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
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Is C# the best back end language for you to learn?
RAG & Vector Search โšก AI Lesson
Is C# the best back end language for you to learn?
Tech With Tim Beginner 3mo ago
Go Programming - Full Course
RAG & Vector Search โšก AI Lesson
Go Programming - Full Course
Tech With Tim Beginner 3mo ago
Let's build RAG with n8n | RAG AI Agent | n8n AI automation | @n8n-io | Vector DB
RAG & Vector Search โšก AI Lesson
Let's build RAG with n8n | RAG AI Agent | n8n AI automation | @n8n-io | Vector DB
End to End Beginner 3mo ago
Don't get so wrapped up in the details that you forget the joy of coding
RAG & Vector Search โšก AI Lesson
Don't get so wrapped up in the details that you forget the joy of coding
freeCodeCamp.org Beginner 3mo ago
Metaโ€™s CapEx Increase & AI Ad Dominance
RAG & Vector Search
Metaโ€™s CapEx Increase & AI Ad Dominance
The Information Beginner 3mo ago
This Turns Your RAG Into ChatGPT ๐Ÿคฏ#shorts #ai #aitools #chatgpt
RAG & Vector Search โšก AI Lesson
This Turns Your RAG Into ChatGPT ๐Ÿคฏ#shorts #ai #aitools #chatgpt
ChethanAIChronicles Beginner 3mo ago
Privacy by design: Building Earmark
RAG & Vector Search โšก AI Lesson
Privacy by design: Building Earmark
AssemblyAI Beginner 3mo ago
Building Earmark: Real-time voice AI, privacy by design, and founder lessons
RAG & Vector Search โšก AI Lesson
Building Earmark: Real-time voice AI, privacy by design, and founder lessons
AssemblyAI Beginner 3mo ago
Mastering Agentic RAG: A 7-Stage Roadmap for Generative AI
RAG & Vector Search โšก AI Lesson
Mastering Agentic RAG: A 7-Stage Roadmap for Generative AI
Analytics Vidhya Beginner 3mo ago
Intelligence Is My Dump Stat: Getting Into Cybersecurity
RAG & Vector Search โšก AI Lesson
Intelligence Is My Dump Stat: Getting Into Cybersecurity
SANS Institute Beginner 3mo ago
Embeddings & Vector Databases Explained
RAG & Vector Search
Embeddings & Vector Databases Explained
LearnThatStack Beginner 3mo ago
The House of Representatives is stuck at 435 seats. Thatโ€™s a problem. #shorts
RAG & Vector Search
The House of Representatives is stuck at 435 seats. Thatโ€™s a problem. #shorts
Vox Beginner 3mo ago
Tips from a 20-year developer veteran turned consultancy founder โ€“ Tapas Adhikary [Podcast #206]
RAG & Vector Search โšก AI Lesson
Tips from a 20-year developer veteran turned consultancy founder โ€“ Tapas Adhikary [Podcast #206]
freeCodeCamp.org Beginner 3mo ago
Lecture 17: Redistribution and Welfare, Taxation Overview
RAG & Vector Search
Lecture 17: Redistribution and Welfare, Taxation Overview
MIT OpenCourseWare Beginner 3mo ago
Lecture 18: Overview of Taxation and Tax Base, Tax Incidence
RAG & Vector Search
Lecture 18: Overview of Taxation and Tax Base, Tax Incidence
MIT OpenCourseWare Beginner 3mo ago
How to build a data agent with BigQuery and CloudSQL
RAG & Vector Search โšก AI Lesson
How to build a data agent with BigQuery and CloudSQL
Google Cloud Tech Beginner 3mo ago
How "Average" People Are Making Millions On YouTube
RAG & Vector Search โšก AI Lesson
How "Average" People Are Making Millions On YouTube
Sunny Lenarduzzi Beginner 3mo ago
What is AI's Bitter Lesson ?
RAG & Vector Search
What is AI's Bitter Lesson ?
