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
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Top 5 Digital Marketing Trends For 2024
RAG & Vector Search
Top 5 Digital Marketing Trends For 2024
Neil Patel Beginner 2y ago
Armchair Architects: LLMs & Vector Databases (Part 2)
RAG & Vector Search
Armchair Architects: LLMs & Vector Databases (Part 2)
Microsoft Developer Beginner 2y ago
Fauna Plays Outer Wilds: Episode 9 【Baby】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 9 【Baby】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 7 【Binary】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 7 【Binary】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Track and Monitor RAG Pipelines using Weights & Biases (wandb)
RAG & Vector Search ⚡ AI Lesson
Track and Monitor RAG Pipelines using Weights & Biases (wandb)
AI Anytime Beginner 2y ago
I-JEPA: Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
RAG & Vector Search
I-JEPA: Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
MIPAL-SNU Beginner 2y ago
PostgreSQL as VectorDB - Beginner Tutorial
RAG & Vector Search
PostgreSQL as VectorDB - Beginner Tutorial
Dave Ebbelaar Beginner 2y ago
Why Everyone is Freaking Out About RAG
RAG & Vector Search ⚡ AI Lesson
Why Everyone is Freaking Out About RAG
Tech With Tim Beginner 2y ago
What is Storage Access API?
RAG & Vector Search
What is Storage Access API?
Chrome for Developers Beginner 2y ago
What Is Retrieval-Augmented Generation and How to Make AI Work for You, with Guil Hernandez
RAG & Vector Search
What Is Retrieval-Augmented Generation and How to Make AI Work for You, with Guil Hernandez
Scrimba Beginner 2y ago
Retrieval Augmented Generation (RAG) for Production with LangChain & LlamaIndex Free Course
RAG & Vector Search
Retrieval Augmented Generation (RAG) for Production with LangChain & LlamaIndex Free Course
What's AI by Louis-François Bouchard Beginner 2y ago
What is CHIPS?
RAG & Vector Search ⚡ AI Lesson
What is CHIPS?
Chrome for Developers Beginner 2y ago
2024's AI Essentials: 10 Must-Know AI Terms from 2023 Explained in 5 Minutes! 🚀🌟
RAG & Vector Search
2024's AI Essentials: 10 Must-Know AI Terms from 2023 Explained in 5 Minutes! 🚀🌟
AssemblyAI Beginner 2y ago
The Worst Web Browser Is...
RAG & Vector Search ⚡ AI Lesson
The Worst Web Browser Is...
Brodie Robertson Beginner 2y ago
Save time debugging: Icecream for Python #python #coding #debugging
RAG & Vector Search
Save time debugging: Icecream for Python #python #coding #debugging
AssemblyAI Beginner 2y ago
Why Discipline is the Missing Ingredient in Your Success
RAG & Vector Search ⚡ AI Lesson
Why Discipline is the Missing Ingredient in Your Success
Evan Carmichael Beginner 2y ago
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
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
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
Driving a culture of learning in your organization
RAG & Vector Search
Driving a culture of learning in your organization
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
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
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
Fauna Plays Outer Wilds: Episode 6 【Caves】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 6 【Caves】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 3 【Black Hole】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 3 【Black Hole】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 2 【Feldspar】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 2 【Feldspar】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 1 【Jumbo Marshmallow】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 1 【Jumbo Marshmallow】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【holoEN AMONG US】 dun dun dun dun dun dun dun DU DU DUN
RAG & Vector Search ⚡ AI Lesson
【holoEN AMONG US】 dun dun dun dun dun dun dun DU DU DUN
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【after karaoke chats & superchats!】 catching up before my break!
RAG & Vector Search
【after karaoke chats & superchats!】 catching up before my break!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【LETHAL COMPANY】 What are we, some kinda lethal company?
RAG & Vector Search ⚡ AI Lesson
【LETHAL COMPANY】 What are we, some kinda lethal company?
Ceres Fauna Ch. hololive-EN 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
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
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
📚 Continue on Coursera External links · Free to audit
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Build Chroma Search
📚 External: Coursera ↗
Self-paced
Build Chroma Search
Opens on Coursera ↗
Utilize LinkedIn for Career Search
📚 External: Coursera ↗
Self-paced
Utilize LinkedIn for Career Search
Opens on Coursera ↗
Advanced RAG with Vector Databases and Retrievers
📚 External: Coursera ↗
Self-paced
Advanced RAG with Vector Databases and Retrievers
Opens on Coursera ↗
Vector Databases for RAG: An Introduction
📚 External: Coursera ↗
Self-paced
Vector Databases for RAG: An Introduction
Opens on Coursera ↗
Dell Technologies Establishing Your Sales Strategy
📚 External: Coursera ↗
Self-paced
Dell Technologies Establishing Your Sales Strategy
Opens on Coursera ↗
Learn GitHub Flavored Markdown
📚 External: Coursera ↗
Self-paced
Learn GitHub Flavored Markdown
Opens on Coursera ↗