Core AI

RAG & Vector Search

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

5041
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
Level: All Beginner Intermediate Advanced
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6. Ellen Swallow Richards, Part 2
RAG & Vector Search
6. Ellen Swallow Richards, Part 2
MIT OpenCourseWare Intermediate 4y ago
15. NMR Spectroscopy Esterification Lecture Part 3
RAG & Vector Search
15. NMR Spectroscopy Esterification Lecture Part 3
MIT OpenCourseWare Intermediate 4y ago
How to Keep your GTI Running FOREVER - Reliability Mods & Tips!
RAG & Vector Search
How to Keep your GTI Running FOREVER - Reliability Mods & Tips!
mk8Matt Intermediate 4y ago
New frontier for global growth
RAG & Vector Search
New frontier for global growth
Saïd Business School, University of Oxford Intermediate 4y ago
DoorDash driver turned full-time developer
RAG & Vector Search
DoorDash driver turned full-time developer
Scrimba Beginner 4y ago
Stage 2 Mk6 GTI Walkaround & Mod List
RAG & Vector Search
Stage 2 Mk6 GTI Walkaround & Mod List
mk8Matt Intermediate 4y ago
The surprising reason behind Chinatown's aesthetic
RAG & Vector Search
The surprising reason behind Chinatown's aesthetic
Vox Beginner 4y ago
Sentence Similarity With Sentence-Transformers in Python
RAG & Vector Search
Sentence Similarity With Sentence-Transformers in Python
James Briggs Beginner 4y ago
How to Make a Booking Website with Wordpress: Perfect for ANY Service Business
RAG & Vector Search
How to Make a Booking Website with Wordpress: Perfect for ANY Service Business
Wes McDowell Beginner 4y ago
Is This The Best JavaScript Extension?
RAG & Vector Search
Is This The Best JavaScript Extension?
Web Dev Simplified Beginner 4y ago
How To Create Every 2021 Web Design Trend (Part 1)
RAG & Vector Search
How To Create Every 2021 Web Design Trend (Part 1)
Flux Academy Intermediate 4y ago
SEO news: A great guide to making the perfect product page for SEO
RAG & Vector Search
SEO news: A great guide to making the perfect product page for SEO
Yoast Beginner 4y ago
SEO news: The progress of full site editing in WordPress 5.8
RAG & Vector Search
SEO news: The progress of full site editing in WordPress 5.8
Yoast Intermediate 4y ago
Another worldwide Microsoft outage April/27/2021
RAG & Vector Search
Another worldwide Microsoft outage April/27/2021
Hussein Nasser Intermediate 4y ago
Virtual Machines Pt. 2 (Proxmox install w/ Kali Linux)
RAG & Vector Search
Virtual Machines Pt. 2 (Proxmox install w/ Kali Linux)
NetworkChuck Beginner 4y ago
Georges St-Pierre: The Science of Fighting | Lex Fridman Podcast #179
RAG & Vector Search
Georges St-Pierre: The Science of Fighting | Lex Fridman Podcast #179
Lex Fridman Beginner 4y 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 4y ago
Average Position in Google Search Console
RAG & Vector Search
Average Position in Google Search Console
Google Search Central Intermediate 4y 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 4y ago
How Much Do Software Engineer Interns Make?
RAG & Vector Search
How Much Do Software Engineer Interns Make?
Tech With Tim Beginner 5y ago
5. Ellen Swallow Richards, Part 1
RAG & Vector Search
5. Ellen Swallow Richards, Part 1
MIT OpenCourseWare Intermediate 4y ago
4. What's Significant in Laboratory Measurement? Error Analysis Lecture
RAG & Vector Search
4. What's Significant in Laboratory Measurement? Error Analysis Lecture
MIT OpenCourseWare Intermediate 4y ago
9. Essential Oils Lecture Part 2
RAG & Vector Search
9. Essential Oils Lecture Part 2
MIT OpenCourseWare Intermediate 4y ago
Is Nexgen Ceramic Spray a SCAM?
RAG & Vector Search
Is Nexgen Ceramic Spray a SCAM?
mk8Matt Intermediate 4y ago
8. Constraints: Search, Domain Reduction
RAG & Vector Search
8. Constraints: Search, Domain Reduction
MIT OpenCourseWare Beginner 4y ago
Fix your VW/AUDI PCV for $35! (Golf, GTI, Jetta)
RAG & Vector Search
Fix your VW/AUDI PCV for $35! (Golf, GTI, Jetta)
mk8Matt Beginner 4y ago
Get INSANE TURBO SOUNDS in your Mk6 GTI for CHEAP
RAG & Vector Search
Get INSANE TURBO SOUNDS in your Mk6 GTI for CHEAP
mk8Matt Intermediate 4y ago
Tips for Washing your Car on a BUDGET
RAG & Vector Search
Tips for Washing your Car on a BUDGET
mk8Matt Intermediate 4y ago
Best Budget VW Mk6 GTI Mods UNDER $100!
RAG & Vector Search
Best Budget VW Mk6 GTI Mods UNDER $100!
mk8Matt Intermediate 5y ago
Course conclusion
RAG & Vector Search
Course conclusion
MIT OpenCourseWare 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
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
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
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
Beyond the well-mixed room: Aerosol transport
MIT OpenCourseWare Intermediate 5y ago
Epidemiological models: Indoor disease spreading
RAG & Vector Search
Epidemiological models: Indoor disease spreading
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Modes of transmission
RAG & Vector Search
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
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
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