Core AI

RAG & Vector Search

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

4,933
lessons
Skills in this topic
View full skill map →
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
Videos 3,466 Reads 1,467
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
Class 11: Coronavirus Crisis & Finance
RAG & Vector Search
Class 11: Coronavirus Crisis & Finance
MIT OpenCourseWare Intermediate 5y ago
Class 12: Conclusion
RAG & Vector Search
Class 12: Conclusion
MIT OpenCourseWare Intermediate 5y ago
Dealing with Doubt in Data Science (My Impostor Syndrome Story)
RAG & Vector Search
Dealing with Doubt in Data Science (My Impostor Syndrome Story)
Ken Jee Intermediate 5y ago
German / Google SEO Sprechstunden auf Deutsch vom 15. Oktober 2020
RAG & Vector Search
German / Google SEO Sprechstunden auf Deutsch vom 15. Oktober 2020
Google Search Central Intermediate 5y ago
Closing Remarks: Raghav Gupta, MD, Coursera - India & APAC [Building the University of the Future]
RAG & Vector Search
Closing Remarks: Raghav Gupta, MD, Coursera - India & APAC [Building the University of the Future]
Coursera Intermediate 5y ago
Get Your Dream Job in 2020 w/ Petrula Vrontikis
RAG & Vector Search
Get Your Dream Job in 2020 w/ Petrula Vrontikis
The Futur Intermediate 5y ago
Mk6 GTI Deep Cleaning Before Winter (Satisfying)
RAG & Vector Search ⚡ AI Lesson
Mk6 GTI Deep Cleaning Before Winter (Satisfying)
mk8Matt Intermediate 5y ago
How To Go From Zero to 100,000 Subscribers on YouTube - YouTube Unlocked - Module 1 - Lesson 1
RAG & Vector Search
How To Go From Zero to 100,000 Subscribers on YouTube - YouTube Unlocked - Module 1 - Lesson 1
Neil Patel Intermediate 5y ago
Create devops workspaces in Microsoft Teams
RAG & Vector Search
Create devops workspaces in Microsoft Teams
Microsoft 365 Developer Intermediate 5y ago
Elevate user experiences with Microsoft Teams and Adaptive Cards
RAG & Vector Search
Elevate user experiences with Microsoft Teams and Adaptive Cards
Microsoft 365 Developer Intermediate 5y ago
MK6 GTI Exhaust - BEST MK6 GTI EXHAUST! Pops & Bangs DSG Farts Launch Control & Turbo
RAG & Vector Search ⚡ AI Lesson
MK6 GTI Exhaust - BEST MK6 GTI EXHAUST! Pops & Bangs DSG Farts Launch Control & Turbo
mk8Matt Intermediate 5y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 13. August 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 13. August 2020
Google Search Central Intermediate 5y ago
A message for our community
RAG & Vector Search
A message for our community
Coursera Intermediate 5y ago
Image compression deep-dive
RAG & Vector Search
Image compression deep-dive
Chrome for Developers Intermediate 5y ago
Shift as Far Left as You Can to Protect Cloud Native Applications
RAG & Vector Search
Shift as Far Left as You Can to Protect Cloud Native Applications
The New Stack Intermediate 6y ago
Becoming a Content Warrior
RAG & Vector Search
Becoming a Content Warrior
Income School Intermediate 6y ago
Protests aren't what they look like on TV
RAG & Vector Search ⚡ AI Lesson
Protests aren't what they look like on TV
Vox Intermediate 6y ago
WinSCP: Yeah you know me! | SANS@MIC Talk
RAG & Vector Search
WinSCP: Yeah you know me! | SANS@MIC Talk
SANS Institute Intermediate 6y ago
Storytelling | erzähle eine fesselnde Geschichte
5:58
RAG & Vector Search ⚡ AI Lesson
Storytelling | erzähle eine fesselnde Geschichte
sevdesk Intermediate 6y ago
6 Signs Your Site is Going to Fail
RAG & Vector Search
6 Signs Your Site is Going to Fail
Income School Intermediate 6y ago
No Code Visualization using esquisse with Tableau-like Drag and Drop GUI in R
RAG & Vector Search
No Code Visualization using esquisse with Tableau-like Drag and Drop GUI in R
1littlecoder Intermediate 6y ago
The Chasm | Think Like A Coder, Ep 6
RAG & Vector Search
