Core AI

RAG & Vector Search

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

4,925
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
【Tavern Master】 Tavern Management Simulator of My Dreams
RAG & Vector Search
【Tavern Master】 Tavern Management Simulator of My Dreams
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【DELTARUNE】 Did you know FAUNA is an anagram of NOELLE? | Chapter 2 FINALE
RAG & Vector Search
【DELTARUNE】 Did you know FAUNA is an anagram of NOELLE? | Chapter 2 FINALE
Ceres Fauna Ch. hololive-EN Beginner 2y ago
🔐 Deploy a PRIVATE Chroma vector database on Render.com | tutorial
RAG & Vector Search ⚡ AI Lesson
🔐 Deploy a PRIVATE Chroma vector database on Render.com | tutorial
Tim Carambat Beginner 2y ago
How to run a private Chroma Vector Database locally in 5 mins!
RAG & Vector Search
How to run a private Chroma Vector Database locally in 5 mins!
Tim Carambat Beginner 2y ago
Google Cloud LiftOff
RAG & Vector Search
Google Cloud LiftOff
Google Cloud Beginner 2y ago
Learn LangChain.js - Build LLM apps with JavaScript and OpenAI
RAG & Vector Search ⚡ AI Lesson
Learn LangChain.js - Build LLM apps with JavaScript and OpenAI
freeCodeCamp.org Beginner 2y ago
RAG + Langchain Python Project: Easy AI/Chat For Your Docs
RAG & Vector Search
RAG + Langchain Python Project: Easy AI/Chat For Your Docs
pixegami Beginner 2y ago
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
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
From Pints to Insights: Unveiling Semantic Search Power with Word Embeddings and Vector Databases
RAG & Vector Search
From Pints to Insights: Unveiling Semantic Search Power with Word Embeddings and Vector Databases
Lucidate Beginner 2y ago
NEW RAG Framework: Canopy
RAG & Vector Search
NEW RAG Framework: Canopy
James Briggs 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
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
Maximize SEO Impact with Semantic Search: One Template for Multiple Entities #seo
RAG & Vector Search
Maximize SEO Impact with Semantic Search: One Template for Multiple Entities #seo
Koray Tuğberk GÜBÜR 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
Advanced RAG 05 - HyDE - Hypothetical Document Embeddings
RAG & Vector Search ⚡ AI Lesson
Advanced RAG 05 - HyDE - Hypothetical Document Embeddings
Sam Witteveen 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
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
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
Lecture 10: Introduction to Unary Phase Transformations
RAG & Vector Search
Lecture 10: Introduction to Unary Phase Transformations
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
【DELTARUNE】 Did you know DELTARUNE is an anagram of UNDERTALE?
RAG & Vector Search ⚡ AI Lesson
【DELTARUNE】 Did you know DELTARUNE is an anagram of UNDERTALE?
Ceres Fauna Ch. hololive-EN 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
【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
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
【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
Lecture 3: Process Variables and the First Law
RAG & Vector Search
Lecture 3: Process Variables and the First Law
MIT OpenCourseWare Beginner 2y ago
📚 Continue on Coursera External links · Free to audit
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Master Retrieval-Augmented Generation (RAG) Systems
📚 External: Coursera ↗
Self-paced
Master Retrieval-Augmented Generation (RAG) Systems
Opens on Coursera ↗
Pesquisa vetorial e embeddings
📚 External: Coursera ↗
Self-paced
Pesquisa vetorial e embeddings
Opens on Coursera ↗
Unlock Multimodal Search
📚 External: Coursera ↗
Self-paced
Unlock Multimodal Search
Opens on Coursera ↗
Pre-formulation
📚 External: Coursera ↗
Self-paced
Pre-formulation
Opens on Coursera ↗
Getting Started with Vector Search and Embeddings
📚 External: Coursera ↗
Self-paced
Getting Started with Vector Search and Embeddings
Opens on Coursera ↗
Vector Databases for RAG: An Introduction
📚 External: Coursera ↗
Self-paced
Vector Databases for RAG: An Introduction
Opens on Coursera ↗