Core AI

RAG & Vector Search

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

4,150
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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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
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
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
Universal-3 Pro transcribes ASMR
RAG & Vector Search
Universal-3 Pro transcribes ASMR
AssemblyAI Beginner 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
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
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
Meta’s CapEx Increase & AI Ad Dominance
RAG & Vector Search
Meta’s CapEx Increase & AI Ad Dominance
The Information Beginner 4mo ago
What is a Vector Database? (Simple Explanation)
RAG & Vector Search
What is a Vector Database? (Simple Explanation)
Geet Beginner 4mo ago
Privacy by design: Building Earmark
RAG & Vector Search ⚡ AI Lesson
Privacy by design: Building Earmark
AssemblyAI 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
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
Lecture 01: Why Study Public Finance?
RAG & Vector Search
Lecture 01: Why Study Public Finance?
MIT OpenCourseWare Beginner 4mo ago
How to Build a Document Processing Pipeline for RAG with Nemotron
RAG & Vector Search
How to Build a Document Processing Pipeline for RAG with Nemotron
NVIDIA Developer Beginner 4mo ago
How NTT DATA Transforms Enterprise Document Parsing with LlamaIndex
RAG & Vector Search ⚡ AI Lesson
How NTT DATA Transforms Enterprise Document Parsing with LlamaIndex
LlamaIndex Beginner 4mo ago
How to build a data agent with BigQuery and CloudSQL
RAG & Vector Search ⚡ AI Lesson
How to build a data agent with BigQuery and CloudSQL
Google Cloud Tech Beginner 4mo ago
How "Average" People Are Making Millions On YouTube
RAG & Vector Search ⚡ AI Lesson
How "Average" People Are Making Millions On YouTube
Sunny Lenarduzzi Beginner 4mo ago
How to Scale Your AI Agency (Forward Deployed Engineer Model Breakdown)
RAG & Vector Search ⚡ AI Lesson
How to Scale Your AI Agency (Forward Deployed Engineer Model Breakdown)
Liam Ottley (AI Auto) Beginner 4mo ago
What is AI's Bitter Lesson ?
RAG & Vector Search
What is AI's Bitter Lesson ?
New Machina Beginner 4mo ago
Inshot App 📱 | Inshot Video Editing Course 2026 | InShot App Se Video Editing Kaise Kare 🔥
RAG & Vector Search
Inshot App 📱 | Inshot Video Editing Course 2026 | InShot App Se Video Editing Kaise Kare 🔥
Learning and Earning with Anjum Iqbal Beginner 5mo ago
Chat With Your Documents Data Ingestion & RAG Pipeline(Beginner Friendly)
RAG & Vector Search
Chat With Your Documents Data Ingestion & RAG Pipeline(Beginner Friendly)
ChethanAIChronicles Beginner 5mo ago
Shape Our AI Future: A Message From Onur Yuce Gun to High School & College Students
RAG & Vector Search ⚡ AI Lesson
Shape Our AI Future: A Message From Onur Yuce Gun to High School & College Students
Onur Yuce Gun, PhD Beginner 5mo ago
Retrieval Augmented Generation (RAG), Search, and Vector Databases
RAG & Vector Search
Retrieval Augmented Generation (RAG), Search, and Vector Databases
Serrano.Academy Beginner 5mo ago
Vector Embeddings Aren't the Silver Bullet for Your RAG #rag #aiengineering #llm #langchain
RAG & Vector Search
Vector Embeddings Aren't the Silver Bullet for Your RAG #rag #aiengineering #llm #langchain
Venelin Valkov Beginner 5mo ago
Trench Warfare: Defining WWI's Brutality #learnwithai #ai #facts
RAG & Vector Search ⚡ AI Lesson
Trench Warfare: Defining WWI's Brutality #learnwithai #ai #facts
Learn with AI Beginner 5mo ago
Local Multimodal RAG Pipeline End-to-End Tutorial | On DGX Spark
RAG & Vector Search ⚡ AI Lesson
Local Multimodal RAG Pipeline End-to-End Tutorial | On DGX Spark
Daniel Bourke Beginner 5mo ago
What is Agentic AI ? #devops #aiexplained
RAG & Vector Search ⚡ AI Lesson
What is Agentic AI ? #devops #aiexplained
GetDevOpsReady Beginner 5mo ago
Snowflake Arctic Embed 2.0: A Cost-Accuracy Tradeoff | Vector Databases for Beginners | Part 10
RAG & Vector Search ⚡ AI Lesson
Snowflake Arctic Embed 2.0: A Cost-Accuracy Tradeoff | Vector Databases for Beginners | Part 10
Data Science DoJo Beginner 5mo ago
Chat With Your Documents (RAG Chatbot with Sources) | Beginner Friendly|Part 1- Intro+Setup
RAG & Vector Search
Chat With Your Documents (RAG Chatbot with Sources) | Beginner Friendly|Part 1- Intro+Setup
ChethanAIChronicles Beginner 5mo ago
Open-Source vs Closed-Source Embeddings, Which to Choose? | Vector Databases for Beginners | Part 9
RAG & Vector Search ⚡ AI Lesson
Open-Source vs Closed-Source Embeddings, Which to Choose? | Vector Databases for Beginners | Part 9
Data Science DoJo Beginner 5mo ago
This Luxury Food Rating Was a Tire Company’s Secret Plan 🚗 #shorts
RAG & Vector Search
This Luxury Food Rating Was a Tire Company’s Secret Plan 🚗 #shorts
Jacky Chou from Indexsy Beginner 5mo ago
RAG & MCP Fundamentals – A Hands-On Crash Course
RAG & Vector Search ⚡ AI Lesson
RAG & MCP Fundamentals – A Hands-On Crash Course
freeCodeCamp.org Beginner 5mo ago
Can I Include A Logo In My Professional Email Signature?
RAG & Vector Search
Can I Include A Logo In My Professional Email Signature?
Job Success Network Beginner 5mo ago
Creating Embeddings With Closed-Source Model in Weaviate | Vector Databases for Beginners | Part 8
RAG & Vector Search ⚡ AI Lesson
Creating Embeddings With Closed-Source Model in Weaviate | Vector Databases for Beginners | Part 8
Data Science Dojo Beginner 5mo 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
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
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
Universal-3 Pro Technical Overview
RAG & Vector Search ⚡ AI Lesson
Universal-3 Pro Technical Overview
AssemblyAI Beginner 4mo ago
📚 Continue on Coursera External links · Free to audit
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Embed Everything
📚 External: Coursera ↗
Self-paced
Embed Everything
Opens on Coursera ↗
Building Applications with Vector Databases
📚 External: Coursera ↗
Self-paced
Building Applications with Vector Databases
Opens on Coursera ↗
Go Fundamentals: Presented by Gopher Guides
📚 External: Coursera ↗
Self-paced
Go Fundamentals: Presented by Gopher Guides
Opens on Coursera ↗
Advanced RAG with Vector Databases and Retrievers
📚 External: Coursera ↗
Self-paced
Advanced RAG with Vector Databases and Retrievers
Opens on Coursera ↗
Develop Intelligent AI Agents with OpenAI
📚 External: Coursera ↗
Self-paced
Develop Intelligent AI Agents with OpenAI
Opens on Coursera ↗
Optimizing Foundation Models
📚 External: Coursera ↗
Self-paced
Optimizing Foundation Models
Opens on Coursera ↗