Core AI

RAG & Vector Search

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

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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
Vector Search Benchmark[eting] - Philipp Krenn, Elastic
RAG & Vector Search
Vector Search Benchmark[eting] - Philipp Krenn, Elastic
AI Engineer Intermediate 1y 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 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
RAG Benchmarks with Nandan Thakur - Weaviate Podcast #124!
RAG & Vector Search
RAG Benchmarks with Nandan Thakur - Weaviate Podcast #124!
Weaviate vector database Advanced 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
Projects You Should Build For Gen AI And Agentic AI Roles
RAG & Vector Search
Projects You Should Build For Gen AI And Agentic AI Roles
Krish Naik Intermediate 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
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 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
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 1y 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 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
Insider Tips for Success from @BenHeath
RAG & Vector Search
Insider Tips for Success from @BenHeath
Professor Charley T Intermediate 1y 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 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 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 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
RAG from Scratch with Best Practices (PART 2)
RAG & Vector Search
RAG from Scratch with Best Practices (PART 2)
MLOps.community Advanced 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
#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 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
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 1y ago
Course Overview: Making High-Quality Decisions
RAG & Vector Search ⚡ AI Lesson
Course Overview: Making High-Quality Decisions
Stanford Online Beginner 1y 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 1y ago
T5 with Retrieval-Augmented Generation (RAG) vs LLaMA 3 8B with RAG | Best RAG Model Comparison 2025
RAG & Vector Search
T5 with Retrieval-Augmented Generation (RAG) vs LLaMA 3 8B with RAG | Best RAG Model Comparison 2025
Shakzee Intermediate 1y ago
How to Use LLaMA 3 8B with RAG in Python | Best Setup for Retrieval-Augmented Generation (2025)
RAG & Vector Search
How to Use LLaMA 3 8B with RAG in Python | Best Setup for Retrieval-Augmented Generation (2025)
Shakzee Intermediate 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
#seos What do you dream about? #mozpod #jameshaywardbrowne
RAG & Vector Search
#seos What do you dream about? #mozpod #jameshaywardbrowne
Moz Intermediate 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
RAG from Scratch with Best Practices
RAG & Vector Search
RAG from Scratch with Best Practices
MLOps.community Advanced 1y 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 1y ago
Build Multimodal AI RAG/Search in Python using Weviate and ImageBind
RAG & Vector Search
Build Multimodal AI RAG/Search in Python using Weviate and ImageBind
HowCanAIHelp Intermediate 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
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
Generic Search is Dead.
RAG & Vector Search
Generic Search is Dead.
Weaviate vector database Intermediate 1y 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 1y 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 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
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 1y ago
📚 Continue on Coursera External links · Free to audit
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Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
📚 External: Coursera ↗
Self-paced
Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
Opens on Coursera ↗
Enable Vectorization in Weaviate
📚 External: Coursera ↗
Self-paced
Enable Vectorization in Weaviate
Opens on Coursera ↗
Retrieval Augmented Generation (RAG)
📚 External: Coursera ↗
Self-paced
Retrieval Augmented Generation (RAG)
Opens on Coursera ↗
Gen AI - RAG Application Development using LangChain
📚 External: Coursera ↗
Self-paced
Gen AI - RAG Application Development using LangChain
Opens on Coursera ↗
Understanding Fitness Programming
📚 External: Coursera ↗
Self-paced
Understanding Fitness Programming
Opens on Coursera ↗
Vector Database Foundations and Core Concepts
📚 External: Coursera ↗
Self-paced
Vector Database Foundations and Core Concepts
Opens on Coursera ↗