Core AI

RAG & Vector Search

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

5,308
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
Student Project 1: How to Make a Chinese Calligraphy Brush Stand
RAG & Vector Search
Student Project 1: How to Make a Chinese Calligraphy Brush Stand
MIT OpenCourseWare Intermediate 6mo ago
Student Project 2: Ink and Thread: Incorporating Chinese Calligraphy in Fashion
RAG & Vector Search
Student Project 2: Ink and Thread: Incorporating Chinese Calligraphy in Fashion
MIT OpenCourseWare Intermediate 6mo ago
How Volkswagen creates a better ownership experience with Google Cloud Consulting
RAG & Vector Search
How Volkswagen creates a better ownership experience with Google Cloud Consulting
Google Cloud Beginner 6mo ago
I Just Merged RAG With Text-to-SQL - The Results Are Absolutely Insane - I'll Teach You How to Build
RAG & Vector Search ⚡ AI Lesson
I Just Merged RAG With Text-to-SQL - The Results Are Absolutely Insane - I'll Teach You How to Build
The Gradient Path Intermediate 6mo ago
HOW to DOUBLE Your YouTube Leads
RAG & Vector Search
HOW to DOUBLE Your YouTube Leads
Evan Carmichael Intermediate 6mo ago
Fiverr vs Upwork vs Freelancer 2026 - Which One Helps Freelancers and Beginners Make Money Fastest
RAG & Vector Search
Fiverr vs Upwork vs Freelancer 2026 - Which One Helps Freelancers and Beginners Make Money Fastest
Digital Dady Beginner 6mo ago
How to build your own long-term Agentic Memory System for LLMs | Mem0 from scratch in DSPy
RAG & Vector Search ⚡ AI Lesson
How to build your own long-term Agentic Memory System for LLMs | Mem0 from scratch in DSPy
Neural Breakdown with AVB Beginner 6mo ago
Common Challenges in rag #Shorts #rag #genai #Viralvideo
RAG & Vector Search
Common Challenges in rag #Shorts #rag #genai #Viralvideo
GeeksforGeeks Beginner 7mo ago
I Can Spot a Weak Candidate in 10 Seconds - Here’s How
RAG & Vector Search ⚡ AI Lesson
I Can Spot a Weak Candidate in 10 Seconds - Here’s How
Tech With Tim Beginner 7mo 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 7mo ago
Lovable for WordPress? The First AI WordPress Builder is Here
RAG & Vector Search ⚡ AI Lesson
Lovable for WordPress? The First AI WordPress Builder is Here
Tech With Tim Beginner 7mo ago
Secure, AI-Ready Data at Westinghouse | Data + AI Executive Series: Fast 5
RAG & Vector Search ⚡ AI Lesson
Secure, AI-Ready Data at Westinghouse | Data + AI Executive Series: Fast 5
Databricks Beginner 7mo ago
How I Made My First $1,000,000 Online
RAG & Vector Search
How I Made My First $1,000,000 Online
Jacky Chou from Indexsy Beginner 7mo ago
Salary of Threat Engineer | How Much does a Threat Engineer Make? #shorts #simplilearn
RAG & Vector Search
Salary of Threat Engineer | How Much does a Threat Engineer Make? #shorts #simplilearn
Simplilearn Beginner 7mo ago
WebTransport is a Game Changer Protocol
RAG & Vector Search
WebTransport is a Game Changer Protocol
Hussein Nasser Beginner 7mo ago
React wants to win you back…
RAG & Vector Search ⚡ AI Lesson
React wants to win you back…
Fireship Intermediate 7mo ago
AI-Powered Resumes with Super People & Weaviate
RAG & Vector Search
AI-Powered Resumes with Super People & Weaviate
Weaviate vector database Intermediate 7mo ago
RAG vs Fine Tuning vs Prompt Engineering
RAG & Vector Search
RAG vs Fine Tuning vs Prompt Engineering
codebasics Beginner 7mo ago
Salary of React Developer | How Much does a React Developer Make? #shorts #simplilearn
RAG & Vector Search
Salary of React Developer | How Much does a React Developer Make? #shorts #simplilearn
Simplilearn Beginner 7mo ago
Search Isn’t About Answers
RAG & Vector Search
Search Isn’t About Answers
Neil Patel Beginner 7mo ago
Session 4-1: Networked Geothermal: The European Experience
RAG & Vector Search ⚡ AI Lesson
Session 4-1: Networked Geothermal: The European Experience
MIT OpenCourseWare Intermediate 6mo ago
Session 8-3: Thermal Energy Network Evolution of the Penn South Community in Manhattan
RAG & Vector Search
Session 8-3: Thermal Energy Network Evolution of the Penn South Community in Manhattan
MIT OpenCourseWare Intermediate 6mo ago
Session 1-3: Health Impacts of Methane ("Natural") Gas Systems
