Core AI

RAG & Vector Search

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

5,319
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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Introducing AWS Backup support for Amazon S3
RAG & Vector Search
Introducing AWS Backup support for Amazon S3
AWS Developers Intermediate 4y ago
Go from Zero to Deployment in Minutes with Graph Composer
RAG & Vector Search
Go from Zero to Deployment in Minutes with Graph Composer
NVIDIA Developer Beginner 4y ago
Deepfakes run the world?
RAG & Vector Search ⚡ AI Lesson
Deepfakes run the world?
AssemblyAI Beginner 4y ago
What lead Jina AI CEO Han Xiao to Neural Search?
RAG & Vector Search ⚡ AI Lesson
What lead Jina AI CEO Han Xiao to Neural Search?
Henry AI Labs Beginner 4y ago
Full Stack Neural Search
RAG & Vector Search ⚡ AI Lesson
Full Stack Neural Search
Henry AI Labs Beginner 4y ago
An Invitation to CS50x Puzzle Day 2022
RAG & Vector Search
An Invitation to CS50x Puzzle Day 2022
CS50 Beginner 4y ago
Google Ads Enhanced Conversions
RAG & Vector Search
Google Ads Enhanced Conversions
Paid Media Pros Intermediate 4y ago
Everything wrong with my Budget TDI
RAG & Vector Search ⚡ AI Lesson
Everything wrong with my Budget TDI
mk8Matt Intermediate 4y ago
Generate the Fibonacci Sequence With Python
RAG & Vector Search
Generate the Fibonacci Sequence With Python
Real Python Beginner 4y ago
Most reliable vehicle engines: Volkswagen’s ALH TDI
RAG & Vector Search ⚡ AI Lesson
Most reliable vehicle engines: Volkswagen’s ALH TDI
mk8Matt Beginner 4y ago
How Many People Should Be Invited Into a Workshop?
RAG & Vector Search ⚡ AI Lesson
How Many People Should Be Invited Into a Workshop?
AJ&Smart Beginner 4y ago
Streamlit for ML #5.3 - Publishing Components to Pip
RAG & Vector Search
Streamlit for ML #5.3 - Publishing Components to Pip
James Briggs Beginner 4y ago
Pythonizing Imgui (feat. Cython) and contributing to open source.
RAG & Vector Search
Pythonizing Imgui (feat. Cython) and contributing to open source.
mCoding Beginner 4y ago
Feature Stores at Shopify and Skyscanner // Matt Delacour and Mike Moran // Reading Group #4
RAG & Vector Search
Feature Stores at Shopify and Skyscanner // Matt Delacour and Mike Moran // Reading Group #4
MLOps.community Beginner 4y ago
Join Your Community at a SANS Cyber Security Summit | In-Person or Live Online
RAG & Vector Search ⚡ AI Lesson
Join Your Community at a SANS Cyber Security Summit | In-Person or Live Online
SANS Institute Advanced 4y ago
Data management best practices for Amazon DocumentDB - AWS Online Tech Talks
RAG & Vector Search
Data management best practices for Amazon DocumentDB - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Accessing SSDs through TCP - NVMe over TCP
RAG & Vector Search
Accessing SSDs through TCP - NVMe over TCP
Hussein Nasser Beginner 4y ago
Python lists remember what you did to them
RAG & Vector Search
Python lists remember what you did to them
mCoding Beginner 4y ago
OpenAI Embeddings API - (Interview Recap and Background)
RAG & Vector Search
OpenAI Embeddings API - (Interview Recap and Background)
Connor Shorten Beginner 4y ago
From Minority To Multi-Millionaire: The True Story of Dan Lok
RAG & Vector Search
From Minority To Multi-Millionaire: The True Story of Dan Lok
Dan Lok Beginner 4y ago
Platform Thinking: A Lemonade Case Study // Orr Shilon // MLOps Coffee Sessions #79
RAG & Vector Search
Platform Thinking: A Lemonade Case Study // Orr Shilon // MLOps Coffee Sessions #79
MLOps.community Beginner 4y ago
Integrated Water Resources Management / The Water-Energy-Food Nexus
RAG & Vector Search ⚡ AI Lesson
Integrated Water Resources Management / The Water-Energy-Food Nexus
MIT OpenCourseWare Intermediate 4y ago
The Confederated Salish-Kootenai Tribes - State of Montana Water Compact
RAG & Vector Search ⚡ AI Lesson
The Confederated Salish-Kootenai Tribes - State of Montana Water Compact
MIT OpenCourseWare Intermediate 4y ago
Database page splits | The Backend Engineering Show
