Core AI

RAG & Vector Search

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

5,062
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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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
【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
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
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
Data Parallelism Using PyTorch DDP | NVAITC Webinar
RAG & Vector Search ⚡ AI Lesson
Data Parallelism Using PyTorch DDP | NVAITC Webinar
NVIDIA Developer Intermediate 3y ago
This person is holding you back
RAG & Vector Search
This person is holding you back
Dan Lok Beginner 3y ago
Will Software Engineers Survive Against AI?
RAG & Vector Search
Will Software Engineers Survive Against AI?
Jean Lee Intermediate 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
Hybrid Chatbots: How to Chat with Multiple Data Sources (Pinecone, ChatGPT & More)
RAG & Vector Search
Hybrid Chatbots: How to Chat with Multiple Data Sources (Pinecone, ChatGPT & More)
Liam Ottley Intermediate 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
Understanding Semantic Vectors: Extracting Embeddings and Calculating Similarity
RAG & Vector Search
Understanding Semantic Vectors: Extracting Embeddings and Calculating Similarity
MLOps.community Advanced 3y ago
What is Semantic Search?
RAG & Vector Search ⚡ AI Lesson
What is Semantic Search?
Cohere Beginner 3y ago
LangChain Retrieval QA with Instructor Embeddings & ChromaDB for PDFs
RAG & Vector Search ⚡ AI Lesson
LangChain Retrieval QA with Instructor Embeddings & ChromaDB for PDFs
Sam Witteveen Intermediate 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
How to Chat with HUNDREDS of Files (500+ Hormozi Podcasts)
RAG & Vector Search
How to Chat with HUNDREDS of Files (500+ Hormozi Podcasts)
Liam Ottley Intermediate 3y ago
The Biggest Misconception about Embeddings
RAG & Vector Search
The Biggest Misconception about Embeddings
ritvikmath Intermediate 3y ago
Experiment: Bluetooth Hide and Seek
RAG & Vector Search
Experiment: Bluetooth Hide and Seek
MIT OpenCourseWare Beginner 3y ago
Introduction for LL EduCATE: Introduction to Engineering Concepts
RAG & Vector Search ⚡ AI Lesson
Introduction for LL EduCATE: Introduction to Engineering Concepts
MIT OpenCourseWare Beginner 3y ago
How to check whether a file exists in Python
RAG & Vector Search ⚡ AI Lesson
How to check whether a file exists in Python
mCoding Intermediate 3y ago
React Router 6 – Full Course
RAG & Vector Search ⚡ AI Lesson
React Router 6 – Full Course
freeCodeCamp.org 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
Transform Your Good Life to Great with This Morning Routine!
RAG & Vector Search
Transform Your Good Life to Great with This Morning Routine!
Evan Carmichael Intermediate 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
【OFF COLLAB】 Kronii + Fauna + 1000x Sensitivity Microphone 【KU100 ASMR?】
RAG & Vector Search
【OFF COLLAB】 Kronii + Fauna + 1000x Sensitivity Microphone 【KU100 ASMR?】
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【MINECRAFT】 I will actually work on the tree this time
RAG & Vector Search ⚡ AI Lesson
【MINECRAFT】 I will actually work on the tree this time
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【KU100 ASMR】 Comfy ASMR for you! ♡ Ear cleaning, heartbeats for sleep & relaxation ♡
RAG & Vector Search
【KU100 ASMR】 Comfy ASMR for you! ♡ Ear cleaning, heartbeats for sleep & relaxation ♡
Ceres Fauna Ch. hololive-EN Beginner 3y ago
Teaching with MIT OpenCourseWare: Case Studies from Nigeria
RAG & Vector Search ⚡ AI Lesson
Teaching with MIT OpenCourseWare: Case Studies from Nigeria
MIT OpenCourseWare Intermediate 3y ago
📚 Continue on Coursera External links · Free to audit
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AI Memory Systems: Production RAG Pipelines with n8n
📚 External: Coursera ↗
Self-paced
AI Memory Systems: Production RAG Pipelines with n8n
Opens on Coursera ↗
Vector Search with Relational Databases using PostgreSQL
📚 External: Coursera ↗
Self-paced
Vector Search with Relational Databases using PostgreSQL
Opens on Coursera ↗
Grasp Vector DB Basics
📚 External: Coursera ↗
Self-paced
Grasp Vector DB Basics
Opens on Coursera ↗
Getting Started with Vector Search and Embeddings
📚 External: Coursera ↗
Self-paced
Getting Started with Vector Search and Embeddings
Opens on Coursera ↗
Geodesign: Change Your World
📚 External: Coursera ↗
Self-paced
Geodesign: Change Your World
Opens on Coursera ↗
Create a RAG Application with BigQuery
📚 External: Coursera ↗
Self-paced
Create a RAG Application with BigQuery
Opens on Coursera ↗