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
Why Is NVIDIA Llama NeMo Retriever for Multimodal RAG #1 on Three Leaderboards?
RAG & Vector Search
Why Is NVIDIA Llama NeMo Retriever for Multimodal RAG #1 on Three Leaderboards?
NVIDIA Developer Intermediate 10mo 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 10mo ago
n8n Just Leveled Up RAG Agents (Reranking & Metadata)
RAG & Vector Search ⚡ AI Lesson
n8n Just Leveled Up RAG Agents (Reranking & Metadata)
Nate Herk | AI Automation Intermediate 10mo ago
Transition away from third-party cookies with CHIPS
RAG & Vector Search
Transition away from third-party cookies with CHIPS
Chrome for Developers Beginner 10mo ago
AI: SWE Code-RAG at 9% Best (RAG to RACG)
RAG & Vector Search
AI: SWE Code-RAG at 9% Best (RAG to RACG)
Discover AI Advanced 10mo ago
Vector Search Benchmark[eting] - Philipp Krenn, Elastic
RAG & Vector Search
Vector Search Benchmark[eting] - Philipp Krenn, Elastic
AI Engineer Intermediate 10mo ago
RAG in 2025: State of the Art and the Road Forward — Tengyu Ma, MongoDB (acq. Voyage AI)
RAG & Vector Search
RAG in 2025: State of the Art and the Road Forward — Tengyu Ma, MongoDB (acq. Voyage AI)
AI Engineer Intermediate 10mo ago
The future of AI Search: Vector Search & Embeddings
RAG & Vector Search
The future of AI Search: Vector Search & Embeddings
Google Cloud Beginner 10mo ago
Full Stack Developer: Job, Salary & Who’s Hiring in 2025!
RAG & Vector Search
Full Stack Developer: Job, Salary & Who’s Hiring in 2025!
edureka! Advanced 10mo ago
🧱 Google Was Built on LEGO?!    #shorts
RAG & Vector Search
🧱 Google Was Built on LEGO?! #shorts
Jacky Chou from Indexsy Beginner 10mo 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 10mo 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 10mo ago
Is Tech Worth It in 2025? The TRUTH About Technology Careers
RAG & Vector Search
Is Tech Worth It in 2025? The TRUTH About Technology Careers
Coursera Beginner 10mo 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 10mo ago
Transition away from third-party cookies with the Storage Access API
RAG & Vector Search ⚡ AI Lesson
Transition away from third-party cookies with the Storage Access API
Chrome for Developers Beginner 10mo ago
RAG is the Backbone of Enterprise AI
RAG & Vector Search
RAG is the Backbone of Enterprise AI
Weaviate vector database Beginner 10mo ago
I Built an AI That Knows 200,000 Game Characters
RAG & Vector Search
I Built an AI That Knows 200,000 Game Characters
Coding with Lewis Intermediate 11mo 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 11mo ago
Build An AI Notes App (Vercel AI SDK v5, Next.js 15, Convex, RAG)
RAG & Vector Search
Build An AI Notes App (Vercel AI SDK v5, Next.js 15, Convex, RAG)
Coding in Flow Intermediate 11mo ago
Can Unitree’s New AI-Powered Robotic Hand Really Feel Temperature and Pressure?
RAG & Vector Search
Can Unitree’s New AI-Powered Robotic Hand Really Feel Temperature and Pressure?
