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
Session 1-1: A Systems View of the Energy Transition and Role of Methane Emissions
RAG & Vector Search ⚡ AI Lesson
Session 1-1: A Systems View of the Energy Transition and Role of Methane Emissions
MIT OpenCourseWare Intermediate 8mo ago
The Unknown Crypto Exchange With Major Market Impact | Hyperliquid
RAG & Vector Search
The Unknown Crypto Exchange With Major Market Impact | Hyperliquid
The Information Intermediate 8mo ago
React wants to win you back…
RAG & Vector Search ⚡ AI Lesson
React wants to win you back…
Fireship Intermediate 8mo ago
AI-Powered Resumes with Super People & Weaviate
RAG & Vector Search
AI-Powered Resumes with Super People & Weaviate
Weaviate vector database Intermediate 8mo ago
Video 4a: How to Read an Academic Article
RAG & Vector Search
Video 4a: How to Read an Academic Article
MIT OpenCourseWare Intermediate 8mo ago
China Has Too Much Leverage Over US, Says Anduril's Luckey
RAG & Vector Search ⚡ AI Lesson
China Has Too Much Leverage Over US, Says Anduril's Luckey
Bloomberg Technology Intermediate 8mo ago
Visnja Zivanovic, Head of Indirect Procurement at Nomad Foods | ProcureTech Leaders Summit 2025
RAG & Vector Search
Visnja Zivanovic, Head of Indirect Procurement at Nomad Foods | ProcureTech Leaders Summit 2025
Techsommet Events Intermediate 8mo ago
Building AI Agents with TARS & Weaviate
RAG & Vector Search
Building AI Agents with TARS & Weaviate
Weaviate vector database Intermediate 8mo ago
Expanding Trust: How One Successful Project Led to Another Collaboration
RAG & Vector Search
Expanding Trust: How One Successful Project Led to Another Collaboration
BOOST STAR Experts Intermediate 8mo ago
Salesforce bulk data ingestion using Application Integration
RAG & Vector Search
Salesforce bulk data ingestion using Application Integration
Google Cloud Tech Intermediate 8mo ago
Send your AI films to Chroma Awards
RAG & Vector Search
Send your AI films to Chroma Awards
Sebastian Kamph Intermediate 9mo ago
AI Feels Like Alchemy, Not Engineering
RAG & Vector Search
AI Feels Like Alchemy, Not Engineering
Latent Space Intermediate 9mo ago
Know These 7 AI terms Before You Invest in AI (Guardrails, MCP, Fine-Tuning & More)
RAG & Vector Search ⚡ AI Lesson
Know These 7 AI terms Before You Invest in AI (Guardrails, MCP, Fine-Tuning & More)
Dave Ebbelaar (LLM Eng) Intermediate 9mo ago
Graph RAG: The Future of AI Context!
RAG & Vector Search ⚡ AI Lesson
Graph RAG: The Future of AI Context!
Analytics Vidhya Intermediate 9mo ago
The NEW Easiest Way to Build RAG Agents in Minutes (no code)
RAG & Vector Search ⚡ AI Lesson
The NEW Easiest Way to Build RAG Agents in Minutes (no code)
Nate Herk | AI Automation Intermediate 9mo ago
Gilad Bracha - Online Collaboration for Free - 27 August 2025
RAG & Vector Search
Gilad Bracha - Online Collaboration for Free - 27 August 2025
UK Smalltalk User Group Intermediate 9mo ago
Future of Data and AI | Agentic AI Conference | Second Edition | Day 2
RAG & Vector Search ⚡ AI Lesson
Future of Data and AI | Agentic AI Conference | Second Edition | Day 2
Data Science Dojo Intermediate 9mo ago
Future of Data and AI | Agentic AI Conference | Second Edition | Day 1
RAG & Vector Search
Future of Data and AI | Agentic AI Conference | Second Edition | Day 1
Data Science Dojo Intermediate 9mo ago
Endless Linux Kernel Problems Are Fixed With Gitlab
RAG & Vector Search ⚡ AI Lesson
Endless Linux Kernel Problems Are Fixed With Gitlab
Brodie Robertson Intermediate 9mo ago
Google’s New EmbeddingGemma: Run RAG on Your Phone!
RAG & Vector Search ⚡ AI Lesson
Google’s New EmbeddingGemma: Run RAG on Your Phone!
What's AI by Louis-François Bouchard Intermediate 9mo ago
Apple just made spyware attacks WAY harder
RAG & Vector Search ⚡ AI Lesson
Apple just made spyware attacks WAY harder
David Bombal Intermediate 9mo ago
Getting started with Amazon S3 Vectors | Amazon Web Services
RAG & Vector Search
Getting started with Amazon S3 Vectors | Amazon Web Services
Amazon Web Services Intermediate 9mo ago
I Made "Starry Night" Into a Video Game
RAG & Vector Search ⚡ AI Lesson
I Made "Starry Night" Into a Video Game
Matt Wolfe Intermediate 9mo ago
Important Announcement By Raghav Sir #GfG #BigSurprise #Shorts #ViralVideo
RAG & Vector Search
Important Announcement By Raghav Sir #GfG #BigSurprise #Shorts #ViralVideo
GeeksforGeeks Intermediate 10mo ago
RAG Project: Build an AI Onboarding Chatbot with Streamlit, LangChain, and ChromaDB
RAG & Vector Search ⚡ AI Lesson
RAG Project: Build an AI Onboarding Chatbot with Streamlit, LangChain, and ChromaDB
Alejandro AO Intermediate 10mo ago
How AI Finds Anything Similar! The Vector Database Secret! 🚀
RAG & Vector Search ⚡ AI Lesson
How AI Finds Anything Similar! The Vector Database Secret! 🚀
Analytics Vidhya Intermediate 10mo ago
3 Signs Your Business Needs AI Now! 🚀
RAG & Vector Search
3 Signs Your Business Needs AI Now! 🚀
Coursera Intermediate 10mo ago
Why Great Design Reflects Your Culture
RAG & Vector Search
Why Great Design Reflects Your Culture
Latent Space Intermediate 10mo ago
GraphRAG in Action with Anisha Latchman, on Mr. Maeda's Cozy AI Kitchen
RAG & Vector Search
GraphRAG in Action with Anisha Latchman, on Mr. Maeda's Cozy AI Kitchen
Microsoft Developer Intermediate 10mo ago
Mastering AWS Bedrock: Your Guide to the Future of AI
RAG & Vector Search
Mastering AWS Bedrock: Your Guide to the Future of AI
The Digital Tutor Intermediate 10mo ago
The Embedding Model That Beats OpenAI & Google in 2025 | NV-Embed-v2: The Fastest, Most Accurate ...
