Core AI

RAG & Vector Search

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

4,927
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
New Google Trend Alert! (2024)
RAG & Vector Search
New Google Trend Alert! (2024)
Neil Patel Beginner 2y ago
Introduction to Cloud Storage FUSE and the GKE CSI driver for AI/ML workloads
RAG & Vector Search
Introduction to Cloud Storage FUSE and the GKE CSI driver for AI/ML workloads
Google Cloud Beginner 2y ago
【Superchat Catch Up!】 let me sing you the sapling rap of my people
RAG & Vector Search
【Superchat Catch Up!】 let me sing you the sapling rap of my people
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Multi-modal Retrieval Augmented Generation with LlamaIndex
RAG & Vector Search ⚡ AI Lesson
Multi-modal Retrieval Augmented Generation with LlamaIndex
LlamaIndex Intermediate 2y ago
AI Platforms
RAG & Vector Search ⚡ AI Lesson
AI Platforms
Data Skeptic Beginner 2y ago
【PlateUp!】 Fauna plays a co-op game by herself because she's a sweaty gamer
RAG & Vector Search
【PlateUp!】 Fauna plays a co-op game by herself because she's a sweaty gamer
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Overcoming Zero Professional Experience as a Software Engineer
RAG & Vector Search
Overcoming Zero Professional Experience as a Software Engineer
Jean Lee Beginner 2y ago
LlamaIndex Webinar: PrivateGPT - Production RAG with Local Models
RAG & Vector Search
LlamaIndex Webinar: PrivateGPT - Production RAG with Local Models
LlamaIndex Intermediate 2y ago
Building-Integrated Photovoltaics (BIPV) Shaping Sustainable Cities
RAG & Vector Search
Building-Integrated Photovoltaics (BIPV) Shaping Sustainable Cities
Civilex Intermediate 2y ago
Investment Banker RAG Chatbot using Intel's Neural Chat LLM
RAG & Vector Search ⚡ AI Lesson
Investment Banker RAG Chatbot using Intel's Neural Chat LLM
AI Anytime Intermediate 2y ago
What is Retrieval Augmented Generation?
RAG & Vector Search ⚡ AI Lesson
What is Retrieval Augmented Generation?
Google Cloud Tech Beginner 2y ago
Learn more: https://txt.cohere.com/introducing-embed-v3/ #cohere #largelanguagemodels #embedding
RAG & Vector Search
Learn more: https://txt.cohere.com/introducing-embed-v3/ #cohere #largelanguagemodels #embedding
Cohere Beginner 2y ago
Jay Alammar reporting from ODSC! #cohere #retrieval #rag #largelanguagemodels
RAG & Vector Search ⚡ AI Lesson
Jay Alammar reporting from ODSC! #cohere #retrieval #rag #largelanguagemodels
Cohere Intermediate 2y ago
Benchmarking RAG over LangChain Docs
RAG & Vector Search
Benchmarking RAG over LangChain Docs
LangChain Intermediate 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
Cookies expiration limit updated - New in Chrome 119
RAG & Vector Search ⚡ AI Lesson
Cookies expiration limit updated - New in Chrome 119
Chrome for Developers Intermediate 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
The Data Democratization Stack (with Lilac Schoenbeck, VP of Strategic INIT at Rocket Software)
RAG & Vector Search ⚡ AI Lesson
The Data Democratization Stack (with Lilac Schoenbeck, VP of Strategic INIT at Rocket Software)
DataCamp Intermediate 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
Retrieval Augmented Generation in the Wild: Anton Troynikov
RAG & Vector Search ⚡ AI Lesson
Retrieval Augmented Generation in the Wild: Anton Troynikov
AI Engineer Intermediate 2y ago
RAG's Collapse: Uncovering Deep Flaws in LLM External Knowledge Retrieval
RAG & Vector Search ⚡ AI Lesson
RAG's Collapse: Uncovering Deep Flaws in LLM External Knowledge Retrieval
Discover AI Advanced 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
Building Multi-Modal Search with Vector Databases
RAG & Vector Search
Building Multi-Modal Search with Vector Databases
DeepLearningAI Intermediate 2y ago
OpenAI's new ASSISTANTS API: How To Create GPTs
RAG & Vector Search ⚡ AI Lesson
OpenAI's new ASSISTANTS API: How To Create GPTs
Discover AI Intermediate 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
New course: Vector Databases: from Embeddings to Applications with Weaviate
RAG & Vector Search
New course: Vector Databases: from Embeddings to Applications with Weaviate
DeepLearningAI Intermediate 2y ago
Vue 3 & Composition API - Full Project
RAG & Vector Search ⚡ AI Lesson
Vue 3 & Composition API - Full Project
Traversy Media Intermediate 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
【HITMAN 3】 IT'S DECEMBER BREAK OUT YOUR FESTIVE SANTA 47S
RAG & Vector Search
【HITMAN 3】 IT'S DECEMBER BREAK OUT YOUR FESTIVE SANTA 47S
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【I'm On Observation Duty 6】 Return of this silly and creepy spot the difference horror game
RAG & Vector Search
【I'm On Observation Duty 6】 Return of this silly and creepy spot the difference horror game
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【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
【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
Modern applications for first responders
RAG & Vector Search
Modern applications for first responders
Google Cloud Intermediate 2y ago
Better customer insights with Grupo Boticario
RAG & Vector Search
Better customer insights with Grupo Boticario
Google Cloud Intermediate 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
Build modern applications for emergency response at the edge
RAG & Vector Search
Build modern applications for emergency response at the edge
Google Cloud Intermediate 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
📚 Continue on Coursera External links · Free to audit
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Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
📚 External: Coursera ↗
Self-paced
Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
Opens on Coursera ↗
Optimize and Migrate Vectors
📚 External: Coursera ↗
Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
📚 External: Coursera ↗
Self-paced
Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
Opens on Coursera ↗
Plan a Successful Freelancing Business
📚 External: Coursera ↗
Self-paced
Plan a Successful Freelancing Business
Opens on Coursera ↗
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
📚 External: Coursera ↗
Self-paced
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
Opens on Coursera ↗
Launching Your Vector Database Career
📚 External: Coursera ↗
Self-paced
Launching Your Vector Database Career
Opens on Coursera ↗