Core AI

RAG & Vector Search

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

4,143
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
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LLM Fine-Tuning 24: Embedding & Embedding Fine-Tuning Full Guide | Train Your Own Embedding Model
RAG & Vector Search
LLM Fine-Tuning 24: Embedding & Embedding Fine-Tuning Full Guide | Train Your Own Embedding Model
Sunny Savita Intermediate 4mo ago
RAG Part 3: Context Injection & The "Lost in the Middle" Trap|| 30 days 30 AI concepts
RAG & Vector Search
RAG Part 3: Context Injection & The "Lost in the Middle" Trap|| 30 days 30 AI concepts
ClearTheAI Beginner 4mo ago
Stop Answering Interview Questions (Do This Instead)
RAG & Vector Search
Stop Answering Interview Questions (Do This Instead)
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AI Embeddings Explained - What They Are & Why They Matter | AI Engineering Tutorial
RAG & Vector Search
AI Embeddings Explained - What They Are & Why They Matter | AI Engineering Tutorial
Code to Innovation Beginner 4mo ago
Should you learn Python as a beginner?🤔
RAG & Vector Search ⚡ AI Lesson
Should you learn Python as a beginner?🤔
Tech With Tim Beginner 4mo ago
Wix vs Squarespace - Which one is best for making a website?
RAG & Vector Search ⚡ AI Lesson
Wix vs Squarespace - Which one is best for making a website?
Howfinity Beginner 4mo ago
Do you know it?🤔 Comment below.
RAG & Vector Search ⚡ AI Lesson
Do you know it?🤔 Comment below.
Tech With Tim Beginner 4mo ago
RAG-Part 2 || Vector databases ||Concept of HNSW and ANN explained with implementation
RAG & Vector Search ⚡ AI Lesson
RAG-Part 2 || Vector databases ||Concept of HNSW and ANN explained with implementation
ClearTheAI Beginner 4mo ago
Embeddings in AI Explained | How AI Understands Meaning with Vector Embeddings
RAG & Vector Search
Embeddings in AI Explained | How AI Understands Meaning with Vector Embeddings
Code to Innovation Beginner 4mo ago
AI Mode Features & Ranking | Tom Capper | Whiteboard Friday
RAG & Vector Search
AI Mode Features & Ranking | Tom Capper | Whiteboard Friday
Moz Beginner 4mo ago
Code Switching in Real-Time | Universal-Streaming Speech-to-Text
RAG & Vector Search
Code Switching in Real-Time | Universal-Streaming Speech-to-Text
AssemblyAI Intermediate 4mo ago
Vector Search vs Agentic Search #ai #rag #search #explained #tech #semantic #vector #claudecode
RAG & Vector Search
Vector Search vs Agentic Search #ai #rag #search #explained #tech #semantic #vector #claudecode
Jessica Wang Beginner 4mo ago
How to Make a Time Lapse from Video or Photos
RAG & Vector Search
How to Make a Time Lapse from Video or Photos
Movavi Vlog Beginner 4mo ago
Data+AI World Tour for Government 2025 - Building an AI-Native Future for CMS
RAG & Vector Search ⚡ AI Lesson
Data+AI World Tour for Government 2025 - Building an AI-Native Future for CMS
Databricks Intermediate 4mo ago
Universal-3 Pro transcribes ASMR
RAG & Vector Search
Universal-3 Pro transcribes ASMR
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PyTorch Day India 2026 Closing Remarks Raghu Ghanti, Distinguished Engineer, IBM
RAG & Vector Search ⚡ AI Lesson
PyTorch Day India 2026 Closing Remarks Raghu Ghanti, Distinguished Engineer, IBM
PyTorch Intermediate 4mo ago
Get a 26% Boost in Google Ads Conversions 🚀 #EnhancedConversions #ConversionTracking
RAG & Vector Search
Get a 26% Boost in Google Ads Conversions 🚀 #EnhancedConversions #ConversionTracking
Google Ads Beginner 4mo ago
Fix Your ATS Resume Score FAST (4 Simple Steps)
RAG & Vector Search
Fix Your ATS Resume Score FAST (4 Simple Steps)
Analytics Vidhya Beginner 4mo ago
30 AI Buzzwords Explained in 30 min (for Busy Leaders)
RAG & Vector Search ⚡ AI Lesson
30 AI Buzzwords Explained in 30 min (for Busy Leaders)
Shawhin Talebi Beginner 4mo ago
Bad gas chromatography is fooling juries (And how to guard against it)
RAG & Vector Search
Bad gas chromatography is fooling juries (And how to guard against it)
NACDLvideo Intermediate 4mo ago
Why Export GA4 Data to BigQuery? | Whiteboard Friday| Dave Westby
RAG & Vector Search ⚡ AI Lesson
Why Export GA4 Data to BigQuery? | Whiteboard Friday| Dave Westby
Moz Beginner 4mo ago
Illinois Gov. JB Pritzker encourages people to protest ICE #shorts
RAG & Vector Search
Illinois Gov. JB Pritzker encourages people to protest ICE #shorts
Vox Intermediate 4mo ago
Let's build RAG with n8n | RAG AI Agent | n8n AI automation | @n8n-io | Vector DB
RAG & Vector Search ⚡ AI Lesson
Let's build RAG with n8n | RAG AI Agent | n8n AI automation | @n8n-io | Vector DB
End to End Beginner 4mo ago
Don't get so wrapped up in the details that you forget the joy of coding
RAG & Vector Search ⚡ AI Lesson
