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
Videos 5,117 Reads 152
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Qwen3 Multimodal Embeddings: Finally, RAG That Sees
RAG & Vector Search โšก AI Lesson
Qwen3 Multimodal Embeddings: Finally, RAG That Sees
Sam Witteveen Intermediate 3mo ago
CloudBees CEO: Why Migration Is a Mirage Costing You Millions
RAG & Vector Search โšก AI Lesson
CloudBees CEO: Why Migration Is a Mirage Costing You Millions
The New Stack Intermediate 4mo ago
Vector Search Tutorial | Hands-On Challenge Day 7/12
RAG & Vector Search โšก AI Lesson
Vector Search Tutorial | Hands-On Challenge Day 7/12
Databricks Intermediate 4mo ago
Why Average Products Become Icons ๐Ÿ‘‘ #shorts
RAG & Vector Search
Why Average Products Become Icons ๐Ÿ‘‘ #shorts
Jacky Chou from Indexsy Intermediate 4mo ago
Things I Stopped Self-Hosting (And Why Cloud Won in My Home Lab)
RAG & Vector Search
Things I Stopped Self-Hosting (And Why Cloud Won in My Home Lab)
VirtualizationHowto Intermediate 4mo ago
Embeddings and features for a better system
RAG & Vector Search โšก AI Lesson
Embeddings and features for a better system
MLOps.community Intermediate 4mo ago
A new course on Retrieval Augmented Generation (RAG) is live!
RAG & Vector Search
A new course on Retrieval Augmented Generation (RAG) is live!
DeepLearningAI Intermediate 4mo ago
Warner Bros. Rejects Latest Paramount Bid
RAG & Vector Search โšก AI Lesson
Warner Bros. Rejects Latest Paramount Bid
Bloomberg Technology Intermediate 4mo ago
What Does It Take to Beat Nvidia?
RAG & Vector Search
What Does It Take to Beat Nvidia?
No Priors: AI, Machine Learning, Tech, & Startups Intermediate 4mo ago
Getting creative with embeddings
RAG & Vector Search โšก AI Lesson
Getting creative with embeddings
MLOps.community Intermediate 4mo ago
Lenovo CTO on AI Product Rollout, Vision
RAG & Vector Search
Lenovo CTO on AI Product Rollout, Vision
Bloomberg Technology Intermediate 4mo ago
Deploy a Databricks workspace in 3 clicks
RAG & Vector Search โšก AI Lesson
Deploy a Databricks workspace in 3 clicks
Databricks Intermediate 4mo ago
Rage bait is changing how we feel about social media #shorts
RAG & Vector Search โšก AI Lesson
Rage bait is changing how we feel about social media #shorts
Vox Intermediate 4mo ago
10 things no one tells you about growing a business to $1 million a year.
RAG & Vector Search
10 things no one tells you about growing a business to $1 million a year.
Michael Tandarich Intermediate 4mo ago
5 Advanced AI Projects to Get Job-Ready in 2026
RAG & Vector Search
5 Advanced AI Projects to Get Job-Ready in 2026
Analytics Vidhya Intermediate 4mo ago
IIM Bangalore Is Offering Free Courses (No Exam)
RAG & Vector Search
IIM Bangalore Is Offering Free Courses (No Exam)
Full Disclosure Intermediate 4mo ago
How to Free Your Mind and Stop Being Programmed | Earl Nightingale's Insight in 14 Minutes
RAG & Vector Search
How to Free Your Mind and Stop Being Programmed | Earl Nightingale's Insight in 14 Minutes
Evan Carmichael Intermediate 4mo ago
How Tennessee led the charge for statewide free college tuition programs #shorts
RAG & Vector Search
How Tennessee led the charge for statewide free college tuition programs #shorts
Vox Intermediate 4mo ago
How to Build a Scalable Sales Model
RAG & Vector Search โšก AI Lesson
How to Build a Scalable Sales Model
Cognism Intermediate 4mo ago
Lecture 20: Reed-Solomon Codes
RAG & Vector Search โšก AI Lesson
Lecture 20: Reed-Solomon Codes
MIT OpenCourseWare Intermediate 4mo ago
Lecture 6: More on Generating Functions
RAG & Vector Search
Lecture 6: More on Generating Functions
MIT OpenCourseWare Intermediate 4mo ago
Blockchain Developer Roadmap 2026 | How to Become Blockchain Developer in 2026 #shorts
RAG & Vector Search
Blockchain Developer Roadmap 2026 | How to Become Blockchain Developer in 2026 #shorts
Simplilearn Intermediate 4mo ago
Flumberico Finals Help Flumberico.io Win $1,000 for Charity
RAG & Vector Search โšก AI Lesson
Flumberico Finals Help Flumberico.io Win $1,000 for Charity
Chris M. Walker Intermediate 5mo ago
Mistral AI ecosystem for Japanese builders and enterprises
RAG & Vector Search โšก AI Lesson
Mistral AI ecosystem for Japanese builders and enterprises
