Core AI

RAG & Vector Search

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

5,069
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
9.2 Energy Conservation
RAG & Vector Search
9.2 Energy Conservation
MIT OpenCourseWare Beginner 4y ago
2.2 Galilean Transformation
RAG & Vector Search
2.2 Galilean Transformation
MIT OpenCourseWare Beginner 4y ago
Avoiding import loops in Python
RAG & Vector Search
Avoiding import loops in Python
mCoding Beginner 4y ago
All You Need to Know on Multilingual Sentence Vectors (1 Model, 50+ Languages)
RAG & Vector Search
All You Need to Know on Multilingual Sentence Vectors (1 Model, 50+ Languages)
James Briggs Intermediate 4y ago
Should YOU Start Paying For Links? (...Here's Why) (Ep. 270)
RAG & Vector Search
Should YOU Start Paying For Links? (...Here's Why) (Ep. 270)
Authority Hacker Podcast Beginner 4y ago
Creating and Manipulating PDFs in Python With borb | Real Python Podcast #84
RAG & Vector Search ⚡ AI Lesson
Creating and Manipulating PDFs in Python With borb | Real Python Podcast #84
Real Python Beginner 4y ago
Hybrid Search Walkthrough in Pinecone
RAG & Vector Search ⚡ AI Lesson
Hybrid Search Walkthrough in Pinecone
James Briggs Beginner 4y ago
Vector Search Breakdown // Dave Bergstein // Coffee #52 short clip
RAG & Vector Search
Vector Search Breakdown // Dave Bergstein // Coffee #52 short clip
MLOps.community Beginner 4y ago
8 Ways to Unlock Inventory Management and Stock Tracking
RAG & Vector Search ⚡ AI Lesson
8 Ways to Unlock Inventory Management and Stock Tracking
Learn With Shopify Beginner 4y ago
Developing Real-Time Collaborative Apps with Azure, Microsoft 365, Power Platform, and GitHub
RAG & Vector Search ⚡ AI Lesson
Developing Real-Time Collaborative Apps with Azure, Microsoft 365, Power Platform, and GitHub
Microsoft 365 Developer Beginner 4y ago
Which Python @dataclass is best? Feat. Pydantic, NamedTuple, attrs...
RAG & Vector Search
Which Python @dataclass is best? Feat. Pydantic, NamedTuple, attrs...
mCoding Beginner 4y ago
Learn how to develop real-time collaborative apps with Azure, Microsoft 365, Power Platform & GitHub
RAG & Vector Search
Learn how to develop real-time collaborative apps with Azure, Microsoft 365, Power Platform & GitHub
Microsoft 365 Developer Beginner 4y ago
Richard Wrangham: Violence, Sex, and Fire in Human Evolution | Lex Fridman Podcast #229
RAG & Vector Search
Richard Wrangham: Violence, Sex, and Fire in Human Evolution | Lex Fridman Podcast #229
Lex Fridman Beginner 4y ago
The Optimization TRAP: When SEO Actually HURTS Your Traffic
RAG & Vector Search
The Optimization TRAP: When SEO Actually HURTS Your Traffic
Neil Patel Beginner 4y ago
3.1 Light
RAG & Vector Search
3.1 Light
MIT OpenCourseWare Beginner 4y ago
4.5 Lorentz Transformation
RAG & Vector Search
4.5 Lorentz Transformation
MIT OpenCourseWare Beginner 4y ago
12.2 Time Dilation Effect on Earth
RAG & Vector Search
12.2 Time Dilation Effect on Earth
MIT OpenCourseWare Beginner 4y ago
6.2 Twin Paradox
RAG & Vector Search ⚡ AI Lesson
6.2 Twin Paradox
MIT OpenCourseWare Beginner 4y ago
Relevance of a transitional justice framework to address Belgium’s colonial past
RAG & Vector Search
Relevance of a transitional justice framework to address Belgium’s colonial past
MIT OpenCourseWare Intermediate 4y ago
1. Introduction to the Human Brain
RAG & Vector Search
1. Introduction to the Human Brain
MIT OpenCourseWare Beginner 4y ago
13. Number
RAG & Vector Search ⚡ AI Lesson
13. Number
MIT OpenCourseWare Intermediate 4y ago
20. Theory of Mind & Mentalizing
RAG & Vector Search
20. Theory of Mind & Mentalizing
MIT OpenCourseWare Intermediate 4y ago
4. Cognitive Neuroscience Methods I
RAG & Vector Search ⚡ AI Lesson
4. Cognitive Neuroscience Methods I
MIT OpenCourseWare Beginner 4y ago
21. Brain Networks
RAG & Vector Search ⚡ AI Lesson
21. Brain Networks
MIT OpenCourseWare Intermediate 4y ago
18. Language I
RAG & Vector Search
18. Language I
MIT OpenCourseWare Intermediate 4y ago
5. Cognitive Neuroscience Methods II
RAG & Vector Search
5. Cognitive Neuroscience Methods II
MIT OpenCourseWare Intermediate 4y ago
16. Music
RAG & Vector Search
16. Music
MIT OpenCourseWare Intermediate 4y ago
10. Development, Nature & Nurture I
RAG & Vector Search
10. Development, Nature & Nurture I
MIT OpenCourseWare Intermediate 4y ago
7. Category Selectivity, Controversies, and MVPA
RAG & Vector Search
7. Category Selectivity, Controversies, and MVPA
MIT OpenCourseWare Intermediate 4y ago
9. Navigation II
RAG & Vector Search ⚡ AI Lesson
9. Navigation II
MIT OpenCourseWare Intermediate 4y ago
11. Development, Nature & Nurture II (2018)
RAG & Vector Search ⚡ AI Lesson
11. Development, Nature & Nurture II (2018)
MIT OpenCourseWare Intermediate 4y ago
Fine-tune High Performance Sentence Transformers (with Multiple Negatives Ranking)
RAG & Vector Search ⚡ AI Lesson
Fine-tune High Performance Sentence Transformers (with Multiple Negatives Ranking)
James Briggs Beginner 4y ago
Intro to Dense Vectors for NLP and Vision
RAG & Vector Search
Intro to Dense Vectors for NLP and Vision
James Briggs Beginner 4y ago
HNSW for Vector Search Explained and Implemented with Faiss (Python)
RAG & Vector Search
HNSW for Vector Search Explained and Implemented with Faiss (Python)
James Briggs Beginner 4y ago
Lecture 1: Introduction and Overview I (14.13 Psychology and Economics, Spring 2020)
RAG & Vector Search ⚡ AI Lesson
Lecture 1: Introduction and Overview I (14.13 Psychology and Economics, Spring 2020)
MIT OpenCourseWare Beginner 4y ago
Lecture 5: Time Preferences (Applications) I
RAG & Vector Search
Lecture 5: Time Preferences (Applications) I
MIT OpenCourseWare Intermediate 4y ago
Lecture 7: Risk Preferences I
RAG & Vector Search
Lecture 7: Risk Preferences I
MIT OpenCourseWare Intermediate 4y ago
Lecture 9: Reference-Dependent Preferences
RAG & Vector Search ⚡ AI Lesson
Lecture 9: Reference-Dependent Preferences
MIT OpenCourseWare Advanced 4y ago
Lecture 3: Time Preferences (Theory) I
RAG & Vector Search
Lecture 3: Time Preferences (Theory) I
MIT OpenCourseWare Advanced 4y ago
Lecture 4: Time Preferences (Theory) II
RAG & Vector Search ⚡ AI Lesson
Lecture 4: Time Preferences (Theory) II
MIT OpenCourseWare Advanced 4y ago
Lecture 21: Poverty through the Lens of Psychology
RAG & Vector Search ⚡ AI Lesson
Lecture 21: Poverty through the Lens of Psychology
MIT OpenCourseWare Beginner 4y ago
Lecture 15: Utility from Beliefs; Learning I
RAG & Vector Search
Lecture 15: Utility from Beliefs; Learning I
MIT OpenCourseWare Beginner 4y ago
Lecture 2: Introduction and Overview II
RAG & Vector Search
Lecture 2: Introduction and Overview II
MIT OpenCourseWare Beginner 4y ago
Lecture 16: Utility from Beliefs; Learning II
RAG & Vector Search ⚡ AI Lesson
Lecture 16: Utility from Beliefs; Learning II
MIT OpenCourseWare Beginner 4y ago
Lecture 19: Defaults, Nudges, and Frames
RAG & Vector Search ⚡ AI Lesson
Lecture 19: Defaults, Nudges, and Frames
MIT OpenCourseWare Intermediate 4y ago
Lecture 11: Social Preferences II
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Social Preferences II
MIT OpenCourseWare Intermediate 4y ago
Lecture 12: Social Preferences III
RAG & Vector Search
Lecture 12: Social Preferences III
MIT OpenCourseWare Intermediate 4y ago
Best Indexes for Similarity Search in Faiss
RAG & Vector Search
Best Indexes for Similarity Search in Faiss
James Briggs Beginner 4y ago
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Grasp Vector DB Basics
📚 External: Coursera ↗
Self-paced
Grasp Vector DB Basics
Opens on Coursera ↗
Optimize and Migrate Vectors
📚 External: Coursera ↗
Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Vector Search ve Yerleştirmeler
📚 External: Coursera ↗
Self-paced
Vector Search ve Yerleştirmeler
Opens on Coursera ↗
Multimodal RAG with GPT – Build Smarter Search & AI Systems
📚 External: Coursera ↗
Self-paced
Multimodal RAG with GPT – Build Smarter Search & AI Systems
Opens on Coursera ↗
Go Fundamentals: Presented by Gopher Guides
📚 External: Coursera ↗
Self-paced
Go Fundamentals: Presented by Gopher Guides
Opens on Coursera ↗
Vector Databases Deep Dive
📚 External: Coursera ↗
Self-paced
Vector Databases Deep Dive
Opens on Coursera ↗