Core AI

RAG & Vector Search

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

5,274
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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Lecture 19: Abstraction and Simulation
RAG & Vector Search
Lecture 19: Abstraction and Simulation
MIT OpenCourseWare Intermediate 8mo ago
Lecture 4: Prototyping
RAG & Vector Search
Lecture 4: Prototyping
MIT OpenCourseWare Beginner 8mo ago
๐Ÿ”ฅCybersecurity Engineer Salary in 2026 #shorts #simplilearn
RAG & Vector Search
๐Ÿ”ฅCybersecurity Engineer Salary in 2026 #shorts #simplilearn
Simplilearn Beginner 8mo ago
Future of Data and AI | Agentic AI Conference | Second Edition | Day 1
RAG & Vector Search
Future of Data and AI | Agentic AI Conference | Second Edition | Day 1
Data Science Dojo Intermediate 8mo ago
Endless Linux Kernel Problems Are Fixed With Gitlab
RAG & Vector Search โšก AI Lesson
Endless Linux Kernel Problems Are Fixed With Gitlab
Brodie Robertson Intermediate 8mo ago
How to find the best Google Ads keywords
RAG & Vector Search
How to find the best Google Ads keywords
Learn With Shopify Beginner 8mo ago
๐Ÿ”ฅMLOps Engineer Salary in 2026 |
RAG & Vector Search
๐Ÿ”ฅMLOps Engineer Salary in 2026 |
Simplilearn Beginner 8mo ago
The Ultimate Local RAG Stack: EmbeddingGemma + SQLite-vec + Ollama
RAG & Vector Search
The Ultimate Local RAG Stack: EmbeddingGemma + SQLite-vec + Ollama
Shane | LLM Implementation Intermediate 8mo ago
Building a Snapshot Backup Catalog with SQL Server 2025 and Pure Storage FlashArray | Data Exposed
RAG & Vector Search
Building a Snapshot Backup Catalog with SQL Server 2025 and Pure Storage FlashArray | Data Exposed
Microsoft Developer Beginner 8mo ago
Understanding late chunking in RAG systems (for beginners!)
RAG & Vector Search
Understanding late chunking in RAG systems (for beginners!)
Weaviate vector database Beginner 8mo ago
Googleโ€™s New EmbeddingGemma: Run RAG on Your Phone!
RAG & Vector Search โšก AI Lesson
Googleโ€™s New EmbeddingGemma: Run RAG on Your Phone!
What's AI by Louis-Franรงois Bouchard Intermediate 8mo ago
Apple just made spyware attacks WAY harder
RAG & Vector Search โšก AI Lesson
Apple just made spyware attacks WAY harder
David Bombal Intermediate 8mo ago
No Priors Ep. 131 | With Jared Kushner
RAG & Vector Search
No Priors Ep. 131 | With Jared Kushner
No Priors: AI, Machine Learning, Tech, & Startups Beginner 8mo ago
Oracle Shares Jump 40% on Bullish AI Outlook
RAG & Vector Search โšก AI Lesson
Oracle Shares Jump 40% on Bullish AI Outlook
Bloomberg Technology Intermediate 8mo ago
Getting started with Amazon S3 Vectors | Amazon Web Services
RAG & Vector Search
Getting started with Amazon S3 Vectors | Amazon Web Services
Amazon Web Services Intermediate 8mo ago
Aritzia brings everyday luxury to the US 5X faster with Google Ads
RAG & Vector Search
Aritzia brings everyday luxury to the US 5X faster with Google Ads
Google Ads Beginner 8mo ago
Apple iPhone 17 Prices Start at $799
RAG & Vector Search โšก AI Lesson
Apple iPhone 17 Prices Start at $799
Bloomberg Technology Beginner 8mo ago
Coding is NOT Enough in 2025...
RAG & Vector Search โšก AI Lesson
Coding is NOT Enough in 2025...
Tech With Tim Beginner 8mo ago
I Made "Starry Night" Into a Video Game
RAG & Vector Search โšก AI Lesson
I Made "Starry Night" Into a Video Game
Matt Wolfe Intermediate 8mo ago
Donโ€™t Trust Xโ€™s โ€œEncryptedโ€ DMs Yet
RAG & Vector Search โšก AI Lesson
Donโ€™t Trust Xโ€™s โ€œEncryptedโ€ DMs Yet
David Bombal Advanced 8mo ago
Why API Integrations, RAGs? in Tamil
RAG & Vector Search
Why API Integrations, RAGs? in Tamil
AI Coach John (Tamil) Intermediate 8mo ago
No Priors Ep. 130 | With OpenEvidence Founder Daniel Nadler
RAG & Vector Search
No Priors Ep. 130 | With OpenEvidence Founder Daniel Nadler
No Priors: AI, Machine Learning, Tech, & Startups Beginner 8mo ago
EmbeddingGemma - Micro Embeddings for Mobile Devices
RAG & Vector Search โšก AI Lesson
EmbeddingGemma - Micro Embeddings for Mobile Devices
Sam Witteveen Beginner 8mo ago
Introducing EmbeddingGemma: The Best-in-Class Open Model for On-Device Embeddings
RAG & Vector Search
Introducing EmbeddingGemma: The Best-in-Class Open Model for On-Device Embeddings
Google for Developers Beginner 8mo ago
