG & Vector Search
Making Claude Code Actually Remember Things
Artem Zhutov Intermediate 2mo ago
Debug Storage APIs
RAG & Vector Search โšก AI Lesson
Debug Storage APIs
Matthew Berman Intermediate 2mo ago
Before you scale: A guide to Cloud Run cost optimization
RAG & Vector Search โšก AI Lesson
Before you scale: A guide to Cloud Run cost optimization
Google Cloud Tech Intermediate 2mo ago
Intro - Building RAG Applications
RAG & Vector Search โšก AI Lesson
Intro - Building RAG Applications
Analytics Vidhya Intermediate 1mo ago
LangChain Document Loaders
RAG & Vector Search โšก AI Lesson
LangChain Document Loaders
Analytics Vidhya Intermediate 1mo ago
Top 3 RAG Evaluation Frameworks: RAGAS, DeepEval, and Opik
RAG & Vector Search โšก AI Lesson
Top 3 RAG Evaluation Frameworks: RAGAS, DeepEval, and Opik
Analytics Vidhya Intermediate 1mo ago
Azure DevOps Engineer Exam: Question 17
RAG & Vector Search
Azure DevOps Engineer Exam: Question 17
KodeKloud Intermediate 1mo ago
Final Step: Take the Quiz & Claim Your Certificate
RAG & Vector Search โšก AI Lesson
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 2mo ago
Live Cloud Demo: RAG Chatbot on AWS App Runner & Step-by-Step Cleanup
RAG & Vector Search โšก AI Lesson
Live Cloud Demo: RAG Chatbot on AWS App Runner & Step-by-Step Cleanup
Analytics Vidhya Intermediate 2mo ago
Build and Deploy a GenAI RAG Chatbot on AWS: Bedrock, LlamaIndex & AppRunner
RAG & Vector Search โšก AI Lesson
Build and Deploy a GenAI RAG Chatbot on AWS: Bedrock, LlamaIndex & AppRunner
Analytics Vidhya Intermediate 2mo ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Google Drive
๐Ÿ“š Coursera Course โ†—
Self-paced
Google Drive
Opens on Coursera โ†—
Computational Thinking for Problem Solving
๐Ÿ“š Coursera Course โ†—
Self-paced
Computational Thinking for Problem Solving
Opens on Coursera โ†—
Kubernetes Certified (KCNA) + Hands On Labs + Practice Exams
๐Ÿ“š Coursera Course โ†—
Self-paced
Kubernetes Certified (KCNA) + Hands On Labs + Practice Exams
Opens on Coursera โ†—
Analyze Asset & Fund Management Strategies
๐Ÿ“š Coursera Course โ†—
Self-paced
Analyze Asset & Fund Management Strategies
Opens on Coursera โ†—
Technical Program Manager's Handbook: Mastering PM Skills
๐Ÿ“š Coursera Course โ†—
Self-paced
Technical Program Manager's Handbook: Mastering PM Skills
Opens on Coursera โ†—
Removing Barriers to Change
๐Ÿ“š Coursera Course โ†—
Self-paced
Removing Barriers to Change
Opens on Coursera โ†—