Core AI

RAG & Vector Search

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

6,864
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
LangChain Tutorial for Beginners: Prompt Templates and Placeholders
AI Agents & Automation โšก AI Lesson
LangChain Tutorial for Beginners: Prompt Templates and Placeholders
KGP Talkie Beginner 3w ago
Two Limits No Model Has Escaped
Large Language Models โšก AI Lesson
Two Limits No Model Has Escaped
Super Data Science: ML & AI Podcast with Jon Krohn Beginner 3w ago
What exactly is retrieval augmented generation?
RAG & Vector Search โšก AI Lesson
What exactly is retrieval augmented generation?
Vizuara Intermediate 2mo ago
RAG Explained Visually ๐Ÿคฏ | The AI Technique Behind ChatGPT's Smart Answers
RAG & Vector Search โšก AI Lesson
RAG Explained Visually ๐Ÿคฏ | The AI Technique Behind ChatGPT's Smart Answers
TechNextLabTelugu Beginner 2mo ago
When All Context Matters: Extended Cache Augmented Generation - Luis Romero-Sevilla, Orbis
RAG & Vector Search โšก AI Lesson
When All Context Matters: Extended Cache Augmented Generation - Luis Romero-Sevilla, Orbis
AI Engineer Beginner 2mo ago
HyDE Retrieval in Python: Improve RAG Recall with SentenceTransformers
RAG & Vector Search โšก AI Lesson
HyDE Retrieval in Python: Improve RAG Recall with SentenceTransformers
Professor Py: AI Engineering Intermediate 2mo ago
Google RAG Secret to Higher Rankings w/ Josh Bachynski #shorts
RAG & Vector Search โšก AI Lesson
Google RAG Secret to Higher Rankings w/ Josh Bachynski #shorts
josh bachynski Beginner 2mo ago
What Is a VECTOR DATABASE? Simple Explanation
RAG & Vector Search โšก AI Lesson
What Is a VECTOR DATABASE? Simple Explanation
Online Training for Everyone Beginner 2mo ago
PixelRAG & Qwen3-VL: The Next Evolution of Multimodal Retrieval. DeepSeek OCR. Visual Language Model
RAG & Vector Search โšก AI Lesson
PixelRAG & Qwen3-VL: The Next Evolution of Multimodal Retrieval. DeepSeek OCR. Visual Language Model
Byte Goose AI. Beginner 2mo ago
What is Vector Database? #rag #generativeai #llms
RAG & Vector Search โšก AI Lesson
What is Vector Database? #rag #generativeai #llms
Rajeev Kanth | BEPEC Beginner 1mo ago
System B: The AIO Discovery Engine Revolution #shorts
RAG & Vector Search โšก AI Lesson
System B: The AIO Discovery Engine Revolution #shorts
josh bachynski Beginner 2mo ago
8. Redis Implementation | Explained in Tamil | RAG | AI Agents | GenAI | LLM | VectorDB | Caching
RAG & Vector Search โšก AI Lesson
8. Redis Implementation | Explained in Tamil | RAG | AI Agents | GenAI | LLM | VectorDB | Caching
AI with Akash Beginner 2mo ago
10. Fuzzy Matching | Explained in Tamil | RAG | AI Agents | GenAI | LLM | Vector DB | Redis
RAG & Vector Search โšก AI Lesson
10. Fuzzy Matching | Explained in Tamil | RAG | AI Agents | GenAI | LLM | Vector DB | Redis
AI with Akash Beginner 2mo ago
๐Ÿ“– AI Engineer Interview Questions. #artificialintelligence  #aiinterviewquestions
AI News & Updates โšก AI Lesson
๐Ÿ“– AI Engineer Interview Questions. #artificialintelligence #aiinterviewquestions
Rajeev Kanth | BEPEC Beginner 1mo ago
The RAG Mistake Almost Every Team Is Making (with Pete Johnson)
RAG & Vector Search โšก AI Lesson
The RAG Mistake Almost Every Team Is Making (with Pete Johnson)
Super Data Science: ML & AI Podcast with Jon Krohn Beginner 1mo ago
AI Engineer Roadmap 2026 | Become an AI Engineer from Scratch | #Shorts | #Simplilearn
ML Fundamentals โšก AI Lesson
AI Engineer Roadmap 2026 | Become an AI Engineer from Scratch | #Shorts | #Simplilearn
Simplilearn Advanced 1mo ago
RAG vs Agentic RAG vs Graph RAG Explained | Which AI Retrieval Architecture Wins? | Bazai
AI Agents & Automation โšก AI Lesson
RAG vs Agentic RAG vs Graph RAG Explained | Which AI Retrieval Architecture Wins? | Bazai
