Core AI

RAG & Vector Search

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

3955
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
Hitting OpenAI and Other Vendor APIs (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 1)
RAG & Vector Search
Hitting OpenAI and Other Vendor APIs (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 1)
Outerbounds Beginner 2y ago
Working with OSS LLMs (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 2)
RAG & Vector Search
Working with OSS LLMs (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 2)
Outerbounds Beginner 2y ago
【HITMAN 3】 I will time travel if I have to, I'm getting this punkin suit
RAG & Vector Search
【HITMAN 3】 I will time travel if I have to, I'm getting this punkin suit
Ceres Fauna Ch. hololive-EN Beginner 2y ago
BERT: How to construct input embeddings? #deeplearning #machinelearning
RAG & Vector Search
BERT: How to construct input embeddings? #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Sumegha Lazarus, SGM & Head - Content and Digital Learning, Reliance Industries Limited
RAG & Vector Search
Sumegha Lazarus, SGM & Head - Content and Digital Learning, Reliance Industries Limited
Coursera Beginner 2y ago
Dr. C. Jayakumar, EVP and Head of Corporate HR (CHRO), Larsen & Toubro
RAG & Vector Search
Dr. C. Jayakumar, EVP and Head of Corporate HR (CHRO), Larsen & Toubro
Coursera Beginner 2y ago
Quivr: LLM's Second Brain - Transforming Data Management & Advanced Query with AI! 🤯
RAG & Vector Search
Quivr: LLM's Second Brain - Transforming Data Management & Advanced Query with AI! 🤯
Mervin Praison Beginner 2y ago
【SLAY THE PRINCESS】 You have to slay the Very Normal princess. Do not believe her lies. :)
RAG & Vector Search
【SLAY THE PRINCESS】 You have to slay the Very Normal princess. Do not believe her lies. :)
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Kotlin & Android Development Course: Build a Quiz Application
RAG & Vector Search
Kotlin & Android Development Course: Build a Quiz Application
freeCodeCamp.org Beginner 2y ago
How to Breakthrough to Wealth with Dean Graziosi’s Millionaire Mindset!
RAG & Vector Search
How to Breakthrough to Wealth with Dean Graziosi’s Millionaire Mindset!
Evan Carmichael Beginner 2y ago
An impossible journey into self-hosting | The Vergecast
RAG & Vector Search
An impossible journey into self-hosting | The Vergecast
The Verge Beginner 2y ago
The Revolution of Semantic SEO: Indexing Passages for Questions #searchengineoptimization #seo
RAG & Vector Search
The Revolution of Semantic SEO: Indexing Passages for Questions #searchengineoptimization #seo
Koray Tuğberk GÜBÜR Beginner 2y ago
How to Unlock Unstoppable Comebacks | The WRONG Way to Handle Setbacks
RAG & Vector Search
How to Unlock Unstoppable Comebacks | The WRONG Way to Handle Setbacks
Evan Carmichael Beginner 2y ago
LangChain Multi-Query Retriever for RAG
RAG & Vector Search
LangChain Multi-Query Retriever for RAG
James Briggs Beginner 2y ago
RAG Implementation using Zephyr 7B Beta LLM: Is this the best 7B LLM?
RAG & Vector Search
RAG Implementation using Zephyr 7B Beta LLM: Is this the best 7B LLM?
AI Anytime Beginner 2y ago
LLM Project | End to End Gen AI Project Using LangChain, Google Palm In Ed-Tech Industry
RAG & Vector Search
LLM Project | End to End Gen AI Project Using LangChain, Google Palm In Ed-Tech Industry
codebasics Beginner 2y ago
HTML vs DOM? Let’s debug them #DevToolsTips
RAG & Vector Search
HTML vs DOM? Let’s debug them #DevToolsTips
Chrome for Developers Beginner 2y ago
Advanced RAG 05 - HyDE - Hypothetical Document Embeddings
RAG & Vector Search
Advanced RAG 05 - HyDE - Hypothetical Document Embeddings
Sam Witteveen Beginner 2y ago
PyTorch Korea User Group: The Beginning, Present, and Future - Junghwan Park
RAG & Vector Search
PyTorch Korea User Group: The Beginning, Present, and Future - Junghwan Park
PyTorch Beginner 2y ago
Lightning Talk: The Fastest Path to Production: PyTorch Inference in Python - Mark Saroufim, Meta
RAG & Vector Search
Lightning Talk: The Fastest Path to Production: PyTorch Inference in Python - Mark Saroufim, Meta
PyTorch Beginner 2y ago
Better RAG with Merger Retriever (LOTR) and Re-ranking Retriever (Long Context Reorder)
RAG & Vector Search
Better RAG with Merger Retriever (LOTR) and Re-ranking Retriever (Long Context Reorder)
AI Anytime Beginner 2y ago
How to use LangChain for RAG over audio files
RAG & Vector Search
How to use LangChain for RAG over audio files
AssemblyAI Beginner 2y ago
Polina Marinova Pompliano: Going all In on  The Profile - EP 109
RAG & Vector Search
Polina Marinova Pompliano: Going all In on The Profile - EP 109
Copyblogger Beginner 2y ago
Webflow Masterclass 4.0: Learn the newest features by building projects
RAG & Vector Search
Webflow Masterclass 4.0: Learn the newest features by building projects
Flux Academy Beginner 2y ago
Supplemental Video: Ternary Phase Diagram and Ouzo Demo
RAG & Vector Search
Supplemental Video: Ternary Phase Diagram and Ouzo Demo
MIT OpenCourseWare Beginner 2y ago
Lecture 18: Case Study in Reacting Gas Mixtures - Introducing the Nernst Equation
RAG & Vector Search
