Core AI

RAG & Vector Search

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

4,909
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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Richard Branson's Top 10 Rules for Success
RAG & Vector Search
Richard Branson's Top 10 Rules for Success
Evan Carmichael Beginner 12mo ago
Lead Capture Automation: Build a Unified System (RevOps Onboarding Pt. 1)
RAG & Vector Search
Lead Capture Automation: Build a Unified System (RevOps Onboarding Pt. 1)
Zapier Beginner 1y ago
Transition away from third-party cookies with CHIPS
RAG & Vector Search
Transition away from third-party cookies with CHIPS
Chrome for Developers Beginner 1y ago
The future of AI Search: Vector Search & Embeddings
RAG & Vector Search
The future of AI Search: Vector Search & Embeddings
Google Cloud Beginner 1y ago
What’s ACTUALLY Happening in North Korea
RAG & Vector Search
What’s ACTUALLY Happening in North Korea
Johnny Harris Beginner 1y ago
🧱 Google Was Built on LEGO?! #shorts
RAG & Vector Search
🧱 Google Was Built on LEGO?! #shorts
Jacky Chou from Indexsy Beginner 1y ago
Build ENTERPRISE-READY AI Agent for Research and Reporting!
RAG & Vector Search
Build ENTERPRISE-READY AI Agent for Research and Reporting!
Mervin Praison Beginner 1y ago
RAG vs Fine-tuning (n8n) #n8n #rag #finetuning
1:41
RAG & Vector Search ⚡ AI Lesson
RAG vs Fine-tuning (n8n) #n8n #rag #finetuning
The AI Automators Beginner 1y ago
OpenAI Embeddings Explained: text-embedding-3 Small vs Large (with Code & Benchmarks)
RAG & Vector Search
OpenAI Embeddings Explained: text-embedding-3 Small vs Large (with Code & Benchmarks)
cholakovit Beginner 1y ago
Build a Document Search RAG AI System in less than 20 Minutes | End-to-End Project
RAG & Vector Search
Build a Document Search RAG AI System in less than 20 Minutes | End-to-End Project
iQuant Beginner 1y ago
RAG is the Backbone of Enterprise AI
RAG & Vector Search
RAG is the Backbone of Enterprise AI
Weaviate vector database Beginner 1y ago
Build AI agents for e-commerce with ADK + Vector Search
RAG & Vector Search
Build AI agents for e-commerce with ADK + Vector Search
Google for Developers Beginner 1y ago
Data Collaboration for the AI Age: LiveRamp & BigQuery
RAG & Vector Search
Data Collaboration for the AI Age: LiveRamp & BigQuery
Google Cloud Beginner 1y ago
Why the US Has Only One Factory for Cannon Barrels
RAG & Vector Search ⚡ AI Lesson
Why the US Has Only One Factory for Cannon Barrels
Business Insider Beginner 1y ago
The Etsy Trick That Hacked Google’s Algorithm 🧵 #shorts
RAG & Vector Search
The Etsy Trick That Hacked Google’s Algorithm 🧵 #shorts
Jacky Chou from Indexsy Beginner 1y ago
Advance RAG Course: Master All RAG Retrieval & Reranking Techniques in One Video💡!
RAG & Vector Search
Advance RAG Course: Master All RAG Retrieval & Reranking Techniques in One Video💡!
Sunny Savita Beginner 1y ago
Databases in the AI Trenches| POSETTE: An Event for Postgres 2025
RAG & Vector Search
Databases in the AI Trenches| POSETTE: An Event for Postgres 2025
Microsoft Developer Beginner 1y ago
Building Intelligent Applications with Graph-Based RAG on PostgreSQL | POSETTE 2025
RAG & Vector Search
Building Intelligent Applications with Graph-Based RAG on PostgreSQL | POSETTE 2025
Microsoft Developer Beginner 1y ago
Holocaust Memorial Berlin | Berlin | Germany | Things to See in Berlin
RAG & Vector Search
Holocaust Memorial Berlin | Berlin | Germany | Things to See in Berlin
LearningMole Beginner 1y ago
PLEASE Learn These 4 Python Tools
RAG & Vector Search ⚡ AI Lesson
PLEASE Learn These 4 Python Tools
Tech With Tim Beginner 1y ago
Why Nintendo Is More Expensive Than Ever Now | So Expensive | Business Insider
RAG & Vector Search
Why Nintendo Is More Expensive Than Ever Now | So Expensive | Business Insider