RAG & Vector Search ⚡ AI Lesson
Database page splits | The Backend Engineering Show
Hussein Nasser Beginner 4y ago
Giving Back to My Most Engaged Subscribers!
RAG & Vector Search ⚡ AI Lesson
Giving Back to My Most Engaged Subscribers!
Ken Jee Beginner 4y ago
Super easy WORDLE cheat
RAG & Vector Search
Super easy WORDLE cheat
Coder Coder Beginner 4y ago
Keynote: Universal search and recommendation
RAG & Vector Search
Keynote: Universal search and recommendation
Microsoft Research Beginner 4y ago
How To Create A Budget App With React
RAG & Vector Search
How To Create A Budget App With React
Web Dev Simplified Beginner 4y ago
How to build a Q&A AI in Python (Open-domain Question-Answering)
RAG & Vector Search ⚡ AI Lesson
How to build a Q&A AI in Python (Open-domain Question-Answering)
James Briggs Intermediate 4y ago
Semantic SEO - An SEO Case Study with Google's Algorithm Analysis
RAG & Vector Search
Semantic SEO - An SEO Case Study with Google's Algorithm Analysis
Koray Tuğberk GÜBÜR Intermediate 4y ago
Weaviate and Haystack
RAG & Vector Search
Weaviate and Haystack
Connor Shorten Beginner 4y ago
Do You Need Programming Experience to Take CS50? - CS50 Reels #Shorts
RAG & Vector Search
Do You Need Programming Experience to Take CS50? - CS50 Reels #Shorts
CS50 Beginner 4y ago
SysSieve: Extracting Actionable Insights from Unstructured Text
RAG & Vector Search
SysSieve: Extracting Actionable Insights from Unstructured Text
Microsoft Research Beginner 4y ago
10 Innovative Customer Loyalty Programs (And How To Start Yours)
RAG & Vector Search
10 Innovative Customer Loyalty Programs (And How To Start Yours)
Learn With Shopify Beginner 4y ago
Code a 2D Game Engine using Java - Full Course for Beginners
RAG & Vector Search ⚡ AI Lesson
Code a 2D Game Engine using Java - Full Course for Beginners
freeCodeCamp.org Beginner 4y ago
Jordan Peterson: How To Become The Person You’ve Always Wanted To Be | E113
RAG & Vector Search
Jordan Peterson: How To Become The Person You’ve Always Wanted To Be | E113
The Diary Of A CEO Beginner 4y ago
How I Would Learn Data Science in 2022 (If I Had to Start Over)
RAG & Vector Search
How I Would Learn Data Science in 2022 (If I Had to Start Over)
Ken Jee Beginner 4y ago
My Mk6 GTI took a WATER DUMP so I fixed it as cheap as possible
RAG & Vector Search ⚡ AI Lesson
My Mk6 GTI took a WATER DUMP so I fixed it as cheap as possible
mk8Matt Intermediate 4y ago
I bought TWO Turbo Diesel Jettas for the price of ONE
RAG & Vector Search ⚡ AI Lesson
I bought TWO Turbo Diesel Jettas for the price of ONE
mk8Matt Intermediate 4y ago
Enabling Conditions for Transboundary Water Agreements
RAG & Vector Search
Enabling Conditions for Transboundary Water Agreements
MIT OpenCourseWare Intermediate 4y ago
The Past, Present and Future of the Columbia River Treaty: A Case for Modernization
RAG & Vector Search
The Past, Present and Future of the Columbia River Treaty: A Case for Modernization
MIT OpenCourseWare Intermediate 4y ago
Ganges Water Conflicts between India and Bangladesh
RAG & Vector Search
Ganges Water Conflicts between India and Bangladesh
MIT OpenCourseWare Intermediate 4y ago
Mk6 GTI Waterpump took a WaterDUMP
RAG & Vector Search ⚡ AI Lesson
Mk6 GTI Waterpump took a WaterDUMP
mk8Matt Intermediate 4y ago
The real purpose of Python's match statement, feat. CSTs
RAG & Vector Search
The real purpose of Python's match statement, feat. CSTs
mCoding Beginner 4y ago
Multi-tenancy architecture | The Backend Engineering Show
RAG & Vector Search
Multi-tenancy architecture | The Backend Engineering Show
Hussein Nasser Beginner 4y ago
CS50 2021 in HDR - Lecture 8 - HTML, CSS, JavaScript
RAG & Vector Search
CS50 2021 in HDR - Lecture 8 - HTML, CSS, JavaScript
CS50 Beginner 4y ago
CS50 2021 in HDR - Lecture 0 - Scratch
RAG & Vector Search
CS50 2021 in HDR - Lecture 0 - Scratch
CS50 Beginner 4y ago
Keras Code Search with Weaviate
RAG & Vector Search
Keras Code Search with Weaviate
Connor Shorten Beginner 4y ago
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