Core AI

RAG & Vector Search

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

4,932
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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【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 3y ago
Comprehensive overview of Vector Databases
RAG & Vector Search
Comprehensive overview of Vector Databases
Weights & Biases Beginner 3y ago
Embeddings and Retrieval for LLMs: Techniques and Challenges // Anton Troynikov // LLMs in Prod Con
RAG & Vector Search
Embeddings and Retrieval for LLMs: Techniques and Challenges // Anton Troynikov // LLMs in Prod Con
MLOps.community Intermediate 3y 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 3y ago
Knowledge Base Creation: First Semantic Search Engine Patent #topicalauthority #seocourse #seo
RAG & Vector Search
Knowledge Base Creation: First Semantic Search Engine Patent #topicalauthority #seocourse #seo
Koray Tuğberk GÜBÜR Intermediate 3y ago
Meet Dohyun, aka @youraveragetechbro, who’s #LearningFrom California!
RAG & Vector Search
Meet Dohyun, aka @youraveragetechbro, who’s #LearningFrom California!
Coursera Beginner 3y 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 3y 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 3y 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 3y ago
Embedchain - NEW 🔥 Langchain BABY to build LLM Bots!!!
RAG & Vector Search
Embedchain - NEW 🔥 Langchain BABY to build LLM Bots!!!
1littlecoder Intermediate 3y ago
OpenAI Embeddings For Recommendations Systems
RAG & Vector Search ⚡ AI Lesson
OpenAI Embeddings For Recommendations Systems
NeuralNine Beginner 3y ago
Destination not working: Google Ads Help
RAG & Vector Search
Destination not working: Google Ads Help
Google Ads Intermediate 3y 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 3y 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 3y 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 3y ago
Keynote | Creating a culture of cyber readiness for small businesses
RAG & Vector Search ⚡ AI Lesson
Keynote | Creating a culture of cyber readiness for small businesses
SANS Institute Beginner 3y 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 3y ago
LlamaIndex Webinar: Active Retrieval Augmented Generation
RAG & Vector Search
LlamaIndex Webinar: Active Retrieval Augmented Generation
LlamaIndex Intermediate 3y ago
Improve responsive patient service with Google AI
RAG & Vector Search
Improve responsive patient service with Google AI
Google Cloud Intermediate 3y ago
Improve customer service with generative AI
RAG & Vector Search
Improve customer service with generative AI
Google Cloud Intermediate 3y 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 3y ago
Discover LlamaIndex: Joint Text to SQL and Semantic Search
RAG & Vector Search
Discover LlamaIndex: Joint Text to SQL and Semantic Search
LlamaIndex Beginner 3y ago
You can earn from anywhere...
RAG & Vector Search
You can earn from anywhere...
Coursera Beginner 3y ago
Why YOUR Opinion doesn't matter!
RAG & Vector Search ⚡ AI Lesson
Why YOUR Opinion doesn't matter!
The Futur Intermediate 3y ago
Visualization: Integrate Enterprise Data into ChatGPT's Prompt
RAG & Vector Search
Visualization: Integrate Enterprise Data into ChatGPT's Prompt
Discover AI Intermediate 3y 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 3y 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 3y 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 3y ago
【MINECRAFT】 Spore Blossom Hunting!
RAG & Vector Search
【MINECRAFT】 Spore Blossom Hunting!
Ceres Fauna Ch. hololive-EN Beginner 3y 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 3y 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 3y 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 3y 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 3y 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 3y ago
【BIOSHOCK 2】 Call me big daddy | FINALE
RAG & Vector Search
【BIOSHOCK 2】 Call me big daddy | FINALE
Ceres Fauna Ch. hololive-EN Beginner 3y ago
How to use StarCoder in VSCode
RAG & Vector Search
How to use StarCoder in VSCode
AssemblyAI Beginner 3y ago
What is Mojo? A very fast Python superset
RAG & Vector Search
What is Mojo? A very fast Python superset
AssemblyAI Beginner 3y 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 3y 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 3y 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 3y ago
Here are the functionalities LangChain offers
RAG & Vector Search
Here are the functionalities LangChain offers
AssemblyAI Beginner 3y ago
What is LangChain?
RAG & Vector Search
What is LangChain?
AssemblyAI Beginner 3y ago
Accelerate product catalog management with generative AI
RAG & Vector Search
Accelerate product catalog management with generative AI
Google Cloud Beginner 3y 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 3y 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 3y 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 3y 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 3y 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 3y ago
📚 Continue on Coursera External links · Free to audit
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LangChain Chat with Your Data
📚 External: Coursera ↗
Self-paced
LangChain Chat with Your Data
Opens on Coursera ↗
Advanced RAG with Vector Databases and Retrievers
📚 External: Coursera ↗
Self-paced
Advanced RAG with Vector Databases and Retrievers
Opens on Coursera ↗
Chroma Database Mastery
📚 External: Coursera ↗
Self-paced
Chroma Database Mastery
Opens on Coursera ↗
Build a Movie Recommendation App with OpenAI
📚 External: Coursera ↗
Self-paced
Build a Movie Recommendation App with OpenAI
Opens on Coursera ↗
Learn AI Agents: Design, Build & Deploy
📚 External: Coursera ↗
Self-paced
Learn AI Agents: Design, Build & Deploy
Opens on Coursera ↗
Deploy Vector DBs Securely
📚 External: Coursera ↗
Self-paced
Deploy Vector DBs Securely
Opens on Coursera ↗