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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New Way Now: Hang Seng Bank invests in personalized customer service with Google Cloud
RAG & Vector Search
New Way Now: Hang Seng Bank invests in personalized customer service with Google Cloud
Google Cloud Beginner 11mo ago
Generic Search is Dead.
RAG & Vector Search
Generic Search is Dead.
Weaviate vector database Intermediate 11mo ago
RAG Evaluation Is Broken! Here's Why (And How to Fix It) - Yuval Belfer and Niv Granot
RAG & Vector Search ⚡ AI Lesson
RAG Evaluation Is Broken! Here's Why (And How to Fix It) - Yuval Belfer and Niv Granot
AI Engineer Intermediate 11mo ago
The RAG Stack We Landed On After 37 Fails - Jonathan Fernandes
RAG & Vector Search ⚡ AI Lesson
The RAG Stack We Landed On After 37 Fails - Jonathan Fernandes
AI Engineer Intermediate 11mo ago
Build a Simple RAG Pipeline in 30 Minutes!
RAG & Vector Search ⚡ AI Lesson
Build a Simple RAG Pipeline in 30 Minutes!
pixegami Beginner 11mo ago
#seos What do you dream about? #mozpod #jameshaywardbrowne
RAG & Vector Search
#seos What do you dream about? #mozpod #jameshaywardbrowne
Moz Intermediate 11mo ago
Panel 3: From Recall to Context Aware Reasoning | Future of Data and AI | Agentic AI Conference
RAG & Vector Search
Panel 3: From Recall to Context Aware Reasoning | Future of Data and AI | Agentic AI Conference
Data Science Dojo Beginner 11mo ago
Arctic Wolf Demo: How Aurora Endpoint Uses Databricks for Advanced Threat Detection
RAG & Vector Search ⚡ AI Lesson
Arctic Wolf Demo: How Aurora Endpoint Uses Databricks for Advanced Threat Detection
Databricks Intermediate 11mo ago
I Grew From 0 To 5M Followers, My 10 Personal Branding Rules
RAG & Vector Search ⚡ AI Lesson
I Grew From 0 To 5M Followers, My 10 Personal Branding Rules
The Futur Beginner 11mo ago
RAG from Scratch with Best Practices
RAG & Vector Search
RAG from Scratch with Best Practices
MLOps.community Advanced 11mo ago
Hey Tech, Come to Healthcare
RAG & Vector Search ⚡ AI Lesson
Hey Tech, Come to Healthcare
a16z Beginner 11mo ago
How Did an Aussie Radio Station Trick Listeners with ElevenLabs’ AI DJ and Stay Undetected?
RAG & Vector Search
How Did an Aussie Radio Station Trick Listeners with ElevenLabs’ AI DJ and Stay Undetected?
BuildingIt AI Beginner 11mo ago
Introduction to Retrieval Augmented Generation (RAG)
RAG & Vector Search
Introduction to Retrieval Augmented Generation (RAG)
Google Cloud Beginner 11mo ago
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
Graphics vs Compute Pipeline
RAG & Vector Search ⚡ AI Lesson
Graphics vs Compute Pipeline
The Cherno Beginner 11mo ago
Raghav Sir Ke College Journey Ka Sach | Shocking Reason! 🔥#shorts #collegelife #college #gfg
RAG & Vector Search
Raghav Sir Ke College Journey Ka Sach | Shocking Reason! 🔥#shorts #collegelife #college #gfg
GeeksforGeeks Beginner 11mo ago
Lightning-fast analytical queries on massive datasets with ClickHouse | DEMFP792
RAG & Vector Search ⚡ AI Lesson
Lightning-fast analytical queries on massive datasets with ClickHouse | DEMFP792
Microsoft Developer Intermediate 11mo ago
How we power Xbox services at scale and boost developer productivity with C# & .NET | DEM512
RAG & Vector Search
How we power Xbox services at scale and boost developer productivity with C# & .NET | DEM512
Microsoft Developer Beginner 11mo ago
You have to leverage everything you can! 🦾#helpbnk #simonsquibb #entrepreneur
RAG & Vector Search ⚡ AI Lesson
You have to leverage everything you can! 🦾#helpbnk #simonsquibb #entrepreneur
HelpBnk Intermediate 11mo ago
Reshaping user authentication and identity verification
RAG & Vector Search ⚡ AI Lesson
Reshaping user authentication and identity verification
Chrome for Developers Beginner 11mo ago
Boost productivity with custom solutions on Google Workspace
RAG & Vector Search ⚡ AI Lesson
Boost productivity with custom solutions on Google Workspace
Google Cloud Tech Beginner 11mo ago
What is Retrieval Augmented Generation (RAG)?