BuildingIt AI Beginner 11mo ago
Predictive Cashflow with Databricks & SAP
RAG & Vector Search ⚡ AI Lesson
Predictive Cashflow with Databricks & SAP
Databricks Beginner 11mo ago
They Fix Your Jacket for FREE? 🧵 Patagonia’s Bold Move    #shorts
RAG & Vector Search
They Fix Your Jacket for FREE? 🧵 Patagonia’s Bold Move #shorts
Jacky Chou from Indexsy Intermediate 11mo ago
How to Use AI to Simplify Your Marketing
RAG & Vector Search ⚡ AI Lesson
How to Use AI to Simplify Your Marketing
AI Explored Intermediate 11mo ago
What Average Engagement Time Says About Your Content
RAG & Vector Search ⚡ AI Lesson
What Average Engagement Time Says About Your Content
Rank Math SEO Beginner 11mo ago
Data Collaboration for the AI Age: LiveRamp & BigQuery
RAG & Vector Search
Data Collaboration for the AI Age: LiveRamp & BigQuery
Google Cloud Beginner 11mo 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 11mo ago
Insider Tips for Success from @BenHeath
RAG & Vector Search
Insider Tips for Success from @BenHeath
Professor Charley T Intermediate 11mo ago
AlloyDB AI: Hybrid search & multimodal capabilities for retail product search
RAG & Vector Search
AlloyDB AI: Hybrid search & multimodal capabilities for retail product search
Google Cloud Tech Advanced 11mo ago
Making Small Wins Big Victories
RAG & Vector Search ⚡ AI Lesson
Making Small Wins Big Victories
Zapier Beginner 11mo 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 11mo 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 11mo ago
Building Enterprise RAG with Azure Database for PostgreSQL and pgvector | POSETTE 2025
RAG & Vector Search
Building Enterprise RAG with Azure Database for PostgreSQL and pgvector | POSETTE 2025
Microsoft Developer Intermediate 11mo 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 11mo ago
AI for Small Business: 3 Signs It's Time to Make the Leap
RAG & Vector Search
AI for Small Business: 3 Signs It's Time to Make the Leap
Coursera Intermediate 11mo ago
RAG from Scratch with Best Practices (PART 2)
RAG & Vector Search
RAG from Scratch with Best Practices (PART 2)
MLOps.community Advanced 11mo ago
PLEASE Learn These 4 Python Tools
RAG & Vector Search ⚡ AI Lesson
PLEASE Learn These 4 Python Tools
Tech With Tim Beginner 11mo ago
#305 RAG 2.0 and The New Era of RAG Agents | Douwe Kiela, CEO at Contextual AI | Inventor of RAG
RAG & Vector Search ⚡ AI Lesson
#305 RAG 2.0 and The New Era of RAG Agents | Douwe Kiela, CEO at Contextual AI | Inventor of RAG
DataCamp Intermediate 11mo ago
Aparna Chennapragada is the CPO at Microsoft
RAG & Vector Search ⚡ AI Lesson
Aparna Chennapragada is the CPO at Microsoft
Lenny's Podcast Intermediate 11mo 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 11mo ago
C’est quoi un RAG ?  c’est la meilleure solution pour réduire les hallucinations d’une IA.
RAG & Vector Search
C’est quoi un RAG ?  c’est la meilleure solution pour réduire les hallucinations d’une IA.
LAW I.A. Avocat & intelligence artificielle Lexvox Intermediate 11mo ago
Decision-Making Skills = Leadership Skills #NewCourse
RAG & Vector Search
Decision-Making Skills = Leadership Skills #NewCourse
Stanford Online Beginner 11mo ago
Course Overview: Making High-Quality Decisions
RAG & Vector Search ⚡ AI Lesson
Course Overview: Making High-Quality Decisions
Stanford Online Beginner 11mo ago
Mastering Mobile-First Strategies for 2025 Success | Mobile UX, PWAs & Vertical Video Ads
RAG & Vector Search
Mastering Mobile-First Strategies for 2025 Success | Mobile UX, PWAs & Vertical Video Ads
Google Marketer Advanced 11mo 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 11mo 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 11mo ago
Neon: How we made PostgreSQL serverless | POSETTE: An Event for Postgres 2025
RAG & Vector Search
Neon: How we made PostgreSQL serverless | POSETTE: An Event for Postgres 2025
Microsoft Developer Beginner 11mo ago
What’s New with Azure Database for PostgreSQL- Flexible Server | POSETTE: An Event for Postgres 2025
RAG & Vector Search
What’s New with Azure Database for PostgreSQL- Flexible Server | POSETTE: An Event for Postgres 2025
Microsoft Developer Beginner 11mo ago
Red Bull’s Shocking Origin Story 🚀   #shorts
RAG & Vector Search
Red Bull’s Shocking Origin Story 🚀 #shorts
Jacky Chou from Indexsy Intermediate 11mo ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Implementing Secure VCenter Clusters and VM Protection
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Implementing Secure VCenter Clusters and VM Protection
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Design of General Utility Systems
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Design of General Utility Systems
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Build AI Agents with Enterprise Databases
📚 Coursera Course ↗
Self-paced
Build AI Agents with Enterprise Databases
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CompTIA Cloud CV0-003: Unit 7
📚 Coursera Course ↗
Self-paced
CompTIA Cloud CV0-003: Unit 7
Opens on Coursera ↗
Internet of Things: Communication Technologies
📚 Coursera Course ↗
Self-paced
Internet of Things: Communication Technologies
Opens on Coursera ↗
Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
📚 Coursera Course ↗
Self-paced
Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
Opens on Coursera ↗