RAG & Vector Search ⚡ AI Lesson
Session 1-3: Health Impacts of Methane ("Natural") Gas Systems
MIT OpenCourseWare Intermediate 6mo ago
Session 7-3: Techno-Economic Modeling of GENs with HEATNETS Model
RAG & Vector Search ⚡ AI Lesson
Session 7-3: Techno-Economic Modeling of GENs with HEATNETS Model
MIT OpenCourseWare Intermediate 6mo ago
Session 5-3: Introduction to Design of GENs
RAG & Vector Search ⚡ AI Lesson
Session 5-3: Introduction to Design of GENs
MIT OpenCourseWare Beginner 6mo ago
Session 8-2: Framingham, Massachusetts UTEN Pilot Project Overview
RAG & Vector Search
Session 8-2: Framingham, Massachusetts UTEN Pilot Project Overview
MIT OpenCourseWare Beginner 6mo ago
Session 6-2: Emerging Code & Standards for Ambient Temperature Loops
RAG & Vector Search ⚡ AI Lesson
Session 6-2: Emerging Code & Standards for Ambient Temperature Loops
MIT OpenCourseWare Beginner 6mo ago
Session 5-2: Differences Between Geothermal Heat Pumps and GEN
RAG & Vector Search ⚡ AI Lesson
Session 5-2: Differences Between Geothermal Heat Pumps and GEN
MIT OpenCourseWare Advanced 6mo ago
Session 3-4: Geothermal Energy Networks: Transforming Our Thermal
RAG & Vector Search ⚡ AI Lesson
Session 3-4: Geothermal Energy Networks: Transforming Our Thermal
MIT OpenCourseWare Intermediate 6mo ago
Session 4-2: Deploying Geothermal Networks At City and Country Scale: Utility Perspective on Scaling
RAG & Vector Search
Session 4-2: Deploying Geothermal Networks At City and Country Scale: Utility Perspective on Scaling
MIT OpenCourseWare Intermediate 6mo ago
Session 1-2: Carbon Reduction Pathways for Building Stocks
RAG & Vector Search
Session 1-2: Carbon Reduction Pathways for Building Stocks
MIT OpenCourseWare Intermediate 6mo ago
Session 8-1: ATL District Systems Overview
RAG & Vector Search
Session 8-1: ATL District Systems Overview
MIT OpenCourseWare Beginner 6mo ago
8-4: Intro to the MIT Thermal Energy Networks Plan for Rapid, Cost-Effective Campus Decarbonization
RAG & Vector Search
8-4: Intro to the MIT Thermal Energy Networks Plan for Rapid, Cost-Effective Campus Decarbonization
MIT OpenCourseWare Beginner 6mo ago
Session 2-1: An Ecological View of the Energy Transition
RAG & Vector Search
Session 2-1: An Ecological View of the Energy Transition
MIT OpenCourseWare Intermediate 6mo ago
Session Introduction: Geothermal Energy Networks: Transforming Our Thermal Energy System
RAG & Vector Search ⚡ AI Lesson
Session Introduction: Geothermal Energy Networks: Transforming Our Thermal Energy System
MIT OpenCourseWare Beginner 6mo ago
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
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 6-3: Introduction to Drilling Geothermal Boreholes
RAG & Vector Search
Session 6-3: Introduction to Drilling Geothermal Boreholes
MIT OpenCourseWare Beginner 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
Class 15 Video: Encoding Corpora and Voice Leading
RAG & Vector Search
Class 15 Video: Encoding Corpora and Voice Leading
MIT OpenCourseWare Beginner 7mo ago
Video 7b: Streams as Hierarchies: Types of Containers in music21
RAG & Vector Search
Video 7b: Streams as Hierarchies: Types of Containers in music21
MIT OpenCourseWare Beginner 7mo ago
Video 6b: Representations of Ontologies: Craig Sapp’s Rosetta Stone
RAG & Vector Search ⚡ AI Lesson
Video 6b: Representations of Ontologies: Craig Sapp’s Rosetta Stone
MIT OpenCourseWare Advanced 7mo ago
Video 22b: Problem Sets 7-8: Working and Composing with Scales, Chords, and Roman Numerals
RAG & Vector Search
Video 22b: Problem Sets 7-8: Working and Composing with Scales, Chords, and Roman Numerals
MIT OpenCourseWare Beginner 7mo ago
Video 12d: How to Work with Ties in music21
RAG & Vector Search ⚡ AI Lesson
Video 12d: How to Work with Ties in music21
MIT OpenCourseWare Beginner 7mo ago
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AWS: Storage
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Nanotechnology and Nanosensors, Part1
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Object-Oriented Programming and Functions
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Object-Oriented Programming and Functions
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