RAG & Vector Search ⚡ AI Lesson
What is Retrieval Augmented Generation (RAG)?
DataSchool Beginner 11mo ago
DeepWiki: The GitHub Encyclopedia
RAG & Vector Search
DeepWiki: The GitHub Encyclopedia
Latent Space Beginner 11mo ago
Automating Innovation: Zapier's Impact on Pretto's Financial Resilience
RAG & Vector Search ⚡ AI Lesson
Automating Innovation: Zapier's Impact on Pretto's Financial Resilience
Zapier Intermediate 11mo ago
Can you survive a Komodo dragon bite? - Achmad Ariefiandy
RAG & Vector Search
Can you survive a Komodo dragon bite? - Achmad Ariefiandy
TED-Ed Beginner 12mo ago
Amazon’s First Order Was THIS Book 📦 #shorts
RAG & Vector Search
Amazon’s First Order Was THIS Book 📦 #shorts
Jacky Chou from Indexsy Intermediate 12mo ago
Unveiling NVIDIA's Video Search Agent running on YOUR Server!
RAG & Vector Search ⚡ AI Lesson
Unveiling NVIDIA's Video Search Agent running on YOUR Server!
Mervin Praison Beginner 12mo ago
AI Quick Tip: 3 Data Science Hacks
RAG & Vector Search
AI Quick Tip: 3 Data Science Hacks
Coursera Beginner 12mo 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
🎯 Brag Battle Begins! + More | VeeFriends 🐈‍⬛ | Cartoon Video Compilation
RAG & Vector Search
🎯 Brag Battle Begins! + More | VeeFriends 🐈‍⬛ | Cartoon Video Compilation
VeeFriends Cartoons Intermediate 12mo ago
Dynamic Image Transformation for Amazon CloudFront
RAG & Vector Search ⚡ AI Lesson
Dynamic Image Transformation for Amazon CloudFront
AWS Developers Advanced 12mo ago
Multimodal RAG: ColPali + Byaldi + Vision AI Models ⚡
RAG & Vector Search ⚡ AI Lesson
Multimodal RAG: ColPali + Byaldi + Vision AI Models ⚡
AI Anytime Intermediate 1y ago
Platform engineering: building a developer platform
RAG & Vector Search ⚡ 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 ⚡ AI Lesson
Influence Operations with AI and Cyber-Enabled Ops
SANS Institute Intermediate 1y ago
Introduction to Google strategies for foundation model limitations
RAG & Vector Search
Introduction to Google strategies for foundation model limitations
Google Cloud Beginner 11mo ago
Spark innovation with the generative AI creative matrix
RAG & Vector Search
Spark innovation with the generative AI creative matrix
Google Cloud Beginner 11mo ago
Local AI development with Foundry Local and .NET Aspire | DEM520
RAG & Vector Search
Local AI development with Foundry Local and .NET Aspire | DEM520
Microsoft Developer Beginner 11mo ago
Bring all your data from everywhere into OneLake with Microsoft Fabric | DEM562
RAG & Vector Search ⚡ AI Lesson
Bring all your data from everywhere into OneLake with Microsoft Fabric | DEM562
Microsoft Developer Beginner 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
Accelerate your Azure platform journey with Azure Verified Modules | BRK196
RAG & Vector Search
Accelerate your Azure platform journey with Azure Verified Modules | BRK196
Microsoft Developer Beginner 11mo ago
Under the Hood: Optimizing Azure applications for performance and efficiency | BRK179
RAG & Vector Search
Under the Hood: Optimizing Azure applications for performance and efficiency | BRK179
Microsoft Developer Beginner 11mo ago
Enhancing Microsoft Intune Security with Modern Authentication | OD860
RAG & Vector Search
Enhancing Microsoft Intune Security with Modern Authentication | OD860
Microsoft Developer Intermediate 12mo ago
Create Seamless Cross-Device Experiences with Windows for your app | OD802
RAG & Vector Search
Create Seamless Cross-Device Experiences with Windows for your app | OD802
Microsoft Developer Beginner 12mo ago
Embedding model evaluation & selection guide
RAG & Vector Search
Embedding model evaluation & selection guide
Weaviate vector database Beginner 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
Sentry: Creating the next generation data platform with Hyperdisk and Storage Pools
RAG & Vector Search
Sentry: Creating the next generation data platform with Hyperdisk and Storage Pools
Google Cloud Beginner 1y ago
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