Core AI

RAG & Vector Search

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

5,267
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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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This probably isn't what you think it is!
RAG & Vector Search ⚡ AI Lesson
This probably isn't what you think it is!
Tech With Tim Beginner 1mo 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 ⚡ 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 ⚡ 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 ⚡ 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 ⚡ AI Lesson
Tech Stocks Under Pressure As Iran War Drags On | Bloomberg Tech 3/12/2026
Bloomberg Technology Beginner 2mo ago
This could be holding you back massively as a developer.
RAG & Vector Search ⚡ AI Lesson
This could be holding you back massively as a developer.
Tech With Tim 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 💻 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 ⚡ 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 ⚡ 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 ⚡ 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 ⚡ 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 ⚡ AI Lesson
Why OpenAI Embeddings Still Work Even After You Truncate Them
ExplainingAI Advanced 2mo ago
CS50x Puzzle Day 2026
RAG & Vector Search ⚡ AI Lesson
CS50x Puzzle Day 2026
CS50 Beginner 2mo ago
How AI Finds Answers Instantly
RAG & Vector Search ⚡ 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 “I’m Interested”
RAG & Vector Search
Never Do This When a Client Says “I’m Interested”
Adam Erhart Beginner 2mo ago
Is RAG Still Needed? Choosing the Best Approach for LLMs
RAG & Vector Search ⚡ 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 💫
RAG & Vector Search
Alysa Liu Motivation for Women's Day 💫
Hostinger Academy Beginner 2mo ago
DGX Spark Live: Nemotron Models for Orthopaedic Education
RAG & Vector Search ⚡ 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 ⚡ 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! 🤯
RAG & Vector Search ⚡ AI Lesson
NEW Perplexity Update is INSANE! 🤯
Julian Goldie SEO Intermediate 2mo ago
The Biggest Shift in Business Since the Internet Just Happened
RAG & Vector Search ⚡ 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) 🔥
RAG & Vector Search
Claude Artifacts Masterclass: Build Real Apps in Your Browser (No Coding Required) 🔥
AI.Genisis Beginner 2mo ago
Why Congresswoman Jasmine Crockett lost the Texas primary #shorts
RAG & Vector Search ⚡ AI Lesson
Why Congresswoman Jasmine Crockett lost the Texas primary #shorts
Vox Intermediate 2mo ago
Universal-3 Pro Streaming: Subway test
RAG & Vector Search
Universal-3 Pro Streaming: Subway test
AssemblyAI Beginner 2mo ago
AI Storage Need Fuels Hard Drive Demand
RAG & Vector Search ⚡ AI Lesson
AI Storage Need Fuels Hard Drive Demand
Bloomberg Technology Intermediate 2mo ago
Why Most People Stay Poor
RAG & Vector Search ⚡ AI Lesson
Why Most People Stay Poor
Dan Lok Intermediate 2mo ago
Live Cloud Demo: RAG Chatbot on AWS App Runner & Step-by-Step Cleanup
RAG & Vector Search ⚡ 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 ⚡ 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 ⚡ 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 ⚡ 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 ⚡ 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 ⚡ 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 ⚡ AI Lesson
How to actually make money from coding.
Tech With Tim Beginner 2mo ago
Do you know the answer? Comment below👇
RAG & Vector Search ⚡ AI Lesson
Do you know the answer? Comment below👇
Tech With Tim Beginner 2mo ago
Comment your answers below👇
RAG & Vector Search ⚡ AI Lesson
Comment your answers below👇
Tech With Tim Beginner 2mo ago
One of the best ways to make money as a developer.
RAG & Vector Search ⚡ 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 ⚡ AI Lesson
Is this the easiest way to make money coding?
Tech With Tim Beginner 2mo ago
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