Core AI

RAG & Vector Search

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

5,307
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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#Ragerooms are corporate America's newest coping mechanism
RAG & Vector Search
#Ragerooms are corporate America's newest coping mechanism
Business Insider Intermediate 2mo ago
STOP wasting budget on bad leads! ๐Ÿ›‘ #LeadFunnel #GoogleTag #ConversionTracking
RAG & Vector Search โšก AI Lesson
STOP wasting budget on bad leads! ๐Ÿ›‘ #LeadFunnel #GoogleTag #ConversionTracking
Google Ads Advanced 2mo ago
Try this secret YouTube algorithm hack
RAG & Vector Search โšก AI Lesson
Try this secret YouTube algorithm hack
Matt Diggity Beginner 2mo ago
How I use AI to make my life easier.
RAG & Vector Search โšก AI Lesson
How I use AI to make my life easier.
Tech With Tim Beginner 2mo ago
This probably isn't what you think it is!
RAG & Vector Search โšก AI Lesson
This probably isn't what you think it is!
Tech With Tim Beginner 2mo ago
Gemini Embedding 2 - Multimodal (Text, Images, PDF, Audio, Video) Embeddings for RAGs and Agents
RAG & Vector Search
Gemini Embedding 2 - Multimodal (Text, Images, PDF, Audio, Video) Embeddings for RAGs and Agents
Venelin Valkov Advanced 2mo ago
What is MCP and RAG?
RAG & Vector Search
What is MCP and RAG?
AI Coach John (Tamil) Beginner 2mo ago
Google Gemini Embedding 2 Tutorial | Multimodal Image Matching Project
RAG & Vector Search โšก AI Lesson
Google Gemini Embedding 2 Tutorial | Multimodal Image Matching Project
Analytics Vidhya Beginner 2mo ago
LLM Engineer Roadmap 2026 | How to Become an AI Engineer | #shorts #simplilearn
RAG & Vector Search
LLM Engineer Roadmap 2026 | How to Become an AI Engineer | #shorts #simplilearn
Simplilearn Intermediate 2mo ago
Update in the Collaborator Catalog: AI Filtering by Keywords
RAG & Vector Search โšก AI Lesson
Update in the Collaborator Catalog: AI Filtering by Keywords
Collaborator Intermediate 2mo ago
Final Step: Take the Quiz & Claim Your Certificate
RAG & Vector Search โšก AI Lesson
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 2mo ago
Tech Stocks Under Pressure As Iran War Drags On | Bloomberg Tech 3/12/2026
RAG & Vector Search โšก AI Lesson
Tech Stocks Under Pressure As Iran War Drags On | Bloomberg Tech 3/12/2026
Bloomberg Technology Beginner 2mo ago
The Tools That Quietly Run My Proxmox Home Lab in 2026
RAG & Vector Search
The Tools That Quietly Run My Proxmox Home Lab in 2026
VirtualizationHowto Beginner 2mo ago
LinkedIn Ads has different rules: don't go broad
RAG & Vector Search
LinkedIn Ads has different rules: don't go broad
James Green | Ads for B2B ๐Ÿ’ป Beginner 2mo ago
NEW Gemini Embedding 2 Update is INSANE!
RAG & Vector Search
NEW Gemini Embedding 2 Update is INSANE!
Julian Goldie SEO Intermediate 2mo ago
Gemini Embedding 2: Multimodal Retrieval Demo with ChromaDB
RAG & Vector Search โšก AI Lesson
Gemini Embedding 2: Multimodal Retrieval Demo with ChromaDB
Alejandro AO Intermediate 2mo ago
Gemini Embedding 2 Hands-on in 8 mins!
RAG & Vector Search โšก AI Lesson
Gemini Embedding 2 Hands-on in 8 mins!
1littlecoder Advanced 2mo ago
Google's New Model + Claude Code Just Changed RAG Forever
RAG & Vector Search โšก AI Lesson
Google's New Model + Claude Code Just Changed RAG Forever
Nate Herk Intermediate 2mo ago
Can we use RAG + Fine Tuning together? #genai
RAG & Vector Search โšก AI Lesson
Can we use RAG + Fine Tuning together? #genai
Satyajit Pattnaik Intermediate 2mo ago
Why OpenAI Embeddings Still Work Even After You Truncate Them
RAG & Vector Search โšก AI Lesson
Why OpenAI Embeddings Still Work Even After You Truncate Them
ExplainingAI Advanced 2mo ago
CS50x Puzzle Day 2026
RAG & Vector Search โšก AI Lesson
CS50x Puzzle Day 2026
CS50 Beginner 2mo ago
How AI Finds Answers Instantly
RAG & Vector Search โšก AI Lesson
How AI Finds Answers Instantly
GenAI Geek Intermediate 2mo ago
Off the Racquet 2026: An Exclusive Retreat at Indian Wells
RAG & Vector Search
Off the Racquet 2026: An Exclusive Retreat at Indian Wells
The Information Advanced 2mo ago
Build a RAG System in 50 Lines of Python
RAG & Vector Search
Build a RAG System in 50 Lines of Python
Shane | LLM Implementation Beginner 2mo ago