RAG & Vector Search ⚡ AI Lesson
The Embedding Model That Beats OpenAI & Google in 2025 | NV-Embed-v2: The Fastest, Most Accurate ...
cholakovit Intermediate 10mo ago
B2B Personal Branding - It's A Non-Negotiable #personalbranding #b2b #businesgrowth
RAG & Vector Search
B2B Personal Branding - It's A Non-Negotiable #personalbranding #b2b #businesgrowth
fatjoe. Intermediate 10mo ago
Build a RAG System with Python: Expert Knowledge Worker for Insurance Tech Company | Code Infinity
RAG & Vector Search
Build a RAG System with Python: Expert Knowledge Worker for Insurance Tech Company | Code Infinity
CODE INFINITY Intermediate 11mo ago
I Fixed My ADHD with a Receipt Printer
RAG & Vector Search
I Fixed My ADHD with a Receipt Printer
Coding with Lewis Intermediate 11mo ago
I Went From An Avarage Kid To Being So Productive That It Felt Illegal #shorts #students #study
RAG & Vector Search ⚡ AI Lesson
I Went From An Avarage Kid To Being So Productive That It Felt Illegal #shorts #students #study
WebKnower Intermediate 11mo ago
Optimizing Profit and Creative Content for Effective Social Media Marketing
RAG & Vector Search
Optimizing Profit and Creative Content for Effective Social Media Marketing
Professor Charley T Intermediate 11mo ago
US Leverage in China Trade Talks
RAG & Vector Search ⚡ AI Lesson
US Leverage in China Trade Talks
Bloomberg Technology Intermediate 11mo ago
Class 13 Video: Corpus Studies and Statistics
RAG & Vector Search ⚡ AI Lesson
Class 13 Video: Corpus Studies and Statistics
MIT OpenCourseWare Intermediate 8mo ago
Video 7: Lessons From a Real Garage - MIT Innovation Teams
RAG & Vector Search
Video 7: Lessons From a Real Garage - MIT Innovation Teams
MIT OpenCourseWare Intermediate 9mo ago
Video 10: Go Combinatorial - MIT Innovation Teams
RAG & Vector Search
Video 10: Go Combinatorial - MIT Innovation Teams
MIT OpenCourseWare Intermediate 9mo ago
Lecture 12: Knowing Your Players
RAG & Vector Search
Lecture 12: Knowing Your Players
MIT OpenCourseWare Intermediate 9mo ago
Lecture 19: Abstraction and Simulation
RAG & Vector Search
Lecture 19: Abstraction and Simulation
MIT OpenCourseWare Intermediate 9mo ago
Lecture 31: Assignment 3 Brainstorming and Team Formation
RAG & Vector Search
Lecture 31: Assignment 3 Brainstorming and Team Formation
MIT OpenCourseWare Intermediate 9mo ago
Lecture 23: Creating Sequels
RAG & Vector Search
Lecture 23: Creating Sequels
MIT OpenCourseWare Intermediate 9mo ago
Biggest Barriers to Enterprise LLM Adoption #rag #finetuning #hybrid
RAG & Vector Search
Biggest Barriers to Enterprise LLM Adoption #rag #finetuning #hybrid
Data Science Dojo Intermediate 10mo ago
The Real Difference Between Weaviate & Other Databases #weaviate #vectordatabase #vectorsearch
RAG & Vector Search ⚡ AI Lesson
The Real Difference Between Weaviate & Other Databases #weaviate #vectordatabase #vectorsearch
Data Science Dojo Intermediate 10mo ago
Access Control in RAG: Are We There Yet for SaaS? #RAG #SaaS #LLM
RAG & Vector Search
Access Control in RAG: Are We There Yet for SaaS? #RAG #SaaS #LLM
Data Science Dojo Intermediate 10mo ago
RAG Is a Mind Virus?!
RAG & Vector Search
RAG Is a Mind Virus?!
Latent Space Intermediate 10mo ago
📚 Continue on Coursera External links · Free to audit
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Grasp Vector DB Basics
📚 External: Coursera ↗
Self-paced
Grasp Vector DB Basics
Opens on Coursera ↗
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
📚 External: Coursera ↗
Self-paced
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
Opens on Coursera ↗
Optimize and Migrate Vectors
📚 External: Coursera ↗
Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
📚 External: Coursera ↗
Self-paced
Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
Opens on Coursera ↗
Multimodal RAG with GPT – Build Smarter Search & AI Systems
📚 External: Coursera ↗
Self-paced
Multimodal RAG with GPT – Build Smarter Search & AI Systems
Opens on Coursera ↗
Master ANN Search
📚 External: Coursera ↗
Self-paced
Master ANN Search
Opens on Coursera ↗