Core AI

RAG & Vector Search

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

5,283
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 5,118 Reads 165
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What tennis pros look at when they pick a ball
RAG & Vector Search
What tennis pros look at when they pick a ball
Vox Intermediate 4y ago
Why so many Covid-19 variants are showing up now
RAG & Vector Search
Why so many Covid-19 variants are showing up now
Vox Intermediate 4y ago
Get Ahead in the Cloud: Accelerate Cloud Transformation with Partner Software and Services
RAG & Vector Search ⚡ AI Lesson
Get Ahead in the Cloud: Accelerate Cloud Transformation with Partner Software and Services
AWS Developers Intermediate 4y ago
Nexgen Follow Up - Still a SCAM?
RAG & Vector Search ⚡ AI Lesson
Nexgen Follow Up - Still a SCAM?
mk8Matt Intermediate 4y ago
How HackerRank Helped Manulife Save $200k+ By Bringing Developers Careers to Life
RAG & Vector Search
How HackerRank Helped Manulife Save $200k+ By Bringing Developers Careers to Life
HackerRank Intermediate 4y ago
Facebook Custom Metrics
RAG & Vector Search
Facebook Custom Metrics
Paid Media Pros Intermediate 4y ago
2. The Ferrocene Lecture
RAG & Vector Search ⚡ AI Lesson
2. The Ferrocene Lecture
MIT OpenCourseWare Intermediate 4y ago
10. Fischer Esterification Part 1
RAG & Vector Search ⚡ AI Lesson
10. Fischer Esterification Part 1
MIT OpenCourseWare Intermediate 4y ago
How to Keep your GTI Running FOREVER - Reliability Mods & Tips!
RAG & Vector Search ⚡ AI Lesson
How to Keep your GTI Running FOREVER - Reliability Mods & Tips!
mk8Matt Intermediate 5y ago
New frontier for global growth
RAG & Vector Search
New frontier for global growth
Saïd Business School, University of Oxford Intermediate 5y 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 5y 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 5y ago
Another worldwide Microsoft outage April/27/2021
RAG & Vector Search ⚡ AI Lesson
Another worldwide Microsoft outage April/27/2021
Hussein Nasser Intermediate 5y ago
Average Position in Google Search Console
RAG & Vector Search
Average Position in Google Search Console
Google Search Central Intermediate 5y ago
7. Ellen Swallow Richards, Part 3
RAG & Vector Search
7. Ellen Swallow Richards, Part 3
MIT OpenCourseWare Intermediate 4y ago
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 ⚡ AI Lesson
15. NMR Spectroscopy Esterification Lecture Part 3
MIT OpenCourseWare Intermediate 4y 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 ⚡ AI Lesson
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
Stage 2 Mk6 GTI Walkaround & Mod List
RAG & Vector Search ⚡ AI Lesson
Stage 2 Mk6 GTI Walkaround & Mod List
mk8Matt Intermediate 5y ago
Is Nexgen Ceramic Spray a SCAM?
RAG & Vector Search ⚡ AI Lesson
Is Nexgen Ceramic Spray a SCAM?
mk8Matt Intermediate 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
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
Course conclusion
RAG & Vector Search
Course conclusion
MIT OpenCourseWare Intermediate 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
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
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
Airborne disease transmission in a well-mixed room: Sedimentation and deactivation
RAG & Vector Search
Airborne disease transmission in a well-mixed room: Sedimentation and deactivation
MIT OpenCourseWare Intermediate 5y ago
Beyond the well-mixed room: Short-range transmission
RAG & Vector Search ⚡ AI Lesson
Beyond the well-mixed room: Short-range transmission
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Viral deactivation in aerosols (ASIDE)
RAG & Vector Search
Transfer of respiratory pathogens: Viral deactivation in aerosols (ASIDE)
MIT OpenCourseWare Intermediate 5y ago
Beyond the well-mixed room: Respiratory puffs and jets
RAG & Vector Search
Beyond the well-mixed room: Respiratory puffs and jets
MIT OpenCourseWare Intermediate 5y ago
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