Never Do This When a Client Says โ€œIโ€™m Interestedโ€
RAG & Vector Search
Never Do This When a Client Says โ€œIโ€™m Interestedโ€
Adam Erhart Beginner 2mo ago
Is RAG Still Needed? Choosing the Best Approach for LLMs
RAG & Vector Search โšก AI Lesson
Is RAG Still Needed? Choosing the Best Approach for LLMs
IBM Technology Beginner 2mo ago
A Fresh Look at a Private AI Knowledge Nucleus
RAG & Vector Search
A Fresh Look at a Private AI Knowledge Nucleus
AiInSixtySec Intermediate 2mo ago
Alysa Liu Motivation for Women's Day ๐Ÿ’ซ
RAG & Vector Search
Alysa Liu Motivation for Women's Day ๐Ÿ’ซ
Hostinger Academy Beginner 2mo ago
DGX Spark Live: Nemotron Models for Orthopaedic Education
RAG & Vector Search โšก AI Lesson
DGX Spark Live: Nemotron Models for Orthopaedic Education
NVIDIA Developer Beginner 2mo ago
"Good enough" misconceptions
RAG & Vector Search
"Good enough" misconceptions
Google Ads Intermediate 2mo ago
How Much Does a Cloud DevOps Engineer Earn in 2026? Salary Guide | #Shorts | #Simplilearn
RAG & Vector Search
How Much Does a Cloud DevOps Engineer Earn in 2026? Salary Guide | #Shorts | #Simplilearn
Simplilearn Beginner 2mo ago
FREE Drag & Drop Contact Form Builder for WordPress (No Coding) | HT Contact Form
RAG & Vector Search โšก AI Lesson
FREE Drag & Drop Contact Form Builder for WordPress (No Coding) | HT Contact Form
Quick Tips Beginner 2mo ago
Best Time to Post on Instagram in 2026 (Based on 9.6 Million Posts)
RAG & Vector Search
Best Time to Post on Instagram in 2026 (Based on 9.6 Million Posts)
Buffer Beginner 2mo ago
NEW Perplexity Update is INSANE! ๐Ÿคฏ
RAG & Vector Search โšก AI Lesson
NEW Perplexity Update is INSANE! ๐Ÿคฏ
Julian Goldie SEO Intermediate 2mo ago
The Biggest Shift in Business Since the Internet Just Happened
RAG & Vector Search โšก AI Lesson
The Biggest Shift in Business Since the Internet Just Happened
Liam Ottley (AI Auto) Intermediate 2mo ago
Claude Artifacts Masterclass: Build Real Apps in Your Browser (No Coding Required) ๐Ÿ”ฅ
RAG & Vector Search
Claude Artifacts Masterclass: Build Real Apps in Your Browser (No Coding Required) ๐Ÿ”ฅ
AI.Genisis Beginner 2mo ago
This could be holding you back massively as a developer.
RAG & Vector Search โšก AI Lesson
This could be holding you back massively as a developer.
Tech With Tim Beginner 2mo ago
Live Cloud Demo: RAG Chatbot on AWS App Runner & Step-by-Step Cleanup
RAG & Vector Search โšก AI Lesson
Live Cloud Demo: RAG Chatbot on AWS App Runner & Step-by-Step Cleanup
Analytics Vidhya Intermediate 2mo ago
AWS Bedrock Knowledge Base Tutorial: RAG with OpenSearch & Titan Embeddings
RAG & Vector Search โšก AI Lesson
AWS Bedrock Knowledge Base Tutorial: RAG with OpenSearch & Titan Embeddings
Analytics Vidhya Beginner 2mo ago
Build and Deploy a GenAI RAG Chatbot on AWS: Bedrock, LlamaIndex & AppRunner
RAG & Vector Search โšก AI Lesson
Build and Deploy a GenAI RAG Chatbot on AWS: Bedrock, LlamaIndex & AppRunner
Analytics Vidhya Intermediate 2mo ago
This is a huge mistake developers make
RAG & Vector Search โšก AI Lesson
This is a huge mistake developers make
Tech With Tim Beginner 2mo ago
Using grants to make money as a developer.
RAG & Vector Search โšก AI Lesson
Using grants to make money as a developer.
Tech With Tim Beginner 2mo ago
Is this the easiest way to make money coding?
RAG & Vector Search โšก AI Lesson
Is this the easiest way to make money coding?
Tech With Tim Beginner 2mo ago
How to actually make money from coding.
RAG & Vector Search โšก AI Lesson
How to actually make money from coding.
Tech With Tim Beginner 2mo ago
Do you know the answer? Comment below๐Ÿ‘‡
RAG & Vector Search โšก AI Lesson
Do you know the answer? Comment below๐Ÿ‘‡
Tech With Tim Beginner 2mo ago
Comment your answers below๐Ÿ‘‡
RAG & Vector Search โšก AI Lesson
Comment your answers below๐Ÿ‘‡
Tech With Tim Beginner 2mo ago
One of the best ways to make money as a developer.
RAG & Vector Search โšก AI Lesson
One of the best ways to make money as a developer.
Tech With Tim Beginner 2mo ago
Is this the easiest way to make money coding?
RAG & Vector Search โšก AI Lesson
Is this the easiest way to make money coding?
Tech With Tim Beginner 2mo ago
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