Core AI

RAG & Vector Search

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

5,275
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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Databricks leverages Google Axion Processors to power Data Intelligence Platform
RAG & Vector Search
Databricks leverages Google Axion Processors to power Data Intelligence Platform
Google Cloud Beginner 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
Kenneth Chenault's Top 10 Rules for Success
RAG & Vector Search
Kenneth Chenault's Top 10 Rules for Success
Evan Carmichael Beginner 1y ago
Rage Baiting = Viral Views - BIP527
RAG & Vector Search
Rage Baiting = Viral Views - BIP527
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How to Use Content AI to Break Up Long Paragraphs
RAG & Vector Search
How to Use Content AI to Break Up Long Paragraphs
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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
Cloud WAN Overview
RAG & Vector Search
Cloud WAN Overview
Google Cloud Beginner 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
How To Get Web Design Clients When Nothing Works!
RAG & Vector Search
How To Get Web Design Clients When Nothing Works!
Darrel Wilson Beginner 1y ago
Tame Your To-Do List with AI: Task Management Hacks You Need to Know!
RAG & Vector Search
Tame Your To-Do List with AI: Task Management Hacks You Need to Know!
Coursera Beginner 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
Oops, Did I Microaggress? What To Do After You Mess Up!
RAG & Vector Search
Oops, Did I Microaggress? What To Do After You Mess Up!
Coursera Beginner 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
Are You Excited? | Aa Rahe Hai Raghav Sir Apko Padane GfG 160 Mein | Free sessions #shorts #gfg
RAG & Vector Search
Are You Excited? | Aa Rahe Hai Raghav Sir Apko Padane GfG 160 Mein | Free sessions #shorts #gfg
GeeksforGeeks Beginner 1y ago
Lec 5: Production Theory
RAG & Vector Search
Lec 5: Production Theory
MIT OpenCourseWare Advanced 1y ago
AI Is Taking My Job So Here's What I'm Doing
RAG & Vector Search โšก AI Lesson
AI Is Taking My Job So Here's What I'm Doing
The Viable Edge | Vibe Marketing | AI Fluency Beginner 1y ago
How I'd Learn ML/AI FAST If I Had to Start Over
RAG & Vector Search โšก AI Lesson
How I'd Learn ML/AI FAST If I Had to Start Over
Tech With Tim Beginner 1y ago
How to Build Your Own AI Data Center in 2025 โ€”ย Paul Gilbert, Arista Networks
RAG & Vector Search
How to Build Your Own AI Data Center in 2025 โ€”ย Paul Gilbert, Arista Networks
AI Engineer Beginner 1y ago
GenAI Engineer RoadMap 2025 Step by step tutorial in Tamil
RAG & Vector Search
GenAI Engineer RoadMap 2025 Step by step tutorial in Tamil
AI Coach John (Tamil) Beginner 1y ago
I Just Bought 3 Amazon Return Pallets for $1,500...Here's What I Found
RAG & Vector Search
I Just Bought 3 Amazon Return Pallets for $1,500...Here's What I Found
Niche Pursuits Beginner 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
Using Google Ads Performance Max As A Brand Campaign
RAG & Vector Search โšก AI Lesson
Using Google Ads Performance Max As A Brand Campaign
Surfside PPC Advanced 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
Tuning AI Workloads on the VAST Data Platform with NVIDIA Nsight Systems [Storage Profiling]
RAG & Vector Search โšก AI Lesson
Tuning AI Workloads on the VAST Data Platform with NVIDIA Nsight Systems [Storage Profiling]
NVIDIA Developer Advanced 1y ago
Tuning AI Workloads on the DDN Data Intelligence Platform with NVIDIA Nsight Systems
RAG & Vector Search
Tuning AI Workloads on the DDN Data Intelligence Platform with NVIDIA Nsight Systems
NVIDIA Developer Advanced 1y ago
How Google Coursera Certifications Can 10x Your Career in 2025 (No Degree Needed!)
RAG & Vector Search
How Google Coursera Certifications Can 10x Your Career in 2025 (No Degree Needed!)
SEO Tips and Advice Beginner 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