Dun & Bradstreet is building for the next 180 years with AI
RAG & Vector Search
Dun & Bradstreet is building for the next 180 years with AI
Google Cloud Beginner 8mo ago
Important Announcement By Raghav Sir #GfG #BigSurprise #Shorts #ViralVideo
RAG & Vector Search
Important Announcement By Raghav Sir #GfG #BigSurprise #Shorts #ViralVideo
GeeksforGeeks Intermediate 8mo ago
Companies Leverage Stack Overflow Internally
RAG & Vector Search โšก AI Lesson
Companies Leverage Stack Overflow Internally
MLOps.community Intermediate 8mo ago
Biggest Barriers to Enterprise LLM Adoption #rag #finetuning #hybrid
RAG & Vector Search
Biggest Barriers to Enterprise LLM Adoption #rag #finetuning #hybrid
Data Science Dojo Intermediate 8mo ago
Advanced Chunking Techniques: Semantic & LLM-Based Chunking (Simply!) Explained
RAG & Vector Search
Advanced Chunking Techniques: Semantic & LLM-Based Chunking (Simply!) Explained
Weaviate vector database Beginner 8mo ago
Vector Embeddings: NEW Geometric Limit Discovered
RAG & Vector Search
Vector Embeddings: NEW Geometric Limit Discovered
Discover AI Beginner 8mo ago
RAG Project: Build an AI Onboarding Chatbot with Streamlit, LangChain, and ChromaDB
RAG & Vector Search โšก AI Lesson
RAG Project: Build an AI Onboarding Chatbot with Streamlit, LangChain, and ChromaDB
Alejandro AO Intermediate 8mo ago
How AI Finds Anything Similar! The Vector Database Secret! ๐Ÿš€
RAG & Vector Search โšก AI Lesson
How AI Finds Anything Similar! The Vector Database Secret! ๐Ÿš€
Analytics Vidhya Intermediate 8mo ago
Multi Channel Marketing: Definition, Benefits & Real Brand Examples
RAG & Vector Search โšก AI Lesson
Multi Channel Marketing: Definition, Benefits & Real Brand Examples
Popupsmart Beginner 8mo ago
The Pranks That Hurt a Friendโ€™s Feelings | + More | VeeFriends ๐Ÿˆโ€โฌ› | Cartoon Video Compilation
RAG & Vector Search
The Pranks That Hurt a Friendโ€™s Feelings | + More | VeeFriends ๐Ÿˆโ€โฌ› | Cartoon Video Compilation
VeeFriends Cartoons Beginner 8mo ago
3 Signs Your Business Needs AI Now! ๐Ÿš€
RAG & Vector Search
3 Signs Your Business Needs AI Now! ๐Ÿš€
Coursera Intermediate 8mo ago
Lecture 31: Assignment 3 Brainstorming and Team Formation
RAG & Vector Search
Lecture 31: Assignment 3 Brainstorming and Team Formation
MIT OpenCourseWare Intermediate 8mo ago
Lecture 23: Creating Sequels
RAG & Vector Search
Lecture 23: Creating Sequels
MIT OpenCourseWare Intermediate 8mo ago
Lecture 20: What is Intellectual Property?
RAG & Vector Search โšก AI Lesson
Lecture 20: What is Intellectual Property?
MIT OpenCourseWare Beginner 8mo ago
Lecture 8: Strategy, Skill, and Chance, Part 1
RAG & Vector Search
Lecture 8: Strategy, Skill, and Chance, Part 1
MIT OpenCourseWare Beginner 8mo ago
Lecture 6: The Social Function of Games
RAG & Vector Search
Lecture 6: The Social Function of Games
MIT OpenCourseWare Intermediate 8mo ago
๐Ÿ”ฅHottest Tech Job in 2026 | #shorts #simplilearn
RAG & Vector Search
๐Ÿ”ฅHottest Tech Job in 2026 | #shorts #simplilearn
Simplilearn Beginner 8mo ago
๐Ÿ”ฅSalary of a Cloud DevOps Engineer #shorts #simplilearn
RAG & Vector Search
๐Ÿ”ฅSalary of a Cloud DevOps Engineer #shorts #simplilearn
Simplilearn Beginner 8mo ago
๐Ÿ”ฅSalary of a Security Analyst #shorts #simplilearn
RAG & Vector Search
๐Ÿ”ฅSalary of a Security Analyst #shorts #simplilearn
Simplilearn Beginner 8mo ago
๐Ÿ”ฅSalary of a Solution Architect in 2026 #shorts #simplilearn
RAG & Vector Search
๐Ÿ”ฅSalary of a Solution Architect in 2026 #shorts #simplilearn
Simplilearn Beginner 8mo ago
๐Ÿ”ฅSalary of a Cloud Analyst in 2026 #shorts #simplilearn
RAG & Vector Search
๐Ÿ”ฅSalary of a Cloud Analyst in 2026 #shorts #simplilearn
Simplilearn Beginner 8mo ago
๐Ÿ”ฅSalary of a Site Reliability Engineer in 2026 #shorts #simplilearn
RAG & Vector Search
๐Ÿ”ฅSalary of a Site Reliability Engineer in 2026 #shorts #simplilearn
Simplilearn Beginner 8mo ago
๐Ÿ”ฅAWS Developer Salary in 2026 #shorts #simplilearn
RAG & Vector Search
๐Ÿ”ฅAWS Developer Salary in 2026 #shorts #simplilearn
Simplilearn Beginner 8mo ago
Chunking for beginners: 3 simple techniques in RAG systems
RAG & Vector Search
Chunking for beginners: 3 simple techniques in RAG systems
Weaviate vector database Beginner 8mo ago
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