BazAI Beginner 2mo ago
What is RAG? (the fix for AI making things up) #RAG #AIexplained #LLM #ChatGPT #AIforBusiness
Large Language Models โšก AI Lesson
What is RAG? (the fix for AI making things up) #RAG #AIexplained #LLM #ChatGPT #AIforBusiness
__beginnerscode__ Beginner 2mo ago
RAG and AI Agents Explained: How to Build Powerful LLM Applications | Chapter 6 AI Engineering
AI Agents & Automation โšก AI Lesson
RAG and AI Agents Explained: How to Build Powerful LLM Applications | Chapter 6 AI Engineering
onepagecode Intermediate 2mo ago
Table RAG in Python:  Retrieve PDF Tables with Docling and DuckDB
Large Language Models โšก AI Lesson
Table RAG in Python: Retrieve PDF Tables with Docling and DuckDB
Professor Py: AI Engineering Beginner 2mo ago
Claude Opus 4 + RAG: Build an AI App with Embeddings & Knowledge Graphs | MVP Unplugged
RAG & Vector Search โšก AI Lesson
Claude Opus 4 + RAG: Build an AI App with Embeddings & Knowledge Graphs | MVP Unplugged
Microsoft Developer Intermediate 2mo ago
POV: You Donโ€™t Drink & Got Liver Disease Anyway
RAG & Vector Search โšก AI Lesson
POV: You Donโ€™t Drink & Got Liver Disease Anyway
Dr Sermed Mezher Intermediate 2mo ago
Access Mental Health Conference 2025: Embedding Digital Change in Mental Health & Embracing AI
Mental Health & Wellbeing Practice โšก AI Lesson
Access Mental Health Conference 2025: Embedding Digital Change in Mental Health & Embracing AI
The Access Group Intermediate 2mo ago
Graph RAG for Code with GitNexus
RAG & Vector Search โšก AI Lesson
Graph RAG for Code with GitNexus
Rajistics - data science, AI, and machine learning Beginner 2mo ago
Boost AI context with hybrid search in Spanner
Large Language Models โšก AI Lesson
Boost AI context with hybrid search in Spanner
Google Cloud Tech Intermediate 2mo ago
RAG Chunking Part 3 โ€” The Patterns That Fix โ€œRight Hit, Wrong Contextโ€
RAG & Vector Search โšก AI Lesson
RAG Chunking Part 3 โ€” The Patterns That Fix โ€œRight Hit, Wrong Contextโ€
cholakovit Beginner 2mo ago
What is Word Embedding in NLP -  Natural Language Processing
RAG & Vector Search โšก AI Lesson
What is Word Embedding in NLP - Natural Language Processing
codehubgenius Beginner 2mo ago
What is a Vector Database? | The Technology Behind Modern AI
RAG & Vector Search โšก AI Lesson
What is a Vector Database? | The Technology Behind Modern AI
Neural Monk Beginner 2mo ago
How to Build Your First Production RAG Pipeline (in 15 Minutes)
AI News & Updates โšก AI Lesson
How to Build Your First Production RAG Pipeline (in 15 Minutes)
Skillshare Beginner 2mo ago
How RAG Stops AI Hallucinations | RAG Explained for Beginners | #Shorts #Simplilearn
Large Language Models โšก AI Lesson
How RAG Stops AI Hallucinations | RAG Explained for Beginners | #Shorts #Simplilearn
Simplilearn Beginner 1mo ago
LangChain Tutorial for Beginners: Free AI API Setup with OpenRouter
Large Language Models โšก AI Lesson
LangChain Tutorial for Beginners: Free AI API Setup with OpenRouter
KGP Talkie Beginner 1mo ago
RIP Z-IMAGE! NEW FREE NSFW IMAGE AI IS HERE! LESS THAN 8GB VRAM!
Image & Video AI โšก AI Lesson
RIP Z-IMAGE! NEW FREE NSFW IMAGE AI IS HERE! LESS THAN 8GB VRAM!
Aitrepreneur Beginner 4mo ago
What is Agentic AI ? #devops #aiexplained
RAG & Vector Search โšก AI Lesson
What is Agentic AI ? #devops #aiexplained
GetDevOpsReady Beginner 7mo ago
The Unknown Crypto Exchange With Major Market Impact | Hyperliquid
AI News & Updates โšก AI Lesson
The Unknown Crypto Exchange With Major Market Impact | Hyperliquid
The Information Intermediate 10mo ago
Should you learn Python as a beginner?๐Ÿค”
RAG & Vector Search โšก AI Lesson
Should you learn Python as a beginner?๐Ÿค”
Tech With Tim Beginner 6mo ago
NEVER write code like this.
