Core AI

RAG & Vector Search

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

5,301
lessons
Skills in this topic
View full skill map →
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
Videos 5,120 Reads 181
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
【MINECRAFT】 Spore Blossom Hunting!
RAG & Vector Search
【MINECRAFT】 Spore Blossom Hunting!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Getting Started with Amazon DocumentDB (with MongoDB compatibility) 5.0 features
RAG & Vector Search
Getting Started with Amazon DocumentDB (with MongoDB compatibility) 5.0 features
AWS Developers Intermediate 2y ago
【Sonic Adventure 2】 Kirin relives her childhood in Sonic Adventure 2 | #1
RAG & Vector Search ⚡ AI Lesson
【Sonic Adventure 2】 Kirin relives her childhood in Sonic Adventure 2 | #1
Ceres Fauna Ch. hololive-EN Beginner 2y ago
🗒️ How to Summarize Audio Transcripts in 30 seconds with Python
RAG & Vector Search ⚡ AI Lesson
🗒️ How to Summarize Audio Transcripts in 30 seconds with Python
AssemblyAI Beginner 2y ago
The Ultimate How-To for Faceted Navigation SEO in E-commerce [MozCon 2021] — Luke Carthy
RAG & Vector Search
The Ultimate How-To for Faceted Navigation SEO in E-commerce [MozCon 2021] — Luke Carthy
Moz Intermediate 2y ago
The Fast & The Spurious: Core Web Vitals & SEO [MozCon 2021] — Tom Capper
RAG & Vector Search
The Fast & The Spurious: Core Web Vitals & SEO [MozCon 2021] — Tom Capper
Moz Intermediate 2y ago
🎬 How to Create Subtitles in Python in 30 seconds
RAG & Vector Search ⚡ AI Lesson
🎬 How to Create Subtitles in Python in 30 seconds
AssemblyAI Beginner 2y ago
How to Unleash YOUR Creative: W/ James Victore
RAG & Vector Search ⚡ AI Lesson
How to Unleash YOUR Creative: W/ James Victore
The Futur Beginner 2y ago
Launch Your Own Langchain PDF Chat | Streamlit Tutorial | No code, Easy | Python w Faiss VectorDB
RAG & Vector Search
Launch Your Own Langchain PDF Chat | Streamlit Tutorial | No code, Easy | Python w Faiss VectorDB
StarMorph AI Beginner 2y ago
LlamaIndex Webinar: Active Retrieval Augmented Generation
RAG & Vector Search
LlamaIndex Webinar: Active Retrieval Augmented Generation
LlamaIndex Intermediate 2y ago
Generative AI: What's Ahead for Enterprises?
RAG & Vector Search
Generative AI: What's Ahead for Enterprises?
The New Stack Intermediate 2y ago
Do This Once & Watch How Your Entire Mindset Changes
RAG & Vector Search ⚡ AI Lesson
Do This Once & Watch How Your Entire Mindset Changes
Evan Carmichael Beginner 2y ago
WebTransport is a Game Changer Protocol
RAG & Vector Search
WebTransport is a Game Changer Protocol
Hussein Nasser Beginner 2y ago
Improve responsive patient service with Google AI
RAG & Vector Search
Improve responsive patient service with Google AI
Google Cloud Intermediate 2y ago
Improve customer service with generative AI
RAG & Vector Search
Improve customer service with generative AI
Google Cloud Intermediate 2y ago
Discover LlamaIndex: JSON Query Engine
RAG & Vector Search
Discover LlamaIndex: JSON Query Engine
LlamaIndex Beginner 2y ago
Llama Index 101 with Vector DBs and GPT 3.5
RAG & Vector Search
Llama Index 101 with Vector DBs and GPT 3.5
James Briggs Beginner 2y ago
How to Achieve Higher Awareness | Wayne Dyer's Insight in 18 Minutes
RAG & Vector Search
How to Achieve Higher Awareness | Wayne Dyer's Insight in 18 Minutes
Evan Carmichael Intermediate 2y ago
Job Seekers on LinkedIn Need to Know These 8 Things
RAG & Vector Search
Job Seekers on LinkedIn Need to Know These 8 Things
Jeff Su Intermediate 2y ago
type(obj) vs. obj.__class__ in Python, and changing an object's class.
RAG & Vector Search
type(obj) vs. obj.__class__ in Python, and changing an object's class.
mCoding Intermediate 2y ago
You can earn from anywhere...
RAG & Vector Search
You can earn from anywhere...
Coursera Beginner 2y ago
Can Vending Machines Make You Rich?
RAG & Vector Search
Can Vending Machines Make You Rich?
The Hustle Intermediate 2y ago
Why YOUR Opinion doesn't matter!
RAG & Vector Search ⚡ AI Lesson
Why YOUR Opinion doesn't matter!
The Futur Intermediate 2y ago
Visualization: Integrate Enterprise Data into ChatGPT's Prompt
RAG & Vector Search
Visualization: Integrate Enterprise Data into ChatGPT's Prompt
Discover AI Intermediate 2y ago
From Documents to Vectors: ChatGPT's Technical Marvels with OpenAI's Plugins
RAG & Vector Search ⚡ AI Lesson
From Documents to Vectors: ChatGPT's Technical Marvels with OpenAI's Plugins
Discover AI Beginner 2y ago
The Economics of Vending Machines | Hustlenomics
RAG & Vector Search
The Economics of Vending Machines | Hustlenomics
The Hustle Intermediate 2y ago
Transcribe Audio Files in Python in 30 seconds with AssemblyAI
RAG & Vector Search ⚡ AI Lesson
Transcribe Audio Files in Python in 30 seconds with AssemblyAI
AssemblyAI Beginner 2y ago
【Bread & Fred】 Kronii & Fauna play a (hopefully not) rage inducing co-op platformer
RAG & Vector Search ⚡ AI Lesson
【Bread & Fred】 Kronii & Fauna play a (hopefully not) rage inducing co-op platformer
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Mastering 3 Click + Engagement Signals for Higher Rankings/Traffic [MozCon 2021] — Cyrus Shepard
RAG & Vector Search
Mastering 3 Click + Engagement Signals for Higher Rankings/Traffic [MozCon 2021] — Cyrus Shepard
Moz Intermediate 2y ago
What are Vector Databases? In what areas can they be used?
RAG & Vector Search
What are Vector Databases? In what areas can they be used?
AssemblyAI Beginner 2y ago
【MINECRAFT】 Wait it's actually Monday today?
RAG & Vector Search ⚡ AI Lesson
【MINECRAFT】 Wait it's actually Monday today?
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Learning ML from scratch course recommendations
RAG & Vector Search ⚡ AI Lesson
Learning ML from scratch course recommendations
AssemblyAI Beginner 2y ago
【BIOSHOCK 2】 Call me big daddy | FINALE
RAG & Vector Search
【BIOSHOCK 2】 Call me big daddy | FINALE
Ceres Fauna Ch. hololive-EN Beginner 2y ago
How to use StarCoder in VSCode
RAG & Vector Search
How to use StarCoder in VSCode
AssemblyAI Beginner 2y ago
What is Mojo? A very fast Python superset
RAG & Vector Search
What is Mojo? A very fast Python superset
AssemblyAI Beginner 2y ago
【GETTING OVER IT】 Faunashi-sensei plays until 100 WINS
RAG & Vector Search ⚡ AI Lesson
【GETTING OVER IT】 Faunashi-sensei plays until 100 WINS
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【MINECRAFT】 Fauna builds a honey farm to flood the server with thousands of bees
RAG & Vector Search ⚡ AI Lesson
【MINECRAFT】 Fauna builds a honey farm to flood the server with thousands of bees
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【KU100 ASMR】 Softly whispering to you in 3D~
RAG & Vector Search
【KU100 ASMR】 Softly whispering to you in 3D~
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Here are the functionalities LangChain offers
RAG & Vector Search
Here are the functionalities LangChain offers
AssemblyAI Beginner 2y ago
What is LangChain?
RAG & Vector Search
What is LangChain?
AssemblyAI Beginner 2y ago
Accelerate product catalog management with generative AI
RAG & Vector Search
Accelerate product catalog management with generative AI
Google Cloud Beginner 2y ago
【CouncilRyS RPG】 This game is a love letter and my heart is full (FINALE)
RAG & Vector Search
【CouncilRyS RPG】 This game is a love letter and my heart is full (FINALE)
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【HITMAN 3】 Kirin tries and fails to get over her hitman brainrot [HARDCORE FREELANCER]
RAG & Vector Search
【HITMAN 3】 Kirin tries and fails to get over her hitman brainrot [HARDCORE FREELANCER]
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Amanda the Adventurer】 Analog Horror Game Where Amanda Is Here To Help! help me (All Endings)
RAG & Vector Search ⚡ AI Lesson
【Amanda the Adventurer】 Analog Horror Game Where Amanda Is Here To Help! help me (All Endings)
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【CouncilRyS RPG】 They put me in a video game?!
RAG & Vector Search
【CouncilRyS RPG】 They put me in a video game?!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Reinforcement Learning from Human Feedback
RAG & Vector Search ⚡ AI Lesson
Reinforcement Learning from Human Feedback
AssemblyAI Beginner 2y ago
STOP Sacrificing YOUR Happiness | How to Find Your Core Value
RAG & Vector Search ⚡ AI Lesson
STOP Sacrificing YOUR Happiness | How to Find Your Core Value
Evan Carmichael Beginner 2y ago
Set A New Standard For Yourself! | Evan Carmichael | #Shorts
RAG & Vector Search
Set A New Standard For Yourself! | Evan Carmichael | #Shorts
Evan Carmichael Intermediate 2y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Foundations for Interviewing with Confidence
📚 Coursera Course ↗
Self-paced
Foundations for Interviewing with Confidence
Opens on Coursera ↗
ERPO: A Civil Approach to Gun Violence Prevention Teach-Out
📚 Coursera Course ↗
Self-paced
ERPO: A Civil Approach to Gun Violence Prevention Teach-Out
Opens on Coursera ↗
Functional Programming in Scala Capstone
📚 Coursera Course ↗
Self-paced
Functional Programming in Scala Capstone
Opens on Coursera ↗
Building Retrieval-Augmented Systems & Knowledge Graphs
📚 Coursera Course ↗
Self-paced
Building Retrieval-Augmented Systems & Knowledge Graphs
Opens on Coursera ↗
Prep for Microsoft Azure Data Engineer Associate Cert DP-203
📚 Coursera Course ↗
Self-paced
Prep for Microsoft Azure Data Engineer Associate Cert DP-203
Opens on Coursera ↗
Cybersecurity Policy & Governance for Business Success
📚 Coursera Course ↗
Self-paced
Cybersecurity Policy & Governance for Business Success
Opens on Coursera ↗