New Machina Beginner 3mo ago
Inshot App ๐Ÿ“ฑ | Inshot Video Editing Course 2026 | InShot App Se Video Editing Kaise Kare ๐Ÿ”ฅ
RAG & Vector Search
Inshot App ๐Ÿ“ฑ | Inshot Video Editing Course 2026 | InShot App Se Video Editing Kaise Kare ๐Ÿ”ฅ
Learning and Earning with Anjum Iqbal Beginner 3mo 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 3mo ago
Shape Our AI Future: A Message From Onur Yuce Gun to High School & College Students
RAG & Vector Search โšก AI Lesson
Shape Our AI Future: A Message From Onur Yuce Gun to High School & College Students
Onur Yuce Gun, PhD Beginner 3mo ago
Supporting Military Transitions with the USO
RAG & Vector Search
Supporting Military Transitions with the USO
Coursera Beginner 3mo ago
Retrieval Augmented Generation (RAG), Search, and Vector Databases
RAG & Vector Search
Retrieval Augmented Generation (RAG), Search, and Vector Databases
Serrano.Academy Beginner 3mo 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 3mo ago
TTEC accelerates AI deployment and revenue streams with Google Cloud Consulting
RAG & Vector Search
TTEC accelerates AI deployment and revenue streams with Google Cloud Consulting
Google Cloud Beginner 3mo ago
Trench Warfare: Defining WWI's Brutality #learnwithai #ai #facts
RAG & Vector Search โšก AI Lesson
Trench Warfare: Defining WWI's Brutality #learnwithai #ai #facts
Learn with AI Beginner 3mo ago
Local Multimodal RAG Pipeline End-to-End Tutorial | On DGX Spark
RAG & Vector Search โšก AI Lesson
Local Multimodal RAG Pipeline End-to-End Tutorial | On DGX Spark
Daniel Bourke Beginner 3mo ago
Snowflake Arctic Embed 2.0: A Cost-Accuracy Tradeoff | Vector Databases for Beginners | Part 10
RAG & Vector Search โšก AI Lesson
Snowflake Arctic Embed 2.0: A Cost-Accuracy Tradeoff | Vector Databases for Beginners | Part 10
Data Science DoJo Beginner 3mo ago
This is Why You Need to BELIEVE in Your Ideas | Lessons from Michael Dell in 22 Minutes
RAG & Vector Search
This is Why You Need to BELIEVE in Your Ideas | Lessons from Michael Dell in 22 Minutes
Evan Carmichael Beginner 3mo ago
Open-Source vs Closed-Source Embeddings, Which to Choose? | Vector Databases for Beginners | Part 9
RAG & Vector Search โšก AI Lesson
Open-Source vs Closed-Source Embeddings, Which to Choose? | Vector Databases for Beginners | Part 9
Data Science DoJo Beginner 3mo ago
This Luxury Food Rating Was a Tire Companyโ€™s Secret Plan ๐Ÿš— #shorts
RAG & Vector Search
This Luxury Food Rating Was a Tire Companyโ€™s Secret Plan ๐Ÿš— #shorts
Jacky Chou from Indexsy Beginner 3mo ago
New FREE Antigravity AI Video Agent is INSANE!
RAG & Vector Search
New FREE Antigravity AI Video Agent is INSANE!
Julian Goldie SEO Beginner 3mo ago
Creating Embeddings With Closed-Source Model in Weaviate | Vector Databases for Beginners | Part 8
RAG & Vector Search โšก AI Lesson
Creating Embeddings With Closed-Source Model in Weaviate | Vector Databases for Beginners | Part 8
Data Science Dojo Beginner 3mo ago
How to Transition from Non-IT to IT Jobs? | Switch to IT Careers #shorts #simplilearn
RAG & Vector Search
How to Transition from Non-IT to IT Jobs? | Switch to IT Careers #shorts #simplilearn
Simplilearn Beginner 3mo ago
Mastering Vector Databases: Embeddings, FAISS, and Semantic Search
RAG & Vector Search
Mastering Vector Databases: Embeddings, FAISS, and Semantic Search
Analytics Vidhya Beginner 3mo ago
Vector Database Explained Simply | Semantic Search
RAG & Vector Search
Vector Database Explained Simply | Semantic Search
GetDevOpsReady Beginner 3mo ago
Which language should you learn?
RAG & Vector Search โšก AI Lesson
Which language should you learn?
Tech With Tim Beginner 3mo ago
This is very important to understand.
RAG & Vector Search โšก AI Lesson
This is very important to understand.
Tech With Tim Beginner 3mo ago
You need to learn this in Python asap!
RAG & Vector Search โšก AI Lesson
You need to learn this in Python asap!
Tech With Tim Beginner 3mo ago
How to get a software engineer remote job - Full Roadmap
RAG & Vector Search โšก AI Lesson
How to get a software engineer remote job - Full Roadmap
Tech With Tim Beginner 3mo ago
Lecture 24: Corporate Taxation and Tax Reform
RAG & Vector Search โšก AI Lesson
Lecture 24: Corporate Taxation and Tax Reform
MIT OpenCourseWare Beginner 3mo ago
Lecture 01: Why Study Public Finance?
RAG & Vector Search
Lecture 01: Why Study Public Finance?
MIT OpenCourseWare Beginner 3mo ago
Universal-3 Pro Technical Overview
RAG & Vector Search โšก AI Lesson
Universal-3 Pro Technical Overview
AssemblyAI Beginner 3mo ago
I Tested 3 Interview Prep Methods So You Don't Have To
RAG & Vector Search โšก AI Lesson
I Tested 3 Interview Prep Methods So You Don't Have To
Tech With Tim Beginner 3mo ago
Chat with your documents using RAG ๐Ÿ”ฅ #shorts #RAG #AI #Chatbot
RAG & Vector Search โšก AI Lesson
Chat with your documents using RAG ๐Ÿ”ฅ #shorts #RAG #AI #Chatbot
ChethanAIChronicles Beginner 3mo 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 3mo ago
RAG & MCP Fundamentals โ€“ A Hands-On Crash Course
RAG & Vector Search โšก AI Lesson
RAG & MCP Fundamentals โ€“ A Hands-On Crash Course
freeCodeCamp.org Beginner 3mo ago
The Only Programming Languages Worth Learning in 2026
RAG & Vector Search โšก AI Lesson
The Only Programming Languages Worth Learning in 2026
Tech With Tim Beginner 3mo ago
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Manage Data in Chroma
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Manage Data in Chroma
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Python for Data Analysis: Pandas & NumPy
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Foundations of Micro850 PLC Programming
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Optimizing Spark and Cloud Data Storage for Analytics
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Optimizing Spark and Cloud Data Storage for Analytics
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