Core AI

RAG & Vector Search

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

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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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Composite Indexes and the Faiss Index Factory
RAG & Vector Search
Composite Indexes and the Faiss Index Factory
James Briggs Beginner 4y ago
Why the US isn't ready for clean energy
RAG & Vector Search
Why the US isn't ready for clean energy
Vox Intermediate 4y ago
You can pip install directly from GitHub
RAG & Vector Search ⚡ AI Lesson
You can pip install directly from GitHub
mCoding Intermediate 4y ago
The Great Resignation: What Does It Mean for Developers?
RAG & Vector Search
The Great Resignation: What Does It Mean for Developers?
The New Stack Advanced 4y ago
Save Hours Of Work With These 5 Custom React Hooks
RAG & Vector Search
Save Hours Of Work With These 5 Custom React Hooks
Web Dev Simplified Beginner 4y ago
Problem Session 5
RAG & Vector Search
Problem Session 5
MIT OpenCourseWare Beginner 4y ago
SEO news: Why you should do the new Yoast SEO workout
RAG & Vector Search
SEO news: Why you should do the new Yoast SEO workout
Yoast Intermediate 4y ago
How modern search engines work – Vector databases explained! | Weaviate open-source
RAG & Vector Search ⚡ AI Lesson
How modern search engines work – Vector databases explained! | Weaviate open-source
AI Coffee Break with Letitia Beginner 4y ago
SEO news: Twitter is testing a newsletter subscription button
RAG & Vector Search
SEO news: Twitter is testing a newsletter subscription button
Yoast Intermediate 4y ago
Vector Similarity Search at Scale // Dave Bergstein // MLOps Coffee Sessions #52
RAG & Vector Search ⚡ AI Lesson
Vector Similarity Search at Scale // Dave Bergstein // MLOps Coffee Sessions #52
MLOps.community Beginner 4y ago
Chai Time Kaggle Talks with Shivam Gupta, Ayushman Buragohain & Nischay Dhankhar
RAG & Vector Search
Chai Time Kaggle Talks with Shivam Gupta, Ayushman Buragohain & Nischay Dhankhar
Weights & Biases Intermediate 4y ago
Solution Challenge Demo Day 2021 Project: Helppier
RAG & Vector Search
Solution Challenge Demo Day 2021 Project: Helppier
Google for Developers Intermediate 4y ago
Product Quantization for Vector Similarity Search (+ Python)
RAG & Vector Search ⚡ AI Lesson
Product Quantization for Vector Similarity Search (+ Python)
James Briggs Beginner 4y ago
Salary Negotiation Tips levels.fyi founder (Ex Linkedin, Amazon Engineer)
RAG & Vector Search ⚡ AI Lesson
Salary Negotiation Tips levels.fyi founder (Ex Linkedin, Amazon Engineer)
codebasics Beginner 4y ago
Jed Buchwald: Isaac Newton and the Philosophy of Science | Lex Fridman Podcast #214
RAG & Vector Search
Jed Buchwald: Isaac Newton and the Philosophy of Science | Lex Fridman Podcast #214
Lex Fridman Beginner 4y ago
Built-in intents for App Actions
RAG & Vector Search
Built-in intents for App Actions
Google for Developers Intermediate 4y ago
2021 Marketing 360 Design Reel
RAG & Vector Search
2021 Marketing 360 Design Reel
Marketing 360 Intermediate 4y ago
Lesson 10 Kanji
RAG & Vector Search
Lesson 10 Kanji
MIT OpenCourseWare Beginner 4y ago
5 Fun Ways to Customize a Generic Website Theme
RAG & Vector Search ⚡ AI Lesson
5 Fun Ways to Customize a Generic Website Theme
Wes McDowell Beginner 4y ago
Five Brilliant Brand Identities - August 2021
RAG & Vector Search
Five Brilliant Brand Identities - August 2021
Flux Academy Intermediate 4y ago
Tips Membersihkan (Trim dan Clean) Spasi dan Paragraf dalam Kolom Text di Power Query Editor
RAG & Vector Search
Tips Membersihkan (Trim dan Clean) Spasi dan Paragraf dalam Kolom Text di Power Query Editor
Iwan Gunawan Intermediate 4y ago
Python Speech Recognition in 5 Minutes
RAG & Vector Search
Python Speech Recognition in 5 Minutes
AssemblyAI Intermediate 4y ago
Daily SEO Fix: Prioritize Crawl Issues
RAG & Vector Search
Daily SEO Fix: Prioritize Crawl Issues
Moz Intermediate 4y ago
Why the "wolf turn" is such a big deal
RAG & Vector Search ⚡ AI Lesson
Why the "wolf turn" is such a big deal
Vox Beginner 4y ago