Don't get so wrapped up in the details that you forget the joy of coding
freeCodeCamp.org Beginner 4mo ago
LangGraph Tutorial: Building a Multi-Agent AI Research Assistant
RAG & Vector Search
LangGraph Tutorial: Building a Multi-Agent AI Research Assistant
Analytics Vidhya Intermediate 4mo ago
Stop second-guessing high-stakes decisions.
RAG & Vector Search ⚡ AI Lesson
Stop second-guessing high-stakes decisions.
Stanford Online Intermediate 4mo ago
Build a Document Intelligence Pipeline With Nemotron RAG | Nemotron Labs
RAG & Vector Search ⚡ AI Lesson
Build a Document Intelligence Pipeline With Nemotron RAG | Nemotron Labs
NVIDIA Developer Intermediate 4mo ago
Meta’s CapEx Increase & AI Ad Dominance
RAG & Vector Search
Meta’s CapEx Increase & AI Ad Dominance
The Information Beginner 4mo ago
He Tried Linux, It Was A Mistake
RAG & Vector Search
He Tried Linux, It Was A Mistake
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What is a Vector Database? (Simple Explanation)
RAG & Vector Search
What is a Vector Database? (Simple Explanation)
Geet Beginner 4mo ago
Your ads should reflect your true strengths
RAG & Vector Search
Your ads should reflect your true strengths
Focus Your Ads Intermediate 4mo ago
Is RAG Dead in 2026? | Build Local RAG from First Principles
RAG & Vector Search
Is RAG Dead in 2026? | Build Local RAG from First Principles
Venelin Valkov Beginner 4mo ago
Embeddings & Vector Databases Explained
RAG & Vector Search
Embeddings & Vector Databases Explained
LearnThatStack Beginner 4mo ago
What is RAG? (Retrieval Augmented Generation)
RAG & Vector Search
What is RAG? (Retrieval Augmented Generation)
Geet Beginner 4mo ago
OpenAI's New AI Consultants
RAG & Vector Search
OpenAI's New AI Consultants
The Information Intermediate 4mo ago
3 Steps for Building an Intelligent Document Pipeline for RAG With Nemotron
RAG & Vector Search
3 Steps for Building an Intelligent Document Pipeline for RAG With Nemotron
NVIDIA Developer Intermediate 4mo ago
Comment your answer👇
RAG & Vector Search ⚡ AI Lesson
Comment your answer👇
Tech With Tim Beginner 4mo ago
Coding might not be for you if you can't do this.
RAG & Vector Search ⚡ AI Lesson
Coding might not be for you if you can't do this.
Tech With Tim Beginner 4mo ago
This is very important to understand.
RAG & Vector Search ⚡ AI Lesson
This is very important to understand.
Tech With Tim Beginner 4mo ago
No one will tell you this about becoming a developer.
RAG & Vector Search ⚡ AI Lesson
No one will tell you this about becoming a developer.
Tech With Tim Beginner 4mo ago
The dark truth about becoming a software engineer...
RAG & Vector Search ⚡ AI Lesson
The dark truth about becoming a software engineer...
Tech With Tim Beginner 4mo ago
Which backend language is the best for you?
RAG & Vector Search ⚡ AI Lesson
Which backend language is the best for you?
Tech With Tim Beginner 4mo ago
Go Programming - Full Course
RAG & Vector Search ⚡ AI Lesson
Go Programming - Full Course
Tech With Tim Beginner 4mo ago
Which language should you learn?
RAG & Vector Search ⚡ AI Lesson
Which language should you learn?
Tech With Tim Beginner 4mo ago
Privacy by design: Building Earmark
RAG & Vector Search ⚡ AI Lesson
Privacy by design: Building Earmark
AssemblyAI Beginner 4mo ago
You need to learn this in Python asap!
RAG & Vector Search ⚡ AI Lesson
You need to learn this in Python asap!
Tech With Tim Beginner 4mo ago
Mastering Agentic RAG: A 7-Stage Roadmap for Generative AI
RAG & Vector Search ⚡ AI Lesson
Mastering Agentic RAG: A 7-Stage Roadmap for Generative AI
Analytics Vidhya Beginner 4mo ago
How to get a software engineer remote job - Full Roadmap
RAG & Vector Search ⚡ AI Lesson
How to get a software engineer remote job - Full Roadmap
Tech With Tim Beginner 4mo ago
📚 Continue on Coursera External links · Free to audit
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Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
📚 External: Coursera ↗
Self-paced
Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
Opens on Coursera ↗
Optimize and Migrate Vectors
📚 External: Coursera ↗
Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Advanced Agentic AI: Production Data Architecture
📚 External: Coursera ↗
Self-paced
Advanced Agentic AI: Production Data Architecture
Opens on Coursera ↗
Multimodal RAG with GPT – Build Smarter Search & AI Systems
📚 External: Coursera ↗
Self-paced
Multimodal RAG with GPT – Build Smarter Search & AI Systems
Opens on Coursera ↗
GenAI Data Engineering and RAG Systems
📚 External: Coursera ↗
Self-paced
GenAI Data Engineering and RAG Systems
Opens on Coursera ↗
Retrieval Augmented Generation (RAG)
📚 External: Coursera ↗
Self-paced
Retrieval Augmented Generation (RAG)
Opens on Coursera ↗