Can This Robotic Suit Make An Average Guy Run Faster? | WIRED
RAG & Vector Search
Can This Robotic Suit Make An Average Guy Run Faster? | WIRED
WIRED Advanced 1y ago
"New Junior Developers Can't Actually Code"
RAG & Vector Search โšก AI Lesson
"New Junior Developers Can't Actually Code"
Tech With Tim Beginner 1y ago
What Is Data Architecture?
RAG & Vector Search
What Is Data Architecture?
365 Data Science Beginner 1y ago
Bad Intentions or Just Jokes? Gracious Grizzlyโ€™s Prank Problem! | VeeFriends ๐Ÿˆโ€โฌ›
RAG & Vector Search
Bad Intentions or Just Jokes? Gracious Grizzlyโ€™s Prank Problem! | VeeFriends ๐Ÿˆโ€โฌ›
VeeFriends Cartoons Beginner 1y ago
We saw some of the training and capabilities of the US #Army Special Ops Forces at #FortBragg.
RAG & Vector Search
We saw some of the training and capabilities of the US #Army Special Ops Forces at #FortBragg.
Business Insider Advanced 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
Look, I get it. โ โ ๐Ÿซฃ Putting yourself out there is uncomfortable. โ But what ifโ€ฆ
RAG & Vector Search โšก AI Lesson
Look, I get it. โ โ ๐Ÿซฃ Putting yourself out there is uncomfortable. โ But what ifโ€ฆ
Alex Cattoni Beginner 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
Reputation Lag Attack - Computerphile
RAG & Vector Search โšก AI Lesson
Reputation Lag Attack - Computerphile
Computerphile Beginner 1y ago
How to Make 10 LPA in Blockchain | Roadmap, Skills & Tools ๐Ÿš€
RAG & Vector Search
How to Make 10 LPA in Blockchain | Roadmap, Skills & Tools ๐Ÿš€
GeeksforGeeks Beginner 1y ago
Should You Keep Switching Jobs For Hikes? (Hint: NO!)
RAG & Vector Search
Should You Keep Switching Jobs For Hikes? (Hint: NO!)
Full Disclosure Beginner 1y ago
Accelerate AI and HPC with Math Libraries on NVIDIA Blackwell GPUs | NVIDIA GTC 2025
RAG & Vector Search
Accelerate AI and HPC with Math Libraries on NVIDIA Blackwell GPUs | NVIDIA GTC 2025
NVIDIA Developer Beginner 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
Secure Your AI Journey: Cloud WAN & Broadcom Enterprise-Grade Security
RAG & Vector Search
Secure Your AI Journey: Cloud WAN & Broadcom Enterprise-Grade Security
Google Cloud Beginner 1y ago
Secret to Land Your Dream Job Faster! ๐Ÿš€
RAG & Vector Search
Secret to Land Your Dream Job Faster! ๐Ÿš€
GeeksforGeeks Beginner 1y ago
IT Business Analyst: The Perfect Tech-Business Mix
RAG & Vector Search
IT Business Analyst: The Perfect Tech-Business Mix
Coursera Beginner 1y ago
How AI network operations detect and resolve network issues quickly (demo)
RAG & Vector Search
How AI network operations detect and resolve network issues quickly (demo)
Google Cloud Beginner 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
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Internet of Things V2: DragonBoardโ„ข bring up and community ecosystem
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Self-paced
Internet of Things V2: DragonBoardโ„ข bring up and community ecosystem
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Enseignes et afficheurs ร  LED
๐Ÿ“š Coursera Course โ†—
Self-paced
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Opens on Coursera โ†—
CISSP Domain 2: Asset Security
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Self-paced
CISSP Domain 2: Asset Security
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Cyber Security: Essentials for Workplace
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Self-paced
Cyber Security: Essentials for Workplace
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z/Architecture Assembler Language Part 1: The Basics
๐Ÿ“š Coursera Course โ†—
Self-paced
z/Architecture Assembler Language Part 1: The Basics
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Build AI Agents with Enterprise Databases
๐Ÿ“š Coursera Course โ†—
Self-paced
Build AI Agents with Enterprise Databases
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