Core AI

RAG & Vector Search

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

5,273
lessons
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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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 11mo 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 11mo 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 11mo 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 11mo 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 11mo 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 12mo 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 12mo 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
How AI Helps Leaders Accelerate Business Growth
RAG & Vector Search โšก AI Lesson
How AI Helps Leaders Accelerate Business Growth
AI Explored 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 11mo 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
Lec 9: Supply and Demand & Consumer/Producer Surplus
RAG & Vector Search
Lec 9: Supply and Demand & Consumer/Producer Surplus
MIT OpenCourseWare Intermediate 1y ago
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