Core AI

RAG & Vector Search

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

4,909
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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
Scaling Enterprise-Grade RAG: Lessons from Legal Frontier - Calvin Qi (Harvey), Chang She (Lance)
RAG & Vector Search ⚡ AI Lesson
Scaling Enterprise-Grade RAG: Lessons from Legal Frontier - Calvin Qi (Harvey), Chang She (Lance)
AI Engineer Intermediate 11mo ago
The inspiration and backstory behind the #iconic #AriZona #Icedteas. #beverages
RAG & Vector Search
The inspiration and backstory behind the #iconic #AriZona #Icedteas. #beverages
Business Insider Intermediate 11mo ago
Embedding Your Notes On the Terminal
RAG & Vector Search
Embedding Your Notes On the Terminal
Automata Learning Lab Intermediate 11mo ago
02 - AI Summer school - FPK University - Morocco
RAG & Vector Search
02 - AI Summer school - FPK University - Morocco
عمرو عبداللطيف Intermediate 11mo ago
The Rise Of A New Generation Of Linux Users
RAG & Vector Search ⚡ AI Lesson
The Rise Of A New Generation Of Linux Users
Brodie Robertson Intermediate 11mo ago
POC to PROD: Hard Lessons from 200+ Enterprise GenAI Deployments - Randall Hunt, Caylent
RAG & Vector Search ⚡ AI Lesson
POC to PROD: Hard Lessons from 200+ Enterprise GenAI Deployments - Randall Hunt, Caylent
AI Engineer Intermediate 11mo ago
Lecture 11: Graphs and Coloring
RAG & Vector Search
Lecture 11: Graphs and Coloring
MIT OpenCourseWare Intermediate 11mo ago
Lecture 7: Recurrences
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Recurrences
MIT OpenCourseWare Intermediate 11mo ago
How do I know my RAG system isn't missing anything important?
RAG & Vector Search ⚡ AI Lesson
How do I know my RAG system isn't missing anything important?
Microsoft Developer Intermediate 11mo ago
Build a Vision RAG System From Scratch: The Future of Multimodal Retrieval-Augmented Generation!
RAG & Vector Search ⚡ AI Lesson
Build a Vision RAG System From Scratch: The Future of Multimodal Retrieval-Augmented Generation!
The Gradient Path Intermediate 11mo ago
Hard truth: there’s no shortcut to long-term success.
RAG & Vector Search ⚡ AI Lesson
Hard truth: there’s no shortcut to long-term success.
Professor Charley T Intermediate 11mo ago
A new course on Retrieval Augmented Generation (RAG) is here!
RAG & Vector Search
A new course on Retrieval Augmented Generation (RAG) is here!
DeepLearningAI Intermediate 11mo ago
A new course on Retrieval Augmented Generation (RAG) is live!
RAG & Vector Search ⚡ AI Lesson
A new course on Retrieval Augmented Generation (RAG) is live!
DeepLearningAI Intermediate 11mo ago
Navigating Graph vs. Vector RAG
RAG & Vector Search
Navigating Graph vs. Vector RAG
Latent Space Intermediate 11mo ago
RAG Isn’t Dead
RAG & Vector Search
RAG Isn’t Dead
Latent Space Intermediate 11mo ago
Weaviate TECH Hands-On: Personalization Agent
RAG & Vector Search
Weaviate TECH Hands-On: Personalization Agent
Weaviate vector database Intermediate 11mo ago
Transform retail with edge AI analytics
RAG & Vector Search
Transform retail with edge AI analytics
Google Cloud Intermediate 11mo ago
Why Groceries Are SO Expensive Now
RAG & Vector Search
Why Groceries Are SO Expensive Now
Johnny Harris Intermediate 11mo ago
Summit Live: Partners - Hear From Key Companies on Adding Value
RAG & Vector Search ⚡ AI Lesson
Summit Live: Partners - Hear From Key Companies on Adding Value
Databricks Intermediate 11mo ago
DeepExtension RAG as AI's Knowledge Plugin
RAG & Vector Search
DeepExtension RAG as AI's Knowledge Plugin
DeepExtension Intermediate 11mo ago
Create advanced automations using the Home APIs on Android
RAG & Vector Search
Create advanced automations using the Home APIs on Android
Google for Developers Intermediate 12mo ago
Tech Industry Session: Building Collaborative Ecosystems With Openness and Portability
RAG & Vector Search ⚡ AI Lesson
Tech Industry Session: Building Collaborative Ecosystems With Openness and Portability
Databricks Intermediate 12mo ago
Lexical (BM25) and Neural (Sparse Embeddings) Hybrid Search with Autocomplete Using OpenSearch
RAG & Vector Search
Lexical (BM25) and Neural (Sparse Embeddings) Hybrid Search with Autocomplete Using OpenSearch
Data Science and Data Visualization Intermediate 12mo ago
Raghav Sir Na Ki GfG Ki Website Hack? 😱😳 #Shorts #Hacketyper #ViralVideo #GfG
RAG & Vector Search
Raghav Sir Na Ki GfG Ki Website Hack? 😱😳 #Shorts #Hacketyper #ViralVideo #GfG
GeeksforGeeks Intermediate 1y ago
#NVIDIA DGX Spark - Your Own Personal #AI Supercomputer
RAG & Vector Search ⚡ AI Lesson
#NVIDIA DGX Spark - Your Own Personal #AI Supercomputer
NVIDIA Developer Intermediate 1y ago
How  to Learn to Code as a Kid (Under 18)
RAG & Vector Search ⚡ AI Lesson
How to Learn to Code as a Kid (Under 18)
Tech With Tim Intermediate 1y ago
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 1y 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 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
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
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
Insider Tips for Success from @BenHeath
RAG & Vector Search
Insider Tips for Success from @BenHeath
Professor Charley T Intermediate 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
#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
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
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
Generic Search is Dead.
RAG & Vector Search
Generic Search is Dead.
Weaviate vector database Intermediate 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
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
[Workshop] AI Pipelines and Agents in Pure TypeScript with Mastra.ai — Nick Nisi, Zack Proser
RAG & Vector Search
[Workshop] AI Pipelines and Agents in Pure TypeScript with Mastra.ai — Nick Nisi, Zack Proser
AI Engineer Intermediate 11mo ago
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
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
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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Foundations of Generative AI Models
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Self-paced
Foundations of Generative AI Models
Opens on Coursera ↗
Core 1: Hardware and Network Troubleshooting
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Self-paced
Core 1: Hardware and Network Troubleshooting
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Python for OOP - The A to Z OOP Python Programming Course
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Self-paced
Python for OOP - The A to Z OOP Python Programming Course
Opens on Coursera ↗
Crea embeddings, búsqueda de vectores y RAG con BigQuery
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Self-paced
Crea embeddings, búsqueda de vectores y RAG con BigQuery
Opens on Coursera ↗
Vector Databases for RAG: An Introduction
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Self-paced
Vector Databases for RAG: An Introduction
Opens on Coursera ↗
Build AI Agents with Enterprise Databases
📚 External: Coursera ↗
Self-paced
Build AI Agents with Enterprise Databases
Opens on Coursera ↗