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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GNS3 Talks: ESXi, GNS3 VM and KVM support Part 1: leverage servers and the cloud
RAG & Vector Search
GNS3 Talks: ESXi, GNS3 VM and KVM support Part 1: leverage servers and the cloud
David Bombal Intermediate 9y ago
Angular 2 & Firebase App [Part 6] - Add Listing & Storage
RAG & Vector Search ⚡ AI Lesson
Angular 2 & Firebase App [Part 6] - Add Listing & Storage
Traversy Media Intermediate 9y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 9y ago
How the BBC makes Planet Earth look like a Hollywood movie
RAG & Vector Search ⚡ AI Lesson
How the BBC makes Planet Earth look like a Hollywood movie
Vox Intermediate 9y ago
Big Data Tools and Trends
RAG & Vector Search ⚡ AI Lesson
Big Data Tools and Trends
Data Skeptic Intermediate 9y ago
HPE Network Protector SDN Application Part 9 - Demo switches interception of DNS traffic
RAG & Vector Search
HPE Network Protector SDN Application Part 9 - Demo switches interception of DNS traffic
David Bombal Intermediate 9y ago
The chord that makes Christmas music sound so Christmassy
RAG & Vector Search
The chord that makes Christmas music sound so Christmassy
Vox Intermediate 9y ago
How To Use Google AdWords Structured Snippets - Surfside PPC
RAG & Vector Search
How To Use Google AdWords Structured Snippets - Surfside PPC
Surfside PPC Intermediate 9y ago
Digital IQ Index® - Beauty: US 2016
RAG & Vector Search
Digital IQ Index® - Beauty: US 2016
Gartner for Marketing Intermediate 9y ago
Why are there so many types of apples? - Theresa Doud
RAG & Vector Search
Why are there so many types of apples? - Theresa Doud
TED-Ed Intermediate 9y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 9y ago
Intelligence Report: Video 2016
RAG & Vector Search
Intelligence Report: Video 2016
Gartner for Marketing Intermediate 9y ago
Google Sites - Deeper Dive
RAG & Vector Search
Google Sites - Deeper Dive
Dean Stokes - Tech Tutorials Intermediate 10y ago
Simple Angular 2 App With Angular CLI
RAG & Vector Search ⚡ AI Lesson
Simple Angular 2 App With Angular CLI
Traversy Media Intermediate 10y ago
MozCon 2014 - 12 - Mark Traphagen - Google+ Game of Thrones: Claiming Your Brand Kingdom
RAG & Vector Search
MozCon 2014 - 12 - Mark Traphagen - Google+ Game of Thrones: Claiming Your Brand Kingdom
Moz Intermediate 10y ago
MozCon 2014 - 14 - Zeph Snapp - More than Words: Localizing Your International Content
RAG & Vector Search
MozCon 2014 - 14 - Zeph Snapp - More than Words: Localizing Your International Content
Moz Intermediate 10y ago
How do I select a pandas Series from a DataFrame?
RAG & Vector Search ⚡ AI Lesson
How do I select a pandas Series from a DataFrame?
Data School Intermediate 10y ago
The most lightning-struck place on Earth - Graeme Anderson
RAG & Vector Search
The most lightning-struck place on Earth - Graeme Anderson
TED-Ed Intermediate 10y ago
Designers for Paris
RAG & Vector Search
Designers for Paris
DesignCourse Intermediate 10y ago
Ask Yoast: should I optimize all of my product pages?
RAG & Vector Search ⚡ AI Lesson
Ask Yoast: should I optimize all of my product pages?
Yoast Intermediate 10y ago
How to Launch a Nuclear Missile
RAG & Vector Search ⚡ AI Lesson
How to Launch a Nuclear Missile
Veritasium Intermediate 10y ago
HPE Network Protector SDN Application Part 6 - Demo of Physical Switch configuration
RAG & Vector Search
HPE Network Protector SDN Application Part 6 - Demo of Physical Switch configuration
David Bombal Intermediate 9y ago
Sexist coverage steals the show at 2016 Olympics
RAG & Vector Search
Sexist coverage steals the show at 2016 Olympics
Vox Intermediate 9y ago
Let’s face it — American breakfast is really dessert
RAG & Vector Search
Let’s face it — American breakfast is really dessert
Vox Intermediate 9y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 10y ago
Scott Galloway: Vine is Withering Away
RAG & Vector Search
Scott Galloway: Vine is Withering Away
Gartner for Marketing Intermediate 10y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 10y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 10y ago
How one man held his breath for 23 minutes
RAG & Vector Search
How one man held his breath for 23 minutes
Vox Intermediate 10y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 10y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 10y ago
Why alcohol doesn't come with nutrition facts
RAG & Vector Search
Why alcohol doesn't come with nutrition facts
Vox Intermediate 10y ago
German / Google Hreflang + Internationale Websites - Webmaster Central Sprechstunden-Hangout auf...
RAG & Vector Search
German / Google Hreflang + Internationale Websites - Webmaster Central Sprechstunden-Hangout auf...
Google Search Central Intermediate 10y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 10y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 10y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 10y ago
Scott Galloway: Vloggers Outshine Celebrities
RAG & Vector Search
Scott Galloway: Vloggers Outshine Celebrities
Gartner for Marketing Intermediate 10y ago
Every Serena Williams win comes with a side of racism and sexism
RAG & Vector Search
Every Serena Williams win comes with a side of racism and sexism
Vox Intermediate 10y ago
Why tragedies are alluring - David E. Rivas
RAG & Vector Search
Why tragedies are alluring - David E. Rivas
TED-Ed Intermediate 11y ago
The Charleston shooting is part of a long history of anti-black terrorism
RAG & Vector Search
The Charleston shooting is part of a long history of anti-black terrorism
Vox Intermediate 11y ago
Digital IQ Index®: Personal Care: China 2015
RAG & Vector Search
Digital IQ Index®: Personal Care: China 2015
Gartner for Marketing Intermediate 11y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 11y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 11y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 11y ago
Why March Madness is more exciting than the NBA
RAG & Vector Search
Why March Madness is more exciting than the NBA
Vox Intermediate 11y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 11y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 11y ago
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
RAG & Vector Search
German / Google Webmaster Central Sprechstunden-Hangout auf Deutsch
Google Search Central Intermediate 11y ago
📚 Continue on Coursera External links · Free to audit
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RAG From Zero
📚 External: Coursera ↗
Self-paced
RAG From Zero
Opens on Coursera ↗
Understanding and Applying Text Embeddings
📚 External: Coursera ↗
Self-paced
Understanding and Applying Text Embeddings
Opens on Coursera ↗
Applied Generative AI & NLP with Python
📚 External: Coursera ↗
Self-paced
Applied Generative AI & NLP with Python
Opens on Coursera ↗
Retrieval Augmented Generation (RAG)
📚 External: Coursera ↗
Self-paced
Retrieval Augmented Generation (RAG)
Opens on Coursera ↗
Building RAG Systems with Open Models
📚 External: Coursera ↗
Self-paced
Building RAG Systems with Open Models
Opens on Coursera ↗
Learn GitHub Flavored Markdown
📚 External: Coursera ↗
Self-paced
Learn GitHub Flavored Markdown
Opens on Coursera ↗