Core AI

RAG & Vector Search

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

5,272
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
Videos 5,117 Reads 155
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Session 3-3: The (Geo) Thermal Energy Networks: U.S. Policy Landscape
RAG & Vector Search ⚡ AI Lesson
Session 3-3: The (Geo) Thermal Energy Networks: U.S. Policy Landscape
MIT OpenCourseWare Intermediate 6mo ago
Session 4-4: Expanding Geothermal Energy Networks at a Global Scale
RAG & Vector Search
Session 4-4: Expanding Geothermal Energy Networks at a Global Scale
MIT OpenCourseWare Intermediate 6mo 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 6mo ago
React wants to win you back…
RAG & Vector Search ⚡ AI Lesson
React wants to win you back…
Fireship Intermediate 6mo ago
AI-Powered Resumes with Super People & Weaviate
RAG & Vector Search
AI-Powered Resumes with Super People & Weaviate
Weaviate vector database Intermediate 6mo 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 7mo ago
Imagine a database that understands your data #AI #VectorDatabase #Weaviate
RAG & Vector Search
Imagine a database that understands your data #AI #VectorDatabase #Weaviate
Data Science Dojo Intermediate 7mo 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 7mo ago
How Your Memory Can Remake the Past | The Gray Area
RAG & Vector Search
How Your Memory Can Remake the Past | The Gray Area
Vox Intermediate 7mo ago
Large scale data ingestion for MongoDB using Application Integration
RAG & Vector Search
Large scale data ingestion for MongoDB using Application Integration
Google Cloud Tech Intermediate 7mo ago
Salesforce bulk data ingestion using Application Integration
RAG & Vector Search
Salesforce bulk data ingestion using Application Integration
Google Cloud Tech Intermediate 7mo ago
China Jockeys for Better Access to US Deals
RAG & Vector Search
China Jockeys for Better Access to US Deals
Bloomberg Technology Intermediate 7mo ago
LLMOPS 02: RAG Analysis & Evaluation Strategy Part-2 | Advanced RAG Pipeline in LLMOPS
RAG & Vector Search
LLMOPS 02: RAG Analysis & Evaluation Strategy Part-2 | Advanced RAG Pipeline in LLMOPS
Sunny Savita Intermediate 7mo ago
LLMOPS 02: Build Multi-Doc Chat with Advanced RAG Part-1| RAG in a Modular Manner (Logger, Config)
RAG & Vector Search
LLMOPS 02: Build Multi-Doc Chat with Advanced RAG Part-1| RAG in a Modular Manner (Logger, Config)
Sunny Savita Intermediate 7mo ago
Send your AI films to Chroma Awards
RAG & Vector Search
Send your AI films to Chroma Awards
Sebastian Kamph Intermediate 7mo ago
Driver licenses and much more hacked! You sure this should be stored centrally?
RAG & Vector Search
Driver licenses and much more hacked! You sure this should be stored centrally?
David Bombal Intermediate 7mo ago
AI Feels Like Alchemy, Not Engineering
RAG & Vector Search
AI Feels Like Alchemy, Not Engineering
Latent Space Intermediate 7mo 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 7mo ago
How to Build a Production-Ready RAG AI Agent in Python (Step-by-Step)
RAG & Vector Search ⚡ AI Lesson
How to Build a Production-Ready RAG AI Agent in Python (Step-by-Step)
Tech With Tim Intermediate 7mo ago
Graph RAG: The Future of AI Context!
RAG & Vector Search ⚡ AI Lesson
Graph RAG: The Future of AI Context!
Analytics Vidhya Intermediate 7mo 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 7mo 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 7mo 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 8mo 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 8mo ago
The Ultimate Local RAG Stack: EmbeddingGemma + SQLite-vec + Ollama