Weights & Biases Intermediate 5mo ago
Metaview Customer Story | AssemblyAI
RAG & Vector Search
Metaview Customer Story | AssemblyAI
AssemblyAI Intermediate 5mo ago
The Secret Behind Dysonโ€™s 5,127 Failures ๐ŸŒ€ #shorts
RAG & Vector Search
The Secret Behind Dysonโ€™s 5,127 Failures ๐ŸŒ€ #shorts
Jacky Chou from Indexsy Intermediate 5mo ago
Learn to implement multi-vector retrieval for image data in this new course
RAG & Vector Search โšก AI Lesson
Learn to implement multi-vector retrieval for image data in this new course
DeepLearningAI Intermediate 5mo ago
The 8 Trends Iโ€™m Betting My Entire Marketing Strategy On in 2026
15:20
RAG & Vector Search โšก AI Lesson
The 8 Trends Iโ€™m Betting My Entire Marketing Strategy On in 2026
Neil Patel Intermediate 5mo ago
Smart Search with RAG, ChromaDB and Vector Embeddings
RAG & Vector Search
Smart Search with RAG, ChromaDB and Vector Embeddings
Code with Irtiza Intermediate 5mo ago
VoiceVision RAG - Integrating Visual Document Intelligence with Voice Response โ€”ย Suman Debnath, AWS
RAG & Vector Search โšก AI Lesson
VoiceVision RAG - Integrating Visual Document Intelligence with Voice Response โ€”ย Suman Debnath, AWS
AI Engineer Intermediate 5mo ago
#Ragebait is #Oxford's Word of the Year. #2025 #wordoftheyear
RAG & Vector Search
#Ragebait is #Oxford's Word of the Year. #2025 #wordoftheyear
Business Insider Intermediate 5mo ago
Build Advanced Retrieval-Augmented Generation (RAG) with MongoDB Vector Search
RAG & Vector Search
Build Advanced Retrieval-Augmented Generation (RAG) with MongoDB Vector Search
Krish Naik Intermediate 5mo ago
AI Builds Websites from Speech: The Future of Web Development #shorts #simplilearn
RAG & Vector Search
AI Builds Websites from Speech: The Future of Web Development #shorts #simplilearn
Simplilearn Intermediate 5mo ago
The Outlook for AI Regulation in 2026
RAG & Vector Search
The Outlook for AI Regulation in 2026
Bloomberg Technology Intermediate 4mo ago
#RAG is over simplified #podcast
RAG & Vector Search
#RAG is over simplified #podcast
MLOps.community Intermediate 4mo ago
Lecture 19: Error-Correcting Codesโ€”Hamming Codes
RAG & Vector Search
Lecture 19: Error-Correcting Codesโ€”Hamming Codes
MIT OpenCourseWare Intermediate 4mo ago
Lecture 1: Pigeonhole Principle
RAG & Vector Search โšก AI Lesson
Lecture 1: Pigeonhole Principle
MIT OpenCourseWare Intermediate 4mo ago
Big Updates to Redis: Context Engine, Tools, and Memory
RAG & Vector Search
Big Updates to Redis: Context Engine, Tools, and Memory
MLOps.community Intermediate 4mo ago
Pro Googlers
RAG & Vector Search โšก AI Lesson
Pro Googlers
MLOps.community Intermediate 5mo ago
Nuance of BM25
RAG & Vector Search
Nuance of BM25
MLOps.community Intermediate 5mo ago
AI Dev 25 x NYC | Jacky Liang: Why Agents Can't Find the Right Docs (And How Postgres Fixes It)
RAG & Vector Search
AI Dev 25 x NYC | Jacky Liang: Why Agents Can't Find the Right Docs (And How Postgres Fixes It)
DeepLearningAI Intermediate 5mo ago
Lecture 20: Building the First Federally (CFTC) Regulated Exchange Dedicated to Trading on Events
RAG & Vector Search โšก AI Lesson
Lecture 20: Building the First Federally (CFTC) Regulated Exchange Dedicated to Trading on Events
MIT OpenCourseWare Intermediate 5mo ago
Lecture 1, Part III: Bond โ€œMathematicsโ€
RAG & Vector Search
Lecture 1, Part III: Bond โ€œMathematicsโ€
MIT OpenCourseWare Intermediate 5mo ago
Lecture 14: Stochastic Processes II
RAG & Vector Search โšก AI Lesson
Lecture 14: Stochastic Processes II
MIT OpenCourseWare Intermediate 5mo ago
Lecture 8: Regression Analysis (cont.)
RAG & Vector Search
Lecture 8: Regression Analysis (cont.)
MIT OpenCourseWare Intermediate 5mo ago
Lecture 9: Principal Component Analysis in Finance
RAG & Vector Search โšก AI Lesson
Lecture 9: Principal Component Analysis in Finance
MIT OpenCourseWare Intermediate 5mo ago
Lecture 11: Regression Analysis (cont.)
RAG & Vector Search โšก AI Lesson
Lecture 11: Regression Analysis (cont.)
MIT OpenCourseWare Intermediate 5mo ago
Lecture 19: Volatility Modeling
RAG & Vector Search โšก AI Lesson
Lecture 19: Volatility Modeling
MIT OpenCourseWare Intermediate 5mo ago
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