Business Insider Beginner 1y ago
Course Overview: Making High-Quality Decisions
RAG & Vector Search ⚡ AI Lesson
Course Overview: Making High-Quality Decisions
Stanford Online Beginner 1y ago
Build a Simple RAG Pipeline in 30 Minutes!
RAG & Vector Search ⚡ AI Lesson
Build a Simple RAG Pipeline in 30 Minutes!
pixegami Beginner 1y 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 1y 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 1y ago
What is Retrieval Augmented Generation (RAG)?
RAG & Vector Search ⚡ AI Lesson
What is Retrieval Augmented Generation (RAG)?
DataSchool Beginner 1y ago
DeepWiki: The GitHub Encyclopedia
RAG & Vector Search
DeepWiki: The GitHub Encyclopedia
Latent Space Beginner 1y 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 1y 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 1y ago
AI Quick Tip: 3 Data Science Hacks
RAG & Vector Search
AI Quick Tip: 3 Data Science Hacks
Coursera Beginner 1y ago
NEW FREE UNCENSORED AI MUSIC KING IS HERE!
RAG & Vector Search ⚡ AI Lesson
NEW FREE UNCENSORED AI MUSIC KING IS HERE!
Aitrepreneur Beginner 1y ago
Embedding model evaluation & selection guide
RAG & Vector Search
Embedding model evaluation & selection guide
Weaviate vector database Beginner 1y ago
Mastering LangChain Retrievals: A Guide to Intelligent Information Access - part 4
RAG & Vector Search
Mastering LangChain Retrievals: A Guide to Intelligent Information Access - part 4
cholakovit Beginner 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
How to Use Content AI to Break Up Long Paragraphs
RAG & Vector Search
How to Use Content AI to Break Up Long Paragraphs
Rank Math SEO Beginner 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
Deep Dive into Long Context
RAG & Vector Search
Deep Dive into Long Context
Google for Developers Beginner 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
AI Is Taking My Job So Here's What I'm Doing
RAG & Vector Search ⚡ AI Lesson
AI Is Taking My Job So Here's What I'm Doing
The Viable Edge | Vibe Marketing | AI Fluency Beginner 1y ago
Introduction to Retrieval Augmented Generation (RAG)
RAG & Vector Search
Introduction to Retrieval Augmented Generation (RAG)
Google Cloud Beginner 1y ago
Introduction to Google strategies for foundation model limitations
RAG & Vector Search
Introduction to Google strategies for foundation model limitations
Google Cloud Beginner 1y ago
Spark innovation with the generative AI creative matrix
RAG & Vector Search
Spark innovation with the generative AI creative matrix
Google Cloud Beginner 1y 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 1y 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 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
Rage Baiting = Viral Views - BIP527
RAG & Vector Search
Rage Baiting = Viral Views - BIP527
Jacky Chou from Indexsy Beginner 1y ago
Cloud WAN Overview
RAG & Vector Search
Cloud WAN Overview
Google Cloud Beginner 1y ago
📚 Continue on Coursera External links · Free to audit
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Manage Data in Chroma
📚 External: Coursera ↗
Self-paced
Manage Data in Chroma
Opens on Coursera ↗
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
📚 External: Coursera ↗
Self-paced
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
Opens on Coursera ↗
Enable Vectorization in Weaviate
📚 External: Coursera ↗
Self-paced
Enable Vectorization in Weaviate
Opens on Coursera ↗
Utilize LinkedIn for Career Search
📚 External: Coursera ↗
Self-paced
Utilize LinkedIn for Career Search
Opens on Coursera ↗
Retrieval Augmented Generation (RAG)
📚 External: Coursera ↗
Self-paced
Retrieval Augmented Generation (RAG)
Opens on Coursera ↗
Query Weaviate Smartly
📚 External: Coursera ↗
Self-paced
Query Weaviate Smartly
Opens on Coursera ↗