RAG & Vector Search โšก AI Lesson
NEVER write code like this.
Tech With Tim Beginner 5mo ago
Vector Database Explained Simply | Semantic Search
RAG & Vector Search โšก AI Lesson
Vector Database Explained Simply | Semantic Search
GetDevOpsReady Beginner 7mo ago
Kimi K2.6 with OpenCode & OpenRouter | Agentic RAG with LangChain, LangGraph & NextJS | ๐Ÿ”ด Live
AI Agents & Automation โšก AI Lesson
Kimi K2.6 with OpenCode & OpenRouter | Agentic RAG with LangChain, LangGraph & NextJS | ๐Ÿ”ด Live
Venelin Valkov Beginner 4mo ago
Vector Databases Explained
RAG & Vector Search โšก AI Lesson
Vector Databases Explained
Analytics Vidhya Beginner 5mo ago
Docling HybridChunker in Python: Keep Headings in RAG Chunks
RAG & Vector Search โšก AI Lesson
Docling HybridChunker in Python: Keep Headings in RAG Chunks
Professor Py: AI Engineering Intermediate 1mo ago
Integration with Streamlit | Explained in Tamil | RAG | AI Agents | GenAI | LLM | VectorDB | Caching
RAG & Vector Search โšก AI Lesson
Integration with Streamlit | Explained in Tamil | RAG | AI Agents | GenAI | LLM | VectorDB | Caching
AI with Akash Beginner 2mo ago
Cosine Similarity vs Dot Product vs Euclidean Distance in Python: Choose a Vector Search Metric
RAG & Vector Search โšก AI Lesson
Cosine Similarity vs Dot Product vs Euclidean Distance in Python: Choose a Vector Search Metric
Professor Py: AI Engineering Beginner 1mo ago
Qwen 3.8 Max vs Claude Opus 5 - Speed, Cost and Coding Tested
Large Language Models โšก AI Lesson
Qwen 3.8 Max vs Claude Opus 5 - Speed, Cost and Coding Tested
KGP Talkie Beginner 1mo ago
What is Agentic RAG? #agenticrag #artificialintelligence
RAG & Vector Search โšก AI Lesson
What is Agentic RAG? #agenticrag #artificialintelligence
Rajeev Kanth | BEPEC Beginner 1mo ago
AI Overviews & RAG: Your SEO Future Explained #shorts
RAG & Vector Search โšก AI Lesson
AI Overviews & RAG: Your SEO Future Explained #shorts
josh bachynski Beginner 2mo ago
What is RAG? Most asked skill in AI Engineers. #artificialintelligence #rag
RAG & Vector Search โšก AI Lesson
What is RAG? Most asked skill in AI Engineers. #artificialintelligence #rag
Rajeev Kanth | BEPEC Beginner 2mo ago
Hermes Agent Lead Generation Automation - Unlimited Leads/Day
AI Agents & Automation โšก AI Lesson
Hermes Agent Lead Generation Automation - Unlimited Leads/Day
KGP Talkie Beginner 2mo ago
No one will tell you this about becoming a developer.
RAG & Vector Search โšก AI Lesson
No one will tell you this about becoming a developer.
Tech With Tim Beginner 6mo ago
๐Ÿ“š Continue on Coursera External links ยท Free to audit
1 / 3 View all โ†’
AI Enhancement with Knowledge Graphs - Mastering RAG Systems
๐Ÿ“š External: Coursera โ†—
Self-paced
AI Enhancement with Knowledge Graphs - Mastering RAG Systems
Opens on Coursera โ†—
Advance Multi-Agent Systems & Production AI with LangSmith
๐Ÿ“š External: Coursera โ†—
Self-paced
Advance Multi-Agent Systems & Production AI with LangSmith
Opens on Coursera โ†—
Vector Search with Relational Databases using PostgreSQL
๐Ÿ“š External: Coursera โ†—
Self-paced
Vector Search with Relational Databases using PostgreSQL
Opens on Coursera โ†—
Create Embeddings, Vector Search, and RAG with BigQuery
๐Ÿ“š External: Coursera โ†—
Self-paced
Create Embeddings, Vector Search, and RAG with BigQuery
Opens on Coursera โ†—
Advanced Retrieval for AI with Chroma
๐Ÿ“š External: Coursera โ†—
Self-paced
Advanced Retrieval for AI with Chroma
Opens on Coursera โ†—
Vector Database Foundations and Core Concepts
๐Ÿ“š External: Coursera โ†—
Self-paced
Vector Database Foundations and Core Concepts
Opens on Coursera โ†—