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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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
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
Accelerate product catalog management with generative AI
RAG & Vector Search
Accelerate product catalog management with generative AI
Google Cloud Beginner 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
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
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
You can explore interests from coding and nutrition to marketing and UX design.
RAG & Vector Search
You can explore interests from coding and nutrition to marketing and UX design.
Coursera Beginner 3y ago
How To Supercharge Webflow Using Libraries
RAG & Vector Search ⚡ AI Lesson
How To Supercharge Webflow Using Libraries
Flux Academy Beginner 3y ago
This person is holding you back
RAG & Vector Search
This person is holding you back
Dan Lok Beginner 3y ago
Quick Tip Friday - Control Access By User Role
RAG & Vector Search ⚡ AI Lesson
Quick Tip Friday - Control Access By User Role
AppSheet Beginner 3y ago
How to Query Any YouTube Video Using LangChain
RAG & Vector Search
How to Query Any YouTube Video Using LangChain
Automata Learning Lab Beginner 3y ago
Introduction to NLP - ML on Android with MediaPipe Series
RAG & Vector Search
Introduction to NLP - ML on Android with MediaPipe Series
Google for Developers Beginner 3y ago
How Ulta Beauty innovates and scales effortlessly with Google Cloud and MongoDB Atlas
RAG & Vector Search
How Ulta Beauty innovates and scales effortlessly with Google Cloud and MongoDB Atlas
Google Cloud Beginner 3y ago
What is Semantic Search?
RAG & Vector Search ⚡ AI Lesson
What is Semantic Search?
Cohere Beginner 3y ago
A Day in the Life of a Proompt Engineer
RAG & Vector Search
A Day in the Life of a Proompt Engineer
Fireship 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
【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
【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
How to contribute to open source
RAG & Vector Search
How to contribute to open source
AssemblyAI Beginner 3y ago
【MINECRAFT】 The world tree looks a little small
RAG & Vector Search
【MINECRAFT】 The world tree looks a little small
Ceres Fauna Ch. hololive-EN Beginner 3y ago
Transcribe audio files in 4 lines of code
RAG & Vector Search ⚡ AI Lesson
Transcribe audio files in 4 lines of code
AssemblyAI Beginner 3y ago
【BIOSHOCK 2】 Going to pull a Liam Neeson if you don't give me my daughter back | #3
RAG & Vector Search ⚡ AI Lesson
【BIOSHOCK 2】 Going to pull a Liam Neeson if you don't give me my daughter back | #3
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【MINECRAFT】 Kirin is back! Let's work on the tree!
RAG & Vector Search
【MINECRAFT】 Kirin is back! Let's work on the tree!
Ceres Fauna Ch. hololive-EN Beginner 3y ago
The cat when no one is home:
RAG & Vector Search
The cat when no one is home:
Ceres Fauna Ch. hololive-EN Beginner 3y ago
POV: you asked for headpats
RAG & Vector Search
POV: you asked for headpats
Ceres Fauna Ch. hololive-EN Beginner 3y ago
What are these ants doing?
RAG & Vector Search ⚡ AI Lesson
What are these ants doing?
Ceres Fauna Ch. hololive-EN Beginner 3y ago
Who is she?
RAG & Vector Search
Who is she?
Ceres Fauna Ch. hololive-EN Beginner 3y ago
VTuber Fanservice Speedrun Any%
RAG & Vector Search
VTuber Fanservice Speedrun Any%
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【HITMAN 3】 The last thing you see before you perish [HARDCORE FREELANCER]
RAG & Vector Search ⚡ AI Lesson
【HITMAN 3】 The last thing you see before you perish [HARDCORE FREELANCER]
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【Pro Gymnast Simulator】 Absurd physics based gymnastics simulator
RAG & Vector Search
【Pro Gymnast Simulator】 Absurd physics based gymnastics simulator
Ceres Fauna Ch. hololive-EN Beginner 3y ago
THIS One HABIT is Robbing You of SUCCESS! | Evan Carmichael | Top 10 Rules
RAG & Vector Search ⚡ AI Lesson
THIS One HABIT is Robbing You of SUCCESS! | Evan Carmichael | Top 10 Rules
Evan Carmichael Beginner 3y ago
【KU100 ASMR】 Maid ASMR ♡ Brushing and washing your hair!
RAG & Vector Search
【KU100 ASMR】 Maid ASMR ♡ Brushing and washing your hair!
Ceres Fauna Ch. hololive-EN Beginner 3y ago
URGENT: Lisa Nichols Reveals How Saying 'YES' to Your Own Success Will Transform You!
RAG & Vector Search
URGENT: Lisa Nichols Reveals How Saying 'YES' to Your Own Success Will Transform You!
Evan Carmichael Beginner 3y ago
【MINECRAFT】 My tree shall blot out the sun
RAG & Vector Search
【MINECRAFT】 My tree shall blot out the sun
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【SUPER MARIO MAKER 2】 Kirin attempts to create a level from hell of her own design
RAG & Vector Search
【SUPER MARIO MAKER 2】 Kirin attempts to create a level from hell of her own design
Ceres Fauna Ch. hololive-EN Beginner 3y ago
Vector Databases simply explained! (Embeddings & Indexes)
RAG & Vector Search
Vector Databases simply explained! (Embeddings & Indexes)
AssemblyAI Beginner 3y ago
【SUPER MARIO MAKER 2】 Kirin plays impossible Mario levels to try to get good in 2 days (Day 1)
RAG & Vector Search
【SUPER MARIO MAKER 2】 Kirin plays impossible Mario levels to try to get good in 2 days (Day 1)
Ceres Fauna Ch. hololive-EN Beginner 3y ago
📚 Continue on Coursera External links · Free to audit
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Agentic AI Systems with Vector DBs & RAG
📚 External: Coursera ↗
Self-paced
Agentic AI Systems with Vector DBs & RAG
Opens on Coursera ↗
Building Applications with Vector Databases
📚 External: Coursera ↗
Self-paced
Building Applications with Vector Databases
Opens on Coursera ↗
Building RAG Systems with Open Models
📚 External: Coursera ↗
Self-paced
Building RAG Systems with Open Models
Opens on Coursera ↗
Introduction to DevSecOps
📚 External: Coursera ↗
Self-paced
Introduction to DevSecOps
Opens on Coursera ↗
Unlock Multimodal Search
📚 External: Coursera ↗
Self-paced
Unlock Multimodal Search
Opens on Coursera ↗
Analyze and Apply Equity Market Fundamentals
📚 External: Coursera ↗
Self-paced
Analyze and Apply Equity Market Fundamentals
Opens on Coursera ↗