Core AI

RAG & Vector Search

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

5,302
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 5,120 Reads 182
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Virtual Machines Pt. 2 (Proxmox install w/ Kali Linux)
RAG & Vector Search ⚡ AI Lesson
Virtual Machines Pt. 2 (Proxmox install w/ Kali Linux)
NetworkChuck Beginner 5y ago
Georges St-Pierre: The Science of Fighting | Lex Fridman Podcast #179
RAG & Vector Search ⚡ AI Lesson
Georges St-Pierre: The Science of Fighting | Lex Fridman Podcast #179
Lex Fridman Beginner 5y ago
8. Constraints: Search, Domain Reduction
RAG & Vector Search ⚡ AI Lesson
8. Constraints: Search, Domain Reduction
MIT OpenCourseWare Beginner 5y ago
What is Standard Deviation and Mean Absolute Deviation | Math, Statistics for data science, ML
RAG & Vector Search
What is Standard Deviation and Mean Absolute Deviation | Math, Statistics for data science, ML
codebasics Beginner 5y ago
Fix your VW/AUDI PCV for $35! (Golf, GTI, Jetta)
RAG & Vector Search ⚡ AI Lesson
Fix your VW/AUDI PCV for $35! (Golf, GTI, Jetta)
mk8Matt Beginner 5y ago
Average Position in Google Search Console
RAG & Vector Search
Average Position in Google Search Console
Google Search Central Intermediate 5y ago
Robert Breedlove: Philosophy of Bitcoin from First Principles | Lex Fridman Podcast #176
RAG & Vector Search
Robert Breedlove: Philosophy of Bitcoin from First Principles | Lex Fridman Podcast #176
Lex Fridman Beginner 5y ago
Get INSANE TURBO SOUNDS in your Mk6 GTI for CHEAP
RAG & Vector Search ⚡ AI Lesson
Get INSANE TURBO SOUNDS in your Mk6 GTI for CHEAP
mk8Matt Intermediate 5y ago
How Much Do Software Engineer Interns Make?
RAG & Vector Search
How Much Do Software Engineer Interns Make?
Tech With Tim Beginner 5y ago
Course conclusion
RAG & Vector Search
Course conclusion
MIT OpenCourseWare Intermediate 5y ago
Tips for Washing your Car on a BUDGET
RAG & Vector Search ⚡ AI Lesson
Tips for Washing your Car on a BUDGET
mk8Matt Intermediate 5y ago
Best Budget VW Mk6 GTI Mods UNDER $100!
RAG & Vector Search ⚡ AI Lesson
Best Budget VW Mk6 GTI Mods UNDER $100!
mk8Matt Intermediate 5y ago
Airborne disease transmission in a well-mixed room: Chapter 2 overview
RAG & Vector Search
Airborne disease transmission in a well-mixed room: Chapter 2 overview
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Vaccination and immunity
RAG & Vector Search ⚡ AI Lesson
Safety guideline for COVID-19: Vaccination and immunity
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Reopening schools or businesses
RAG & Vector Search
Safety guideline for COVID-19: Reopening schools or businesses
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Case studies
RAG & Vector Search
Safety guideline for COVID-19: Case studies
MIT OpenCourseWare Beginner 5y ago
Transfer of respiratory pathogens: Droplet formation
RAG & Vector Search ⚡ AI Lesson
Transfer of respiratory pathogens: Droplet formation
MIT OpenCourseWare Intermediate 5y ago
Beyond the well-mixed room: Airborne transmission indoors
RAG & Vector Search
Beyond the well-mixed room: Airborne transmission indoors
MIT OpenCourseWare Intermediate 5y ago
Beyond the well-mixed room: Forced convection
RAG & Vector Search ⚡ AI Lesson
Beyond the well-mixed room: Forced convection
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Indoor airborne spreading of COVID-19
RAG & Vector Search
Transfer of respiratory pathogens: Indoor airborne spreading of COVID-19
MIT OpenCourseWare Intermediate 5y ago
Beyond the well-mixed room: Aerosol transport
RAG & Vector Search ⚡ AI Lesson
Beyond the well-mixed room: Aerosol transport
MIT OpenCourseWare Intermediate 5y ago
Epidemiological models: Indoor disease spreading
RAG & Vector Search ⚡ AI Lesson
Epidemiological models: Indoor disease spreading
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Modes of transmission
RAG & Vector Search ⚡ AI Lesson
Transfer of respiratory pathogens: Modes of transmission
MIT OpenCourseWare Intermediate 5y ago
Airborne disease transmission in a well-mixed room: Respiration and ventilation
RAG & Vector Search
Airborne disease transmission in a well-mixed room: Respiration and ventilation
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Drop size–dependent infectivity (ASIDE)
RAG & Vector Search
Transfer of respiratory pathogens: Drop size–dependent infectivity (ASIDE)
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Escape time of virions
RAG & Vector Search
Transfer of respiratory pathogens: Escape time of virions
MIT OpenCourseWare Intermediate 5y ago
Safety guideline for COVID-19: Role of prevalence of infection
RAG & Vector Search
Safety guideline for COVID-19: Role of prevalence of infection
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Cumulative exposure time
RAG & Vector Search
Safety guideline for COVID-19: Cumulative exposure time
MIT OpenCourseWare Beginner 5y ago
Transfer of respiratory pathogens: Equilibrium size of respiratory aerosols
RAG & Vector Search ⚡ AI Lesson
Transfer of respiratory pathogens: Equilibrium size of respiratory aerosols
MIT OpenCourseWare Intermediate 5y ago
Epidemiological models: Incubation-enhanced spreading
RAG & Vector Search
Epidemiological models: Incubation-enhanced spreading
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Bacteria
RAG & Vector Search
Transfer of respiratory pathogens: Bacteria
MIT OpenCourseWare Intermediate 5y ago
Beyond the well-mixed room: Ventilation
RAG & Vector Search
Beyond the well-mixed room: Ventilation
MIT OpenCourseWare Intermediate 5y ago
Course overview of physics of COVID-19 transmission
RAG & Vector Search
Course overview of physics of COVID-19 transmission
MIT OpenCourseWare Beginner 5y ago
Epidemiological models: Chapter 3 overview
RAG & Vector Search ⚡ AI Lesson
Epidemiological models: Chapter 3 overview
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Chapter 4 overview
RAG & Vector Search ⚡ AI Lesson
Safety guideline for COVID-19: Chapter 4 overview
MIT OpenCourseWare Beginner 5y ago
Transfer of respiratory pathogens: Chapter 1 overview
RAG & Vector Search
Transfer of respiratory pathogens: Chapter 1 overview
MIT OpenCourseWare Beginner 5y ago
Beyond the well-mixed room: Chapter 5 overview
RAG & Vector Search ⚡ AI Lesson
Beyond the well-mixed room: Chapter 5 overview
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Transient transmission rate
RAG & Vector Search ⚡ AI Lesson
Safety guideline for COVID-19: Transient transmission rate
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Transient aerosol buildup
RAG & Vector Search
Safety guideline for COVID-19: Transient aerosol buildup
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Risk scenarios
RAG & Vector Search
Safety guideline for COVID-19: Risk scenarios
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Transmission rate
RAG & Vector Search
Safety guideline for COVID-19: Transmission rate
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Safety guideline as a simple formula
RAG & Vector Search
Safety guideline for COVID-19: Safety guideline as a simple formula
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Steady transmission rate
RAG & Vector Search
Safety guideline for COVID-19: Steady transmission rate
MIT OpenCourseWare Beginner 5y ago
Safety guideline for COVID-19: Analysis of superspreading events
RAG & Vector Search
Safety guideline for COVID-19: Analysis of superspreading events
MIT OpenCourseWare Beginner 5y ago
Airborne disease transmission in a well-mixed room: Airborne transmission rate
RAG & Vector Search
Airborne disease transmission in a well-mixed room: Airborne transmission rate
MIT OpenCourseWare Intermediate 5y ago
Beyond the well-mixed room: Social distancing
RAG & Vector Search ⚡ AI Lesson
Beyond the well-mixed room: Social distancing
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Aerosolized pathogen deactivation
RAG & Vector Search
Transfer of respiratory pathogens: Aerosolized pathogen deactivation
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Wells curve derivation (ASIDE)
RAG & Vector Search ⚡ AI Lesson
Transfer of respiratory pathogens: Wells curve derivation (ASIDE)
MIT OpenCourseWare Intermediate 5y ago
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