1000 Subscribers + Budget Mk6 GTI Update!
RAG & Vector Search ⚡ AI Lesson
1000 Subscribers + Budget Mk6 GTI Update!
mk8Matt Intermediate 4y ago
Python for Data Science - Conditions and Loops
RAG & Vector Search
Python for Data Science - Conditions and Loops
Nicholas Renotte Beginner 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 5y ago
How to Beat Your Competition in Blogging
RAG & Vector Search
How to Beat Your Competition in Blogging
Neil Patel Beginner 5y ago
You need a NAS RIGHT NOW!! (How I run my Hybrid-Cloud YouTube business)
RAG & Vector Search ⚡ AI Lesson
You need a NAS RIGHT NOW!! (How I run my Hybrid-Cloud YouTube business)
NetworkChuck Beginner 5y ago
SEO news: Automatic translations making YouTube videos accessible all over the world
RAG & Vector Search
SEO news: Automatic translations making YouTube videos accessible all over the world
Yoast Intermediate 4y ago
Faiss - Vector Compression with PQ and IVFPQ (in Python)
RAG & Vector Search
Faiss - Vector Compression with PQ and IVFPQ (in Python)
James Briggs Beginner 4y ago
IndexLSH for Fast Similarity Search in Faiss
RAG & Vector Search ⚡ AI Lesson
IndexLSH for Fast Similarity Search in Faiss
James Briggs Beginner 4y ago
How LSH Random Projection works in search (+Python)
RAG & Vector Search ⚡ AI Lesson
How LSH Random Projection works in search (+Python)
James Briggs Beginner 4y ago
Lesson 7 Kanji
RAG & Vector Search
Lesson 7 Kanji
MIT OpenCourseWare Beginner 4y ago
Lesson 9 Kanji
RAG & Vector Search
Lesson 9 Kanji
MIT OpenCourseWare Beginner 4y ago
Choosing Indexes for Similarity Search (Faiss in Python)
RAG & Vector Search ⚡ AI Lesson
Choosing Indexes for Similarity Search (Faiss in Python)
James Briggs Intermediate 4y ago
Angular App Setup With Material - Stoic Q&A #5
RAG & Vector Search
Angular App Setup With Material - Stoic Q&A #5
James Briggs Beginner 4y ago
19. Introduction Metabolism/Polysaccharides/Bioenergetics/Intro Pathways
RAG & Vector Search ⚡ AI Lesson
19. Introduction Metabolism/Polysaccharides/Bioenergetics/Intro Pathways
MIT OpenCourseWare Beginner 4y ago
20. Bioenergetics/Intro Pathways/Glycolysis I
RAG & Vector Search
20. Bioenergetics/Intro Pathways/Glycolysis I
MIT OpenCourseWare Beginner 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
Faiss - Introduction to Similarity Search
RAG & Vector Search
Faiss - Introduction to Similarity Search
James Briggs Beginner 4y ago
Best Carplay Radio & Backup Cam for Volkswagens!
RAG & Vector Search ⚡ AI Lesson
Best Carplay Radio & Backup Cam for Volkswagens!
mk8Matt Intermediate 5y ago
3 Vector-based Methods for Similarity Search (TF-IDF, BM25, SBERT)
RAG & Vector Search
3 Vector-based Methods for Similarity Search (TF-IDF, BM25, SBERT)
James Briggs Beginner 5y ago
L9.8 Nuclear Physics: Fusion
RAG & Vector Search ⚡ AI Lesson
L9.8 Nuclear Physics: Fusion
MIT OpenCourseWare Beginner 5y ago
L2.5 Symmetries: CP
RAG & Vector Search ⚡ AI Lesson
L2.5 Symmetries: CP
MIT OpenCourseWare Beginner 5y ago
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Embed Everything
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Self-paced
Embed Everything
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Crea embeddings, búsqueda de vectores y RAG con BigQuery
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Self-paced
Crea embeddings, búsqueda de vectores y RAG con BigQuery
Opens on Coursera ↗
Enable Vectorization in Weaviate
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Self-paced
Enable Vectorization in Weaviate
Opens on Coursera ↗
Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
📚 External: Coursera ↗
Self-paced
Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
Opens on Coursera ↗
Vector Search with Relational Databases using PostgreSQL
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Self-paced
Vector Search with Relational Databases using PostgreSQL
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Analyze and Apply Equity Market Fundamentals
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Self-paced
Analyze and Apply Equity Market Fundamentals
Opens on Coursera ↗