Core AI

RAG & Vector Search

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

5,308
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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The Most Underrated Way to Make $2,000 in 48 Hours
RAG & Vector Search
The Most Underrated Way to Make $2,000 in 48 Hours
Niche Pursuits Intermediate 11mo ago
MUVERA with Rajesh Jayaram and Roberto Esposito - Weaviate Podcast #123!
RAG & Vector Search
MUVERA with Rajesh Jayaram and Roberto Esposito - Weaviate Podcast #123!
Weaviate vector database Intermediate 11mo ago
10 Leadership Questions Every Candidate Should Be Ready For
RAG & Vector Search
10 Leadership Questions Every Candidate Should Be Ready For
Coursera Intermediate 11mo ago
Lightning-fast analytical queries on massive datasets with ClickHouse | DEMFP792
RAG & Vector Search โšก AI Lesson
Lightning-fast analytical queries on massive datasets with ClickHouse | DEMFP792
Microsoft Developer Intermediate 12mo ago
Fastest & easiest way to integrate AI using Windows AI APIs | BRK224
RAG & Vector Search
Fastest & easiest way to integrate AI using Windows AI APIs | BRK224
Microsoft Developer Intermediate 12mo ago
You have to leverage everything you can! ๐Ÿฆพ#helpbnk #simonsquibb #entrepreneur
RAG & Vector Search โšก AI Lesson
You have to leverage everything you can! ๐Ÿฆพ#helpbnk #simonsquibb #entrepreneur
HelpBnk Intermediate 12mo ago
Automating Innovation: Zapier's Impact on Pretto's Financial Resilience
RAG & Vector Search โšก AI Lesson
Automating Innovation: Zapier's Impact on Pretto's Financial Resilience
Zapier Intermediate 1y ago
Amazonโ€™s First Order Was THIS Book ๐Ÿ“ฆ #shorts
RAG & Vector Search
Amazonโ€™s First Order Was THIS Book ๐Ÿ“ฆ #shorts
Jacky Chou from Indexsy Intermediate 1y ago
Unlock Long-Term Memory with LangChain: Persistent Conversations Simplified - part 6
RAG & Vector Search
Unlock Long-Term Memory with LangChain: Persistent Conversations Simplified - part 6
cholakovit Intermediate 1y ago
๐ŸŽฏ Brag Battle Begins! + More | VeeFriends ๐Ÿˆโ€โฌ› | Cartoon Video Compilation
RAG & Vector Search
๐ŸŽฏ Brag Battle Begins! + More | VeeFriends ๐Ÿˆโ€โฌ› | Cartoon Video Compilation
VeeFriends Cartoons Intermediate 1y ago
Multimodal RAG: ColPali + Byaldi + Vision AI Models โšก
RAG & Vector Search โšก AI Lesson
Multimodal RAG: ColPali + Byaldi + Vision AI Models โšก
AI Anytime Intermediate 1y ago
Platform engineering: building a developer platform
RAG & Vector Search โšก AI Lesson
Platform engineering: building a developer platform
Google Cloud Tech Intermediate 1y ago
Influence Operations with AI and Cyber-Enabled Ops
RAG & Vector Search โšก AI Lesson
Influence Operations with AI and Cyber-Enabled Ops
SANS Institute Intermediate 1y ago
The Transformation Agent: Natural Language Database Transformations
RAG & Vector Search
The Transformation Agent: Natural Language Database Transformations
Weaviate vector database Intermediate 1y ago
What are vector databases? (and why are they awesome ๐Ÿคฏ)
RAG & Vector Search
What are vector databases? (and why are they awesome ๐Ÿคฏ)
Annie Sexton Intermediate 1y ago
Develop identity solutions without third-party cookies
RAG & Vector Search
Develop identity solutions without third-party cookies
Chrome for Developers Intermediate 1y ago
Mortgage Rates Today: What to Expect After the Fed's May Decision | Business Insider
RAG & Vector Search
Mortgage Rates Today: What to Expect After the Fed's May Decision | Business Insider
Business Insider Intermediate 1y ago
The World Lied to You - Wayne Dyer Reveals the Truth
RAG & Vector Search โšก AI Lesson
The World Lied to You - Wayne Dyer Reveals the Truth
Evan Carmichael Intermediate 1y ago
KDE Fixes An 18 Year Old Dolphin Bug
RAG & Vector Search
KDE Fixes An 18 Year Old Dolphin Bug
Brodie Robertson Intermediate 1y ago
Where my explanation of Groverโ€™s algorithm failed
RAG & Vector Search โšก AI Lesson
Where my explanation of Groverโ€™s algorithm failed
3Blue1Brown Intermediate 1y ago
Generative Benchmarking: Measuring AI Models Beyond Accuracy [Kelly Hong] - 728
RAG & Vector Search โšก AI Lesson
Generative Benchmarking: Measuring AI Models Beyond Accuracy [Kelly Hong] - 728
The TWIML AI Podcast with Sam Charrington Intermediate 1y ago
AI Is Taking My Job โ€“ Hereโ€™s What Iโ€™m Doing About It
RAG & Vector Search
AI Is Taking My Job โ€“ Hereโ€™s What Iโ€™m Doing About It
The Viable Edge | Vibe Marketing | AI Fluency Intermediate 1y ago
Supercharge your AI/ML: Designing effective GCP storage
RAG & Vector Search โšก AI Lesson
Supercharge your AI/ML: Designing effective GCP storage
Google Cloud Tech Intermediate 1y ago
Why Deadlifting 505 Kilograms Is Almost Impossible | The Limit | Business Insider