Lecture 18: Case Study in Reacting Gas Mixtures - Introducing the Nernst Equation
MIT OpenCourseWare Beginner 2y ago
SAP partners with Google Cloud to optimize cost and build for AI
RAG & Vector Search
SAP partners with Google Cloud to optimize cost and build for AI
Google Cloud Beginner 2y ago
Why is THIS the PERFECT Landing Page?
RAG & Vector Search
Why is THIS the PERFECT Landing Page?
Wes McDowell Beginner 2y ago
Better Relevancy with RAG (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 3)
RAG & Vector Search
Better Relevancy with RAG (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 3)
Outerbounds Beginner 2y ago
Building Live Production Systems with RAG (LLMs & RAG: An Interactive Guided Tour Part 4)
RAG & Vector Search
Building Live Production Systems with RAG (LLMs & RAG: An Interactive Guided Tour Part 4)
Outerbounds Beginner 2y ago
A Custom Fine-Tuned LLM in Action (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 5)
RAG & Vector Search
A Custom Fine-Tuned LLM in Action (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 5)
Outerbounds Beginner 2y ago
【World of Horror】 Trying out the FULL RELEASE of this addictive horror roguelite!
RAG & Vector Search
【World of Horror】 Trying out the FULL RELEASE of this addictive horror roguelite!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Lightning Talk: Profiling and Memory Debugging Tools for Distributed ML Workloads on GPUs- Aaron Shi
RAG & Vector Search
Lightning Talk: Profiling and Memory Debugging Tools for Distributed ML Workloads on GPUs- Aaron Shi
PyTorch Beginner 2y ago
Lecture 27: Introduction to Statistical Thermodynamics
RAG & Vector Search
Lecture 27: Introduction to Statistical Thermodynamics
MIT OpenCourseWare Beginner 2y ago
Lecture 10: Introduction to Unary Phase Transformations
RAG & Vector Search
Lecture 10: Introduction to Unary Phase Transformations
MIT OpenCourseWare Beginner 2y ago
Lecture 15: Introduction to Solutions, General Case
RAG & Vector Search
Lecture 15: Introduction to Solutions, General Case
MIT OpenCourseWare Beginner 2y ago
Lecture 19: Regular Solution Models and Stability
RAG & Vector Search
Lecture 19: Regular Solution Models and Stability
MIT OpenCourseWare Beginner 2y ago
Lecture 13: Introduction to Ideal (Gas) Mixtures
RAG & Vector Search
Lecture 13: Introduction to Ideal (Gas) Mixtures
MIT OpenCourseWare Beginner 2y ago
Lecture 3: Process Variables and the First Law
RAG & Vector Search
Lecture 3: Process Variables and the First Law
MIT OpenCourseWare Beginner 2y ago
【Super Mario Bros. Wonder】 I heard this game has elephants
RAG & Vector Search
【Super Mario Bros. Wonder】 I heard this game has elephants
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Lec14: Communication and Meerkats of the Kalahari Desert, part 1
RAG & Vector Search
Lec14: Communication and Meerkats of the Kalahari Desert, part 1
MIT OpenCourseWare Beginner 2y ago
Lec9: Lorenz on fundamental ethology, part 1
RAG & Vector Search
Lec9: Lorenz on fundamental ethology, part 1
MIT OpenCourseWare Beginner 2y ago
Lec29: Konrad Lorenz on learning, part 2
RAG & Vector Search
Lec29: Konrad Lorenz on learning, part 2
MIT OpenCourseWare Beginner 2y ago
Lec2: Introduction to ethology
RAG & Vector Search
Lec2: Introduction to ethology
MIT OpenCourseWare Beginner 2y ago
Lec28: Triumph of sociobiology and learning
RAG & Vector Search
Lec28: Triumph of sociobiology and learning
MIT OpenCourseWare Beginner 2y ago
Lec1: Introduction to animal behavior and how it is studied
RAG & Vector Search
Lec1: Introduction to animal behavior and how it is studied
MIT OpenCourseWare Beginner 2y ago
Lec30: Konrad Lorenz on learning, part 3
RAG & Vector Search
Lec30: Konrad Lorenz on learning, part 3
MIT OpenCourseWare Beginner 2y ago
【World of Horror】 Junji Ito inspired horror roguelite crafted with love and terror
RAG & Vector Search
【World of Horror】 Junji Ito inspired horror roguelite crafted with love and terror
Ceres Fauna Ch. hololive-EN Beginner 2y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Promoting Accessible Workplaces with Assistive Technology
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Promoting Accessible Workplaces with Assistive Technology
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Climate Solutions
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Capstone : Application de la gestion de projets dans le monde réel
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Self-paced
Capstone : Application de la gestion de projets dans le monde réel
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Create Personas to Represent Targeted Users in Miro
📚 Coursera Course ↗
Self-paced
Create Personas to Represent Targeted Users in Miro
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How to Get Into Cloud Computing
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How to Get Into Cloud Computing
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Retrieval Optimization: Tokenization to Vector Quantization
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Retrieval Optimization: Tokenization to Vector Quantization
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