Core AI

RAG & Vector Search

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

4,925
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
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1000 Subscribers + Budget Mk6 GTI Update!
RAG & Vector Search ⚡ AI Lesson
1000 Subscribers + Budget Mk6 GTI Update!
mk8Matt Intermediate 4y ago
21. Glycolysis II/Regulation
RAG & Vector Search
21. Glycolysis II/Regulation
MIT OpenCourseWare Intermediate 4y ago
27. Photosynthesis II/CO2 Assimilation
RAG & Vector Search ⚡ AI Lesson
27. Photosynthesis II/CO2 Assimilation
MIT OpenCourseWare Intermediate 4y ago
Spy Satellite Expert Explains How to Analyze Satellite Imagery | WIRED
RAG & Vector Search
Spy Satellite Expert Explains How to Analyze Satellite Imagery | WIRED
WIRED Intermediate 4y ago
Every Time I Crash, The Turbo PSI DOUBLES BeamNG with Wheel
RAG & Vector Search ⚡ AI Lesson
Every Time I Crash, The Turbo PSI DOUBLES BeamNG with Wheel
mk8Matt Intermediate 4y ago
Iconscout Plugins for Figma, PowerPoint
RAG & Vector Search
Iconscout Plugins for Figma, PowerPoint
IconScout 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 5y ago
Facebook Custom Metrics
RAG & Vector Search
Facebook Custom Metrics
Paid Media Pros 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
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
[April Fools 2021] Python 4.0! New old print, mandatory static typing, StackOverflow integration
RAG & Vector Search ⚡ AI Lesson
[April Fools 2021] Python 4.0! New old print, mandatory static typing, StackOverflow integration
mCoding Intermediate 5y ago
Organizing, Visualizing, [[Linking]] Family Ancestry In Obsidian
RAG & Vector Search
Organizing, Visualizing, [[Linking]] Family Ancestry In Obsidian
Bryan Jenks Intermediate 5y ago
Texas's power disaster is a warning sign for the US
RAG & Vector Search
Texas's power disaster is a warning sign for the US
Vox Intermediate 5y ago
Succeed on YouTube in 2021 - Make Money Even if You're an Average Joe
RAG & Vector Search
Succeed on YouTube in 2021 - Make Money Even if You're an Average Joe
Income School Intermediate 5y ago
Creating prosocial games
RAG & Vector Search
Creating prosocial games
Google for Developers Intermediate 5y ago
What Joe Biden won – and what he didn't
RAG & Vector Search
What Joe Biden won – and what he didn't
Vox Intermediate 5y ago
German / Google SEO Sprechstunden auf Deutsch vom 29. Oktober 2020
RAG & Vector Search
German / Google SEO Sprechstunden auf Deutsch vom 29. Oktober 2020
Google Search Central Intermediate 5y ago
Best Carplay Radio & Backup Cam for Volkswagens!
RAG & Vector Search ⚡ AI Lesson
Best Carplay Radio & Backup Cam for Volkswagens!
mk8Matt Intermediate 4y ago
Nexgen Follow Up - Still a SCAM?
RAG & Vector Search ⚡ AI Lesson
Nexgen Follow Up - Still a SCAM?
mk8Matt Intermediate 5y ago
10. Fischer Esterification Part 1
RAG & Vector Search ⚡ AI Lesson
10. Fischer Esterification Part 1
MIT OpenCourseWare Intermediate 5y 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 5y ago
9. Essential Oils Lecture Part 2
RAG & Vector Search
9. Essential Oils Lecture Part 2
MIT OpenCourseWare Intermediate 5y ago
Stage 2 Mk6 GTI Walkaround & Mod List
RAG & Vector Search ⚡ AI Lesson
Stage 2 Mk6 GTI Walkaround & Mod List
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
Course conclusion
RAG & Vector Search
Course conclusion
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: 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
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
Beyond the well-mixed room: Natural convection
RAG & Vector Search ⚡ AI Lesson
Beyond the well-mixed room: Natural convection
MIT OpenCourseWare Intermediate 5y ago
Airborne disease transmission in a well-mixed room: Drop-size distributions
RAG & Vector Search ⚡ AI Lesson
Airborne disease transmission in a well-mixed room: Drop-size distributions
MIT OpenCourseWare Intermediate 5y ago
Epidemiological models: Disease spreading in a population
RAG & Vector Search
Epidemiological models: Disease spreading in a population
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Viruses
RAG & Vector Search
Transfer of respiratory pathogens: Viruses
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Release of viral load from a drop (ASIDE)
RAG & Vector Search
Transfer of respiratory pathogens: Release of viral load from a drop (ASIDE)
MIT OpenCourseWare Intermediate 5y ago
Airborne disease transmission in a well-mixed room: Air filtration versus masks
RAG & Vector Search
Airborne disease transmission in a well-mixed room: Air filtration versus masks
MIT OpenCourseWare Intermediate 5y ago
Beyond the well-mixed room: Turbulent jets (ASIDE)
RAG & Vector Search
Beyond the well-mixed room: Turbulent jets (ASIDE)
MIT OpenCourseWare Intermediate 5y ago
Transfer of respiratory pathogens: Airborne droplets
RAG & Vector Search
Transfer of respiratory pathogens: Airborne droplets
MIT OpenCourseWare Intermediate 5y ago
Lowering the Budget Mk6 GTI
RAG & Vector Search ⚡ AI Lesson
Lowering the Budget Mk6 GTI
mk8Matt Intermediate 5y ago
📚 Continue on Coursera External links · Free to audit
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Integrate Embeddings and Chroma
📚 External: Coursera ↗
Self-paced
Integrate Embeddings and Chroma
Opens on Coursera ↗
Build Chroma Search
📚 External: Coursera ↗
Self-paced
Build Chroma Search
Opens on Coursera ↗
Query Weaviate Smartly
📚 External: Coursera ↗
Self-paced
Query Weaviate Smartly
Opens on Coursera ↗
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
📚 External: Coursera ↗
Self-paced
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
Opens on Coursera ↗
Learn GitHub Flavored Markdown
📚 External: Coursera ↗
Self-paced
Learn GitHub Flavored Markdown
Opens on Coursera ↗
Advance Multi-Agent Systems & Production AI with LangSmith
📚 External: Coursera ↗
Self-paced
Advance Multi-Agent Systems & Production AI with LangSmith
Opens on Coursera ↗