RAG & Vector Search โšก AI Lesson
Why Deadlifting 505 Kilograms Is Almost Impossible | The Limit | Business Insider
Business Insider Intermediate 1y ago
Amazonโ€™s Nova Sonic Understands How You Speak
RAG & Vector Search
Amazonโ€™s Nova Sonic Understands How You Speak
Analytics Vidhya Intermediate 1y ago
Building AI Agents with Real ROI in the Enterprise SDLC: Bruno (Booking.com) & Beyang (Sourcegraph)
RAG & Vector Search
Building AI Agents with Real ROI in the Enterprise SDLC: Bruno (Booking.com) & Beyang (Sourcegraph)
AI Engineer Intermediate 1y ago
How to improve user identity with Firebase and Open Gateway Initiative (demo)
RAG & Vector Search
How to improve user identity with Firebase and Open Gateway Initiative (demo)
Google Cloud Intermediate 1y ago
Open models and open compression
RAG & Vector Search
Open models and open compression
Google for Developers Intermediate 1y ago
Lec 16: Input Markets IIโ€”Labor and Capital
RAG & Vector Search โšก AI Lesson
Lec 16: Input Markets IIโ€”Labor and Capital
MIT OpenCourseWare Intermediate 1y ago
Lec 3: Budget Constraints and Constrained Choice
RAG & Vector Search
Lec 3: Budget Constraints and Constrained Choice
MIT OpenCourseWare Intermediate 1y ago
Enhancing Microsoft Intune Security with Modern Authentication | OD860
RAG & Vector Search
Enhancing Microsoft Intune Security with Modern Authentication | OD860
Microsoft Developer Intermediate 1y ago
Vector Support Public Preview in Azure SQL Database & Managed Instance | Data Exposed
RAG & Vector Search
Vector Support Public Preview in Azure SQL Database & Managed Instance | Data Exposed
Microsoft Developer Intermediate 1y ago
RAG on Video using Azure AI Content Understanding
RAG & Vector Search โšก AI Lesson
RAG on Video using Azure AI Content Understanding
Microsoft Developer Intermediate 1y ago
Here's the real reason egg prices have reached a record average of $6 a dozen. #birdflu #eggs #cows
RAG & Vector Search
Here's the real reason egg prices have reached a record average of $6 a dozen. #birdflu #eggs #cows
Business Insider Intermediate 1y ago
Platform engineering with Cloud Run
RAG & Vector Search
Platform engineering with Cloud Run
Google Cloud Tech Intermediate 1y ago
Lec 4: Demand Curves and Income/Substitution Effects
RAG & Vector Search
Lec 4: Demand Curves and Income/Substitution Effects
MIT OpenCourseWare Intermediate 1y ago
Lec 23: Government Redistribution and Taxation
RAG & Vector Search
Lec 23: Government Redistribution and Taxation
MIT OpenCourseWare Intermediate 1y ago
Lec 12: Monopoly II
RAG & Vector Search โšก AI Lesson
Lec 12: Monopoly II
MIT OpenCourseWare Intermediate 1y ago
Lec 19: International Trade: Welfare and Policy
RAG & Vector Search
Lec 19: International Trade: Welfare and Policy
MIT OpenCourseWare Intermediate 1y ago
Lec 25: Behavioral Economics
RAG & Vector Search
Lec 25: Behavioral Economics
MIT OpenCourseWare Intermediate 1y ago
Lec 22: Efficiency and Equity
RAG & Vector Search
Lec 22: Efficiency and Equity
MIT OpenCourseWare Intermediate 1y ago
Lec 8: Competition II
RAG & Vector Search
Lec 8: Competition II
MIT OpenCourseWare Intermediate 1y ago
Lec 17: Making Choices over Time
RAG & Vector Search
Lec 17: Making Choices over Time
MIT OpenCourseWare Intermediate 1y ago
Lec 2: Preferences and Utility Function
RAG & Vector Search
Lec 2: Preferences and Utility Function
MIT OpenCourseWare Intermediate 1y ago
Lec 10: Welfare Economics
RAG & Vector Search โšก AI Lesson
Lec 10: Welfare Economics
MIT OpenCourseWare Intermediate 1y ago
Lec 14: Oligopoly II
RAG & Vector Search
Lec 14: Oligopoly II
MIT OpenCourseWare Intermediate 1y ago
Lec 26: Health Care Economics
RAG & Vector Search
Lec 26: Health Care Economics
MIT OpenCourseWare Intermediate 1y ago
Lec 20: Uncertainty
RAG & Vector Search
Lec 20: Uncertainty
MIT OpenCourseWare Intermediate 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Serverless Data Processing with Dataflow: Foundations
๐Ÿ“š Coursera Course โ†—
Self-paced
Serverless Data Processing with Dataflow: Foundations
Opens on Coursera โ†—
RAG Systems and Production Operations
๐Ÿ“š Coursera Course โ†—
Self-paced
RAG Systems and Production Operations
Opens on Coursera โ†—
Create Personas to Represent Targeted Users in Miro
๐Ÿ“š Coursera Course โ†—
Self-paced
Create Personas to Represent Targeted Users in Miro
Opens on Coursera โ†—
Data Structures
๐Ÿ“š Coursera Course โ†—
Self-paced
Data Structures
Opens on Coursera โ†—
Creating a Multi Page App using HTML & CSS
๐Ÿ“š Coursera Course โ†—
Self-paced
Creating a Multi Page App using HTML & CSS
Opens on Coursera โ†—
Data Science Fundamentals Part 1: Unit 2
๐Ÿ“š Coursera Course โ†—
Self-paced
Data Science Fundamentals Part 1: Unit 2
Opens on Coursera โ†—