The Chasm | Think Like A Coder, Ep 6
TED-Ed Intermediate 6y ago
Lessons Learned Applying ATT&CK-Based SOC Assessments | SANS Security Operations Summit 2019
RAG & Vector Search
Lessons Learned Applying ATT&CK-Based SOC Assessments | SANS Security Operations Summit 2019
SANS Institute Intermediate 6y ago
Class 8: Challenger Banks
RAG & Vector Search
Class 8: Challenger Banks
MIT OpenCourseWare Intermediate 5y ago
Building zero friction apps on Teams with SSO and Microsoft Graph
RAG & Vector Search
Building zero friction apps on Teams with SSO and Microsoft Graph
Microsoft 365 Developer Intermediate 5y ago
11. More on spacetime curvature.
RAG & Vector Search ⚡ AI Lesson
11. More on spacetime curvature.
MIT OpenCourseWare Intermediate 5y ago
16. Gravitational radiation I
RAG & Vector Search
16. Gravitational radiation I
MIT OpenCourseWare Intermediate 5y ago
17. Gravitational radiation II
RAG & Vector Search
17. Gravitational radiation II
MIT OpenCourseWare Intermediate 5y ago
20. Spherical compact sources I
RAG & Vector Search
20. Spherical compact sources I
MIT OpenCourseWare Intermediate 5y ago
22. Black holes I
RAG & Vector Search
22. Black holes I
MIT OpenCourseWare Intermediate 5y ago
16. Input Markets II—Labor and Capital
RAG & Vector Search
16. Input Markets II—Labor and Capital
MIT OpenCourseWare Intermediate 5y ago
23. Market Failures I: Externalities
RAG & Vector Search
23. Market Failures I: Externalities
MIT OpenCourseWare Intermediate 5y ago
20. Uncertainty
RAG & Vector Search ⚡ AI Lesson
20. Uncertainty
MIT OpenCourseWare Intermediate 5y ago
24. Market Failures II: Informational Asymmetry
RAG & Vector Search
24. Market Failures II: Informational Asymmetry
MIT OpenCourseWare Intermediate 5y ago
10. Welfare Economics
RAG & Vector Search ⚡ AI Lesson
10. Welfare Economics
MIT OpenCourseWare Intermediate 5y ago
12. Monopoly II
RAG & Vector Search ⚡ AI Lesson
12. Monopoly II
MIT OpenCourseWare Intermediate 5y ago
4. Demand Curves and Income/Substitution Effects
RAG & Vector Search
4. Demand Curves and Income/Substitution Effects
MIT OpenCourseWare Intermediate 5y ago
23. Market Failures I: Externalities
RAG & Vector Search
23. Market Failures I: Externalities
MIT OpenCourseWare Intermediate 5y ago
25. Health Economics
RAG & Vector Search
25. Health Economics
MIT OpenCourseWare Intermediate 5y ago
14. Oligopoly II
RAG & Vector Search
14. Oligopoly II
MIT OpenCourseWare Intermediate 5y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 14. Mai 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 14. Mai 2020
Google Search Central Intermediate 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 30. April 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 30. April 2020
Google Search Central Intermediate 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 2. April 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 2. April 2020
Google Search Central Intermediate 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 26. März 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 26. März 2020
Google Search Central Intermediate 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 5. Maerz 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 5. Maerz 2020
Google Search Central Intermediate 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 20. Februar 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 20. Februar 2020
Google Search Central Intermediate 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 23. Januar 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 23. Januar 2020
Google Search Central Intermediate 6y ago
German / Google Webmaster Central Sprechstunden auf Deutsch vom 9. Januar 2020
RAG & Vector Search
German / Google Webmaster Central Sprechstunden auf Deutsch vom 