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
OpenAI Alternatives: Cohere Embed v3 and Open Source
RAG & Vector Search ⚡ AI Lesson
OpenAI Alternatives: Cohere Embed v3 and Open Source
James Briggs Beginner 2y ago
【DREDGE】 Put on your fishin' hats, the new Dredge DLC just dropped
RAG & Vector Search
【DREDGE】 Put on your fishin' hats, the new Dredge DLC just dropped
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Anne Simonds and Brian Gary - Introducing Muse
RAG & Vector Search ⚡ AI Lesson
Anne Simonds and Brian Gary - Introducing Muse
TensorFlow Beginner 2y ago
I Gave My Terrible Trading Bot $10,000 to Trade Stocks
RAG & Vector Search
I Gave My Terrible Trading Bot $10,000 to Trade Stocks
Coding with Lewis Beginner 2y ago
How to Convert Speech to Text in JavaScript using AssemblyAI's Node.js SDK
RAG & Vector Search
How to Convert Speech to Text in JavaScript using AssemblyAI's Node.js SDK
AssemblyAI Beginner 2y ago
【Backpack Battles】 Handsome Goobert isn't real. He can't hurt you.
RAG & Vector Search
【Backpack Battles】 Handsome Goobert isn't real. He can't hurt you.
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Thinking on ways to solve PICKLISTS
RAG & Vector Search
Thinking on ways to solve PICKLISTS
Chrome for Developers Beginner 2y ago
Model Blind Spot Discovery for Better Models // Pavol Bielik & David Garnitz // Mini Summit #2
RAG & Vector Search
Model Blind Spot Discovery for Better Models // Pavol Bielik & David Garnitz // Mini Summit #2
MLOps.community Beginner 2y ago
OpenAI GPTs + Knowledge 🤯 How to Index, Embed & add Large files? INSANE!! 🚀(Full Tutorial)
RAG & Vector Search ⚡ AI Lesson
OpenAI GPTs + Knowledge 🤯 How to Index, Embed & add Large files? INSANE!! 🚀(Full Tutorial)
Mervin Praison Beginner 2y ago
OpenAI Assistants API + Retrieval 🧠 INSANE! 🤯 How to Index, Embed & Store? (Step-by-Step Tutorial) 🚀
RAG & Vector Search ⚡ AI Lesson
OpenAI Assistants API + Retrieval 🧠 INSANE! 🤯 How to Index, Embed & Store? (Step-by-Step Tutorial) 🚀
Mervin Praison Beginner 2y ago
NEW RAG Framework: Canopy
RAG & Vector Search
NEW RAG Framework: Canopy
James Briggs Beginner 2y ago
CS50 Fall 2023 - Lecture 8 - HTML, CSS, JavaScript (live, unedited)
RAG & Vector Search
CS50 Fall 2023 - Lecture 8 - HTML, CSS, JavaScript (live, unedited)
CS50 Beginner 2y ago
Building RAG-based LLM Applications for Production // Philipp Moritz & Yifei Feng // LLMs III Talk
RAG & Vector Search
Building RAG-based LLM Applications for Production // Philipp Moritz & Yifei Feng // LLMs III Talk
MLOps.community Beginner 2y ago
Beat Ai with This ONE Skill
RAG & Vector Search ⚡ AI Lesson
Beat Ai with This ONE Skill
The Futur Beginner 2y ago
Actually, you CAN divide by zero.
RAG & Vector Search ⚡ AI Lesson
Actually, you CAN divide by zero.
mCoding Beginner 2y ago
LLMs in Practice: A Guide to Recent Trends and Techniques
RAG & Vector Search ⚡ AI Lesson
LLMs in Practice: A Guide to Recent Trends and Techniques
Outerbounds Beginner 2y ago
Production Systems with Generative AI (LLMs, RAG, & Fine-Tuning: An Interactive Guided Tour Part 0)
RAG & Vector Search ⚡ AI Lesson
Production Systems with Generative AI (LLMs, RAG, & Fine-Tuning: An Interactive Guided Tour Part 0)
Outerbounds Beginner 2y ago
BERT: How to construct input embeddings? #deeplearning #machinelearning
RAG & Vector Search ⚡ AI Lesson
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
Kotlin & Android Development Course: Build a Quiz Application
RAG & Vector Search ⚡ AI Lesson
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
RAG Implementation using Zephyr 7B Beta LLM: Is this the best 7B LLM?
RAG & Vector Search ⚡ AI Lesson
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 ⚡ AI Lesson
HTML vs DOM? Let’s debug them #DevToolsTips
Chrome for Developers Beginner 2y ago
Advanced RAG 05 - HyDE - Hypothetical Document Embeddings
RAG & Vector Search ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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
【Backpack Battles】 Cute backpack organizing auto battler!
RAG & Vector Search
【Backpack Battles】 Cute backpack organizing auto battler!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【imomushi】 The Newest Fruit Based Rage Game
RAG & Vector Search ⚡ AI Lesson
【imomushi】 The Newest Fruit Based Rage Game
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【The Stanley Parable: Ultra Deluxe】 Kirin plays this classic mind bending game for the first time
RAG & Vector Search
【The Stanley Parable: Ultra Deluxe】 Kirin plays this classic mind bending game for the first time
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Headbangers: Rhythm Royale】 Rhythm Heaven meets Fall Guys meets Pigeons
RAG & Vector Search
【Headbangers: Rhythm Royale】 Rhythm Heaven meets Fall Guys meets Pigeons
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Superchat Catchup】 I can't read there's too many elephants in the way
RAG & Vector Search ⚡ AI Lesson
【Superchat Catchup】 I can't read there's too many elephants in the way
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Hitting OpenAI and Other Vendor APIs (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 1)
RAG & Vector Search ⚡ AI Lesson
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 ⚡ AI Lesson
Working with OSS LLMs (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 2)
Outerbounds Beginner 2y ago
Better Relevancy with RAG (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 3)
RAG & Vector Search ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
A Custom Fine-Tuned LLM in Action (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 5)
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
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 ⚡ AI Lesson
【SLAY THE PRINCESS】 You have to slay the Very Normal princess. Do not believe her lies. :)
Ceres Fauna Ch. hololive-EN 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
LangChain Multi-Query Retriever for RAG
RAG & Vector Search
LangChain Multi-Query Retriever for RAG
James Briggs 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
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