Core AI

RAG & Vector Search

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

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Chunk documents with LangChain or LlamaIndex

Set up Pinecone, Weaviate, or pgvector

Run RAGAS evaluation on a RAG pipeline

Build a hybrid BM25 + dense retrieval pipeline

Videos 3,467 Reads 1,590

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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

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 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

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

Best Indexes for Similarity Search in Faiss

RAG & Vector Search

Best Indexes for Similarity Search in Faiss

James Briggs Beginner 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

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

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

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

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

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

Python for Data Science - Conditions and Loops

RAG & Vector Search

Python for Data Science - Conditions and Loops

Nicholas Renotte Beginner 4y 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

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

Composite Indexes and the Faiss Index Factory

RAG & Vector Search

Composite Indexes and the Faiss Index Factory

James Briggs Beginner 4y ago

Problem Session 5

RAG & Vector Search

Problem Session 5

MIT OpenCourseWare Beginner 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

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 10 Kanji

RAG & Vector Search

Lesson 10 Kanji

MIT OpenCourseWare Beginner 4y ago

RAG & Vector Search

MIT OpenCourseWare Beginner 4y ago

RAG & Vector Search

MIT OpenCourseWare Beginner 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

Faiss - Introduction to Similarity Search

RAG & Vector Search

Faiss - Introduction to Similarity Search

James Briggs Beginner 4y 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

L0.6 Introduction to Nuclear and Particle Physics: Particles

RAG & Vector Search ⚡ AI Lesson

L0.6 Introduction to Nuclear and Particle Physics: Particles

MIT OpenCourseWare Beginner 5y ago

L0.7 Introduction to Nuclear and Particle Physics: Units

RAG & Vector Search

L0.7 Introduction to Nuclear and Particle Physics: Units

MIT OpenCourseWare Beginner 5y ago

L1.3 Fermions, Bosons, and Fields: Ranges of Forces

RAG & Vector Search

L1.3 Fermions, Bosons, and Fields: Ranges of Forces

MIT OpenCourseWare Beginner 5y ago

L5.6 QCD: Hadron Collider

RAG & Vector Search

L5.6 QCD: Hadron Collider

MIT OpenCourseWare Beginner 5y ago

L5.2 QCD: Elastic Electron-Positron Scattering

RAG & Vector Search

L5.2 QCD: Elastic Electron-Positron Scattering

MIT OpenCourseWare Beginner 5y ago

L4.9 QED: Renormalization and Higher-Order QED Diagrams

RAG & Vector Search

L4.9 QED: Renormalization and Higher-Order QED Diagrams

MIT OpenCourseWare Beginner 5y ago

L0.4 Introduction to Nuclear and Particle Physics: Literature

RAG & Vector Search

L0.4 Introduction to Nuclear and Particle Physics: Literature

MIT OpenCourseWare Beginner 5y ago

L9.6 Nuclear Physics: Gamma Decay

RAG & Vector Search

L9.6 Nuclear Physics: Gamma Decay

MIT OpenCourseWare Beginner 5y ago

L9.7 Nuclear Physics: Fission

RAG & Vector Search

L9.7 Nuclear Physics: Fission

MIT OpenCourseWare Beginner 5y ago

L10.4 Instrumentation: Accelerators

RAG & Vector Search

L10.4 Instrumentation: Accelerators

MIT OpenCourseWare Beginner 5y ago

L10.2 Instrumentation: Tracking Detectors

RAG & Vector Search

L10.2 Instrumentation: Tracking Detectors

MIT OpenCourseWare Beginner 5y ago

L8.2 Neutrino Physics: Mass

RAG & Vector Search

L8.2 Neutrino Physics: Mass

MIT OpenCourseWare Beginner 5y ago

L7.1 Higgs Physics: Higgs Mechanism

RAG & Vector Search ⚡ AI Lesson

L7.1 Higgs Physics: Higgs Mechanism

MIT OpenCourseWare Beginner 5y ago

📚 Continue on Coursera External links · Free to audit

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HelixDB From Zero

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Advance Multi-Agent Systems & Production AI with LangSmith

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Advance Multi-Agent Systems & Production AI with LangSmith

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Advanced Retrieval for AI with Chroma

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Advanced Retrieval for AI with Chroma

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Introduction to DevSecOps

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Introduction to DevSecOps

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Protect and Grow Your Freelancing Business

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Vector Database Foundations and Core Concepts

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Vector Database Foundations and Core Concepts

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Das liebe Geld - Finance im Alltag

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Das liebe Geld - Finance im Alltag

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Chroma Database Mastery

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Chroma Database Mastery

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Employment Law: The Gig Economy

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Employment Law: The Gig Economy

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Python for OOP - The A to Z OOP Python Programming Course

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Python for OOP - The A to Z OOP Python Programming Course

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Applied Generative AI & NLP with Python

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Applied Generative AI & NLP with Python

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Build Chroma Search

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Build Chroma Search

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Query Weaviate Smartly

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Query Weaviate Smartly

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RAG-Driven Generative AI

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RAG-Driven Generative AI

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Retrieval Augmented Generation (RAG)

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Retrieval Augmented Generation (RAG)

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Launching Your Vector Database Career

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Launching Your Vector Database Career

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Optimize and Migrate Vectors

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Optimize and Migrate Vectors

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Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API

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