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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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 2mo ago
Comment your answer๐Ÿ‘‡
RAG & Vector Search โšก AI Lesson
Comment your answer๐Ÿ‘‡
Tech With Tim Beginner 2mo 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 2mo ago
Coding might not be for you if you can't do this.
RAG & Vector Search โšก AI Lesson
Coding might not be for you if you can't do this.
Tech With Tim Beginner 2mo ago
Measurement hot takes with Gaurav Bhaya
RAG & Vector Search
Measurement hot takes with Gaurav Bhaya
Google Ads Beginner 2mo 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 2mo ago
Data+AI World Tour for Government 2025 - Building an AI-Native Future for CMS
RAG & Vector Search โšก AI Lesson
Data+AI World Tour for Government 2025 - Building an AI-Native Future for CMS
Databricks Intermediate 2mo ago
Universal-3 Pro transcribes ASMR
RAG & Vector Search
Universal-3 Pro transcribes ASMR
AssemblyAI Beginner 2mo ago
PyTorch Day India 2026 Closing Remarks Raghu Ghanti, Distinguished Engineer, IBM
RAG & Vector Search โšก AI Lesson
PyTorch Day India 2026 Closing Remarks Raghu Ghanti, Distinguished Engineer, IBM
PyTorch Intermediate 2mo ago
Get a 26% Boost in Google Ads Conversions ๐Ÿš€ #EnhancedConversions #ConversionTracking
RAG & Vector Search
Get a 26% Boost in Google Ads Conversions ๐Ÿš€ #EnhancedConversions #ConversionTracking
Google Ads Beginner 2mo ago
What is JEPA, and how will it impact World Models ?
RAG & Vector Search
What is JEPA, and how will it impact World Models ?
New Machina Beginner 2mo 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 2mo ago
Why Export GA4 Data to BigQuery? | Whiteboard Friday| Dave Westby
RAG & Vector Search โšก AI Lesson
Why Export GA4 Data to BigQuery? | Whiteboard Friday| Dave Westby
Moz Beginner 3mo 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 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
LangGraph Tutorial: Building a Multi-Agent AI Research Assistant
RAG & Vector Search
LangGraph Tutorial: Building a Multi-Agent AI Research Assistant
Analytics Vidhya Intermediate 3mo ago
Stop second-guessing high-stakes decisions.
RAG & Vector Search โšก AI Lesson
Stop second-guessing high-stakes decisions.
Stanford Online Intermediate 3mo ago
Build a Document Intelligence Pipeline With Nemotron RAG | Nemotron Labs
RAG & Vector Search โšก AI Lesson
Build a Document Intelligence Pipeline With Nemotron RAG | Nemotron Labs
NVIDIA Developer Intermediate 3mo ago
Metaโ€™s CapEx Increase & AI Ad Dominance
RAG & Vector Search
Metaโ€™s CapEx Increase & AI Ad Dominance
The Information Beginner 3mo ago
He Tried Linux, It Was A Mistake
RAG & Vector Search
He Tried Linux, It Was A Mistake
Brodie Robertson Intermediate 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
Your ads should reflect your true strengths
RAG & Vector Search
Your ads should reflect your true strengths
Focus Your Ads Intermediate 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
Turn Your RAG Pipeline Into a ChatGPT Like App๐Ÿ”ฅ(Beginner Friendly)
RAG & Vector Search
Turn Your RAG Pipeline Into a ChatGPT Like App๐Ÿ”ฅ(Beginner Friendly)
ChethanAIChronicles Intermediate 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
IS Oracle AI Database 26AI Vector Search Better Than Pinecone/Qdrant
RAG & Vector Search โšก AI Lesson
IS Oracle AI Database 26AI Vector Search Better Than Pinecone/Qdrant
Krish Naik Intermediate 3mo ago
OpenAI's New AI Consultants
RAG & Vector Search
OpenAI's New AI Consultants
The Information Intermediate 3mo 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 3mo ago
Lecture 08: Local Public Goods and Fiscal Federalism
RAG & Vector Search โšก AI Lesson
Lecture 08: Local Public Goods and Fiscal Federalism
MIT OpenCourseWare Intermediate 3mo ago
Lecture 04: Externalities in Practice II
RAG & Vector Search โšก AI Lesson
Lecture 04: Externalities in Practice II
MIT OpenCourseWare Intermediate 3mo ago
This is very important to understand.
RAG & Vector Search โšก AI Lesson
This is very important to understand.
Tech With Tim 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 2mo ago
The dark truth about becoming a software engineer...
RAG & Vector Search โšก AI Lesson
The dark truth about becoming a software engineer...
Tech With Tim Beginner 2mo ago
Have you used Rust as a back end language?
RAG & Vector Search โšก AI Lesson
Have you used Rust as a back end language?
Tech With Tim Beginner 2mo ago
Which backend language is the best for you?
RAG & Vector Search โšก AI Lesson
Which backend language is the best for you?
Tech With Tim Beginner 3mo ago
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
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
Privacy by design: Building Earmark
RAG & Vector Search โšก AI Lesson
Privacy by design: Building Earmark
AssemblyAI 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
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
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 15: Health Care III, Redistribution
RAG & Vector Search
Lecture 15: Health Care III, Redistribution
MIT OpenCourseWare Intermediate 3mo ago
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