RAG & Vector Search
The Ultimate Local RAG Stack: EmbeddingGemma + SQLite-vec + Ollama
Shane | LLM Implementation Intermediate 8mo 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 8mo ago
Apple just made spyware attacks WAY harder
RAG & Vector Search ⚡ AI Lesson
Apple just made spyware attacks WAY harder
David Bombal Intermediate 8mo ago
Session 3-1: Policy Case Study on the WARMTH Act
RAG & Vector Search
Session 3-1: Policy Case Study on the WARMTH Act
MIT OpenCourseWare Intermediate 6mo ago
Session 2-3: How GENs Arose out of Moms Organizing to Protect Their Children's Future
RAG & Vector Search
Session 2-3: How GENs Arose out of Moms Organizing to Protect Their Children's Future
MIT OpenCourseWare Intermediate 6mo ago
Session 6-4: Constructing and Commissioning of a GEN
RAG & Vector Search
Session 6-4: Constructing and Commissioning of a GEN
MIT OpenCourseWare Intermediate 6mo ago
Session 4-3: Business Models for Community Networked Geothermal Heating and Cooling
RAG & Vector Search
Session 4-3: Business Models for Community Networked Geothermal Heating and Cooling
MIT OpenCourseWare Intermediate 6mo ago
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 6mo ago
Video 6a: Music Representation (III): Unlocking Pitch in music21
RAG & Vector Search
Video 6a: Music Representation (III): Unlocking Pitch in music21
MIT OpenCourseWare Intermediate 7mo ago
Video 4a: How to Read an Academic Article
RAG & Vector Search
Video 4a: How to Read an Academic Article
MIT OpenCourseWare Intermediate 7mo ago
Class 13 Video: Corpus Studies and Statistics
RAG & Vector Search ⚡ AI Lesson
Class 13 Video: Corpus Studies and Statistics
MIT OpenCourseWare Intermediate 7mo ago
Video 3c: How to Approach the Problem Sets
RAG & Vector Search
Video 3c: How to Approach the Problem Sets
MIT OpenCourseWare Intermediate 7mo ago
Class 2 Video: Representation of Notes, Pitches, and Durations
RAG & Vector Search
Class 2 Video: Representation of Notes, Pitches, and Durations
MIT OpenCourseWare Intermediate 7mo ago
Class 25 Video: Algorithmic Composition (III)
RAG & Vector Search ⚡ AI Lesson
Class 25 Video: Algorithmic Composition (III)
MIT OpenCourseWare Intermediate 7mo ago
Apple Prioritizes Meta-Like AI Glasses Over Headset Revamp
RAG & Vector Search
Apple Prioritizes Meta-Like AI Glasses Over Headset Revamp
Bloomberg Technology Intermediate 7mo ago
LLMOPS 01: End-to-End Advanced RAG Project with LLMOPS | Complete Setup & Use Cases Discussion
RAG & Vector Search
LLMOPS 01: End-to-End Advanced RAG Project with LLMOPS | Complete Setup & Use Cases Discussion
Sunny Savita Intermediate 7mo 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 7mo ago
Video 10: Go Combinatorial - MIT Innovation Teams
RAG & Vector Search
Video 10: Go Combinatorial - MIT Innovation Teams
MIT OpenCourseWare Intermediate 7mo ago
Lecture 12: Knowing Your Players
RAG & Vector Search
Lecture 12: Knowing Your Players
MIT OpenCourseWare Intermediate 8mo ago
Lecture 19: Abstraction and Simulation
RAG & Vector Search
Lecture 19: Abstraction and Simulation
MIT OpenCourseWare Intermediate 8mo ago
Lecture 31: Assignment 3 Brainstorming and Team Formation
RAG & Vector Search
Lecture 31: Assignment 3 Brainstorming and Team Formation
MIT OpenCourseWare Intermediate 8mo ago
Lecture 23: Creating Sequels
RAG & Vector Search
Lecture 23: Creating Sequels
MIT OpenCourseWare Intermediate 8mo ago
Lecture 6: The Social Function of Games
RAG & Vector Search
Lecture 6: The Social Function of Games
MIT OpenCourseWare Intermediate 8mo 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 8mo ago
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