Core AI

RAG & Vector Search

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

5,300
lessons
Skills in this topic
View full skill map โ†’
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
Lecture 15: Syntax, Part 5
RAG & Vector Search
Lecture 15: Syntax, Part 5
MIT OpenCourseWare Beginner 3y ago
Lecture 20: Semantics, Part 4
RAG & Vector Search โšก AI Lesson
Lecture 20: Semantics, Part 4
MIT OpenCourseWare Beginner 3y ago
Jordan Peterson: If You Donโ€™t Schedule Your Day, Chaos Will Take Over!
RAG & Vector Search
Jordan Peterson: If You Donโ€™t Schedule Your Day, Chaos Will Take Over!
Evan Carmichael Beginner 3y ago
Books to read in 2023 recommended by AI creators
RAG & Vector Search
Books to read in 2023 recommended by AI creators
AssemblyAI Beginner 3y ago
My Mood Board Process In-Depth
RAG & Vector Search
My Mood Board Process In-Depth
Flux Academy Beginner 3y ago
Fast pow! A general recursive power algorithm for more than just numbers.
RAG & Vector Search
Fast pow! A general recursive power algorithm for more than just numbers.
mCoding Beginner 3y ago
ULTIMATE FREE TEXTUAL INVERSION In Stable Diffusion! Your FACE INSIDE ALL MODELS!
RAG & Vector Search
ULTIMATE FREE TEXTUAL INVERSION In Stable Diffusion! Your FACE INSIDE ALL MODELS!
Aitrepreneur Beginner 3y ago
Create a Snazzy Draggable Parallax Effect with JavaScript
RAG & Vector Search โšก AI Lesson
Create a Snazzy Draggable Parallax Effect with JavaScript
DesignCourse Beginner 3y ago
Neuroscientist Answers Illusion Questions From Twitter | Tech Support | WIRED
RAG & Vector Search
Neuroscientist Answers Illusion Questions From Twitter | Tech Support | WIRED
WIRED Beginner 3y ago
The doors to opportunity are always open. ๐Ÿšช๐Ÿšถโ€โ™€๏ธ๐Ÿšถ
RAG & Vector Search
The doors to opportunity are always open. ๐Ÿšช๐Ÿšถโ€โ™€๏ธ๐Ÿšถ
Coursera Beginner 3y ago
How to Stay Focused | MARIE FORLEOโ€™s Rules for Success in 47 Minutes
RAG & Vector Search โšก AI Lesson
How to Stay Focused | MARIE FORLEOโ€™s Rules for Success in 47 Minutes
Evan Carmichael Beginner 3y ago
Generative AI for Creative Work by @1littlecoder
RAG & Vector Search
Generative AI for Creative Work by @1littlecoder
AssemblyAI Beginner 3y ago
An Introduction to Central Limit Theorem | DataHour by Munmun Das
RAG & Vector Search
An Introduction to Central Limit Theorem | DataHour by Munmun Das
Analytics Vidhya Beginner 3y ago
Jamie Carragher: The Untold Story of Liverpool Legend That Pushed Himself Too Far | E206
RAG & Vector Search
Jamie Carragher: The Untold Story of Liverpool Legend That Pushed Himself Too Far | E206
The Diary Of A CEO Beginner 3y ago
Open Source Generative AI in Question-Answering (NLP) using Python
RAG & Vector Search
Open Source Generative AI in Question-Answering (NLP) using Python
James Briggs Beginner 3y ago
Optimization from Structured Samples for Coverage and Influence Functions
RAG & Vector Search
Optimization from Structured Samples for Coverage and Influence Functions
Microsoft Research Beginner 3y ago
Arduino in 100 Seconds
RAG & Vector Search
Arduino in 100 Seconds
Fireship Beginner 3y ago
How to Get More Social Engagement When Reach is Declining
RAG & Vector Search
How to Get More Social Engagement When Reach is Declining
Neil Patel Beginner 3y ago
Scikt Learn embeddings helpers with Embetter - Tools to Improve Training Data
RAG & Vector Search
Scikt Learn embeddings helpers with Embetter - Tools to Improve Training Data
Cohere Beginner 3y ago
Adding Human Intelligence to ML models with Human learn - Tools to Improve Training Data
RAG & Vector Search
Adding Human Intelligence to ML models with Human learn - Tools to Improve Training Data
Cohere Beginner 3y ago
An Empathetic AI for Healthcare | DataHour by Amarjeet Kaur
RAG & Vector Search โšก AI Lesson
An Empathetic AI for Healthcare | DataHour by Amarjeet Kaur
Analytics Vidhya Beginner 3y ago
But what is a convolution?
RAG & Vector Search
But what is a convolution?
3Blue1Brown Beginner 3y ago
Stanford Seminar - Optimizing the Internet
RAG & Vector Search
Stanford Seminar - Optimizing the Internet
Stanford Online Beginner 3y ago
Lecture 9: Phonology, Part 2
RAG & Vector Search
Lecture 9: Phonology, Part 2
MIT OpenCourseWare Beginner 3y ago
STOP Limiting Your Own POTENTIAL! | Lisa Nichols | #Entspresso
RAG & Vector Search
STOP Limiting Your Own POTENTIAL! | Lisa Nichols | #Entspresso
Evan Carmichael Beginner 3y ago
How to Analyze Cloud Based Datasets Locally with Python
RAG & Vector Search
How to Analyze Cloud Based Datasets Locally with Python
AssemblyAI Beginner 3y ago
What is Your Favorite ML Library? Answered by @SumanthP
RAG & Vector Search
What is Your Favorite ML Library? Answered by @SumanthP
AssemblyAI Beginner 3y ago
What is the Hardest Part about Working in AI with @samzee_codes
RAG & Vector Search โšก AI Lesson
What is the Hardest Part about Working in AI with @samzee_codes
AssemblyAI Beginner 3y ago
Sentiment Analysis in DataSpell with @JetBrainsTV
RAG & Vector Search
Sentiment Analysis in DataSpell with @JetBrainsTV
AssemblyAI Beginner 3y ago
Quick and Free Ways to Deploy ML Apps with @patloeber
RAG & Vector Search
Quick and Free Ways to Deploy ML Apps with @patloeber
AssemblyAI Beginner 3y ago
What are @HuggingFace Model Cards?
RAG & Vector Search
What are @HuggingFace Model Cards?
AssemblyAI Beginner 3y ago
Powerful ROUTINE and HABITS to Become More PRODUCTIVE TODAY! | Andrew Huberman | Top 10 Rules
RAG & Vector Search
Powerful ROUTINE and HABITS to Become More PRODUCTIVE TODAY! | Andrew Huberman | Top 10 Rules
Evan Carmichael Beginner 3y ago
What @SophiaYangAI is most excited of in 2023?
RAG & Vector Search
What @SophiaYangAI is most excited of in 2023?
AssemblyAI Beginner 3y ago
How to Integrate Community Components to Streamlit Apps with @andfanilo
RAG & Vector Search โšก AI Lesson
How to Integrate Community Components to Streamlit Apps with @andfanilo
AssemblyAI Beginner 3y ago
AssemblyAI Winter Hackathon Winners
RAG & Vector Search
AssemblyAI Winter Hackathon Winners
AssemblyAI Beginner 3y ago
Guest lecture (2022): Unmaking and remaking community (part 1)
RAG & Vector Search
Guest lecture (2022): Unmaking and remaking community (part 1)
MIT OpenCourseWare Beginner 3y ago
Iterating on your data with doubtlab - Tools to Improve Training Data
RAG & Vector Search
Iterating on your data with doubtlab - Tools to Improve Training Data
Cohere Beginner 3y ago
Unlock Your Dark Side | The POWERFUL TRUTH About New Beginnings
RAG & Vector Search
Unlock Your Dark Side | The POWERFUL TRUTH About New Beginnings
Evan Carmichael Beginner 3y ago
YOU Are Saying Tรผrkiye Wrong | Learn in 1 Minute
RAG & Vector Search โšก AI Lesson
YOU Are Saying Tรผrkiye Wrong | Learn in 1 Minute
Evan Carmichael Beginner 3y ago
Build Apps Easily with Firebase | DataHour by Prakhar Srivastav | Senior Software Engineer at Google
RAG & Vector Search
Build Apps Easily with Firebase | DataHour by Prakhar Srivastav | Senior Software Engineer at Google
Analytics Vidhya Beginner 3y ago
Python tip #3: Write comparisons in one go
RAG & Vector Search
Python tip #3: Write comparisons in one go
AssemblyAI Beginner 3y ago
Jordan Peterson Interviews on Motivation, How to Be the Best Version of Yourself & Discipline!
RAG & Vector Search
Jordan Peterson Interviews on Motivation, How to Be the Best Version of Yourself & Discipline!
Evan Carmichael Beginner 3y ago
Python tip #2: Use Product to quickly iterate through lists
RAG & Vector Search
Python tip #2: Use Product to quickly iterate through lists
AssemblyAI Beginner 3y ago
Tools to Improve Training Data - Vincent Warmerdam - Talking Language AI Ep#2
RAG & Vector Search
Tools to Improve Training Data - Vincent Warmerdam - Talking Language AI Ep#2
Cohere Beginner 3y ago
Python tip #1: how to combine list, tuple and set
RAG & Vector Search
Python tip #1: how to combine list, tuple and set
AssemblyAI Beginner 3y ago
Lecture 19: Compact Subsets of a Hilbert Space and Finite-Rank Operators
RAG & Vector Search
Lecture 19: Compact Subsets of a Hilbert Space and Finite-Rank Operators
MIT OpenCourseWare Beginner 3y ago
Lecture 20: Compact Operators and the Spectrum of a Bounded Linear Operator on a Hilbert Space
RAG & Vector Search
Lecture 20: Compact Operators and the Spectrum of a Bounded Linear Operator on a Hilbert Space
MIT OpenCourseWare Beginner 3y ago
Lecture 10: Simple Functions
RAG & Vector Search
Lecture 10: Simple Functions
MIT OpenCourseWare Beginner 3y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Optimizing Cost with Google Cloud Storage
๐Ÿ“š Coursera Course โ†—
Self-paced
Optimizing Cost with Google Cloud Storage
Opens on Coursera โ†—
Creativity Toolkit II: Creative Collaboration
๐Ÿ“š Coursera Course โ†—
Self-paced
Creativity Toolkit II: Creative Collaboration
Opens on Coursera โ†—
LangChain Chat with Your Data
๐Ÿ“š Coursera Course โ†—
Self-paced
LangChain Chat with Your Data
Opens on Coursera โ†—
Kubernetes for the Absolute Beginners with Hands-on Labs
๐Ÿ“š Coursera Course โ†—
Self-paced
Kubernetes for the Absolute Beginners with Hands-on Labs
Opens on Coursera โ†—
Govern Healthcare Data: Protect Patient Privacy
๐Ÿ“š Coursera Course โ†—
Self-paced
Govern Healthcare Data: Protect Patient Privacy
Opens on Coursera โ†—
RAG Systems and Production Operations
๐Ÿ“š Coursera Course โ†—
Self-paced
RAG Systems and Production Operations
Opens on Coursera โ†—