Core AI

RAG & Vector Search

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

5,295
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
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Structural Pattern Matching in Python: Not Your Average Switch-Case
RAG & Vector Search ⚡ AI Lesson
Structural Pattern Matching in Python: Not Your Average Switch-Case
NeuralNine Beginner 2y ago
【SIGNALIS】 This game isn't what I thought it was | FINALE [Spoiler Alert]
RAG & Vector Search
【SIGNALIS】 This game isn't what I thought it was | FINALE [Spoiler Alert]
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【SIGNALIS】 Fauna Searches For a Wife In a Dystopian Nightmare | #2 [Spoiler Alert]
RAG & Vector Search ⚡ AI Lesson
【SIGNALIS】 Fauna Searches For a Wife In a Dystopian Nightmare | #2 [Spoiler Alert]
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Data Science - Most Trending Technology | Edureka #Shorts
RAG & Vector Search
Data Science - Most Trending Technology | Edureka #Shorts
edureka! Beginner 2y ago
Retrieval Augmented Generation with LlamaIndex
RAG & Vector Search ⚡ AI Lesson
Retrieval Augmented Generation with LlamaIndex
DataCamp Beginner 2y ago
Hello, GitOps - Boeing's Open Source Push
RAG & Vector Search ⚡ AI Lesson
Hello, GitOps - Boeing's Open Source Push
The New Stack Beginner 2y ago
Armchair Architects: LLMs & Vector Databases (Part 1)
RAG & Vector Search
Armchair Architects: LLMs & Vector Databases (Part 1)
Microsoft Developer Beginner 2y ago
Azure AI Search: Generating the right answers, every time
RAG & Vector Search
Azure AI Search: Generating the right answers, every time
Microsoft Developer Beginner 2y ago
10 innovations to know about Google Cloud VMware® Engine for cloud success
RAG & Vector Search
10 innovations to know about Google Cloud VMware® Engine for cloud success
Google Cloud Beginner 2y ago
Identity Federation on Google Cloud with Goldman Sachs
RAG & Vector Search
Identity Federation on Google Cloud with Goldman Sachs
Google Cloud Beginner 2y ago
Enhancing RAG Pipelines with Metadata Enrichment Techniques
RAG & Vector Search ⚡ AI Lesson
Enhancing RAG Pipelines with Metadata Enrichment Techniques
AI Anytime Beginner 2y ago
Lecture 8: Syntax, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 8: Syntax, Part 1
MIT OpenCourseWare Beginner 2y ago
Lecture 6: Mock Exam, Verbs, Part 2, and Adjectives
RAG & Vector Search
Lecture 6: Mock Exam, Verbs, Part 2, and Adjectives
MIT OpenCourseWare Beginner 2y ago
Gas Prices Finally Drop to 11-Month Low
RAG & Vector Search
Gas Prices Finally Drop to 11-Month Low
The Hustle Beginner 2y ago
New Google Trend Alert! (2024)
RAG & Vector Search
New Google Trend Alert! (2024)
Neil Patel Beginner 2y ago
[Webinar] A Guide to Effective Content and Market Strategy with Domain Filter
RAG & Vector Search ⚡ AI Lesson
[Webinar] A Guide to Effective Content and Market Strategy with Domain Filter
WriterZen Beginner 2y ago
Shoppers Expected to Spend the Same or More this Holiday Season
RAG & Vector Search
Shoppers Expected to Spend the Same or More this Holiday Season
Neil Patel Beginner 2y ago
AI Platforms
RAG & Vector Search ⚡ AI Lesson
AI Platforms
Data Skeptic 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
Llama Index + Node.js App READY! 🤯 How to integrate RAG? QUICK & EASY! 🚀 (Step-by-Step Tutorial)
RAG & Vector Search
Llama Index + Node.js App READY! 🤯 How to integrate RAG? QUICK & EASY! 🚀 (Step-by-Step Tutorial)
Mervin Praison Beginner 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
Retrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW)
RAG & Vector Search ⚡ AI Lesson
Retrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW)
Umar Jamil Beginner 2y ago
Analyze a Conversation with AI for Free on the Playground
RAG & Vector Search
Analyze a Conversation with AI for Free on the Playground
AssemblyAI 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
🚀 Deploy a PRIVATE Chroma Vector DB to AWS | Step by step 🚀
RAG & Vector Search
🚀 Deploy a PRIVATE Chroma Vector DB to AWS | Step by step 🚀
Tim Carambat 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
【PlateUp!】 The Sweaty TryHard Gamers Collab
RAG & Vector Search
【PlateUp!】 The Sweaty TryHard Gamers Collab
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Driving a culture of learning in your organization
RAG & Vector Search
Driving a culture of learning in your organization
Google Cloud Beginner 2y ago
Transform your customer loyalty program with blockchain
RAG & Vector Search
Transform your customer loyalty program with blockchain
Google Cloud Beginner 2y ago
Leverage generative AI for startup growth
RAG & Vector Search
Leverage generative AI for startup growth
Google Cloud Beginner 2y ago
Lecture 5: Verbs, Part 1
RAG & Vector Search
Lecture 5: Verbs, Part 1
MIT OpenCourseWare Beginner 2y ago
Lecture 4: Nouns
RAG & Vector Search ⚡ AI Lesson
Lecture 4: Nouns
MIT OpenCourseWare Beginner 2y ago
Lecture 7: Numerals, Adverbs, Conjunctions, Prepositions, Concord, and Word Order
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Numerals, Adverbs, Conjunctions, Prepositions, Concord, and Word Order
MIT OpenCourseWare Beginner 2y ago
Lecture 3: Pronouns
RAG & Vector Search
Lecture 3: Pronouns
MIT OpenCourseWare 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
【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
【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
【The Past Within】 Creepy Co-op Puzzle Game with Reine!! #Cereines
RAG & Vector Search
【The Past Within】 Creepy Co-op Puzzle Game with Reine!! #Cereines
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】 She's literally me | #3
RAG & Vector Search
【DELTARUNE】 She's literally me | #3
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Google Cloud LiftOff
RAG & Vector Search
Google Cloud LiftOff
Google Cloud Beginner 2y ago
【DELTARUNE】 The power of fluffy kirins shines within you!
RAG & Vector Search ⚡ AI Lesson
【DELTARUNE】 The power of fluffy kirins shines within you!
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
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Manage Resources in Azure
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Agentic AI Systems with Vector DBs & RAG
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Agentic AI Systems with Vector DBs & RAG
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Cloud: Infrastructure as a Service - Master's
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Advanced Selenium WebDriver and Test Automation
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