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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Why The Average Human Couldn't Drive An F1 Car | WIRED
RAG & Vector Search
Why The Average Human Couldn't Drive An F1 Car | WIRED
WIRED Beginner 2y ago
【KU100 ASMR】 Summer spa ASMR ♡ Water, bubbles, & massage in 3D
RAG & Vector Search
【KU100 ASMR】 Summer spa ASMR ♡ Water, bubbles, & massage in 3D
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Comprehensive overview of Vector Databases
RAG & Vector Search
Comprehensive overview of Vector Databases
Weights & Biases Beginner 2y ago
The Only Markdown Crash Course You Will Ever Need
RAG & Vector Search
The Only Markdown Crash Course You Will Ever Need
Web Dev Simplified Beginner 2y ago
Why I prefer attrs over dataclasses
RAG & Vector Search
Why I prefer attrs over dataclasses
mCoding Beginner 2y ago
Intercepting Android App Traffic with BurpSuite
RAG & Vector Search
Intercepting Android App Traffic with BurpSuite
IppSec Beginner 2y ago
【SKYRIM】 Kirin who sneaks into your house and steals your sweet roll
RAG & Vector Search ⚡ AI Lesson
【SKYRIM】 Kirin who sneaks into your house and steals your sweet roll
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Meet Dohyun, aka @youraveragetechbro, who’s #LearningFrom California!
RAG & Vector Search
Meet Dohyun, aka @youraveragetechbro, who’s #LearningFrom California!
Coursera Beginner 2y ago
Explore JavaScript Fundamentals With Us
RAG & Vector Search
Explore JavaScript Fundamentals With Us
Scrimba Beginner 2y ago
localStorage and sessionStorage #DevToolsTips
RAG & Vector Search
localStorage and sessionStorage #DevToolsTips
Chrome for Developers Beginner 2y ago
How To Create A B2B Content Strategy For YouTube
RAG & Vector Search
How To Create A B2B Content Strategy For YouTube
Search Engine Journal Beginner 2y ago
How to Unlock LIMITLESS Belief | The MIND Training That Builds Unstoppable Confidence
RAG & Vector Search ⚡ AI Lesson
How to Unlock LIMITLESS Belief | The MIND Training That Builds Unstoppable Confidence
Evan Carmichael Beginner 2y ago
Ad Extensions for YouTube Campaigns
RAG & Vector Search
Ad Extensions for YouTube Campaigns
Paid Media Pros Beginner 2y ago
OpenAI Embeddings For Recommendations Systems
RAG & Vector Search ⚡ AI Lesson
OpenAI Embeddings For Recommendations Systems
NeuralNine Beginner 2y ago
How to encourage a vibrant data culture with DataCamp Enterprise
RAG & Vector Search ⚡ AI Lesson
How to encourage a vibrant data culture with DataCamp Enterprise
DataCamp Beginner 2y ago
10 SIMPLE but Extremely POWERFUL HABITS for SUCCESS! | Evan Carmichael | Top 10 Rules
RAG & Vector Search
10 SIMPLE but Extremely POWERFUL HABITS for SUCCESS! | Evan Carmichael | Top 10 Rules
Evan Carmichael 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
🎬 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
WebTransport is a Game Changer Protocol
RAG & Vector Search
WebTransport is a Game Changer Protocol
Hussein Nasser 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
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
You can earn from anywhere...
RAG & Vector Search
You can earn from anywhere...
Coursera Beginner 2y ago
【Only Up!】 I won't let this game win
RAG & Vector Search
【Only Up!】 I won't let this game win
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【MINECRAFT】 Fauna builds a wool farm to flood the server with thousands of sheep
RAG & Vector Search ⚡ AI Lesson
【MINECRAFT】 Fauna builds a wool farm to flood the server with thousands of sheep
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Sonic Adventure 2】 This is the face of someone who treats her chao well | #2
RAG & Vector Search
【Sonic Adventure 2】 This is the face of someone who treats her chao well | #2
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Only Up!】 I heard this game is like Getting Over It ( ͡° ͜ʖ ͡°)
RAG & Vector Search
【Only Up!】 I heard this game is like Getting Over It ( ͡° ͜ʖ ͡°)
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【KU100 ASMR】 Oil massage & ear cupping ASMR for sleep & relaxation ♡
RAG & Vector Search
【KU100 ASMR】 Oil massage & ear cupping ASMR for sleep & relaxation ♡
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【MINECRAFT】 Spore Blossom Hunting!
RAG & Vector Search
【MINECRAFT】 Spore Blossom Hunting!
Ceres Fauna Ch. hololive-EN Beginner 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
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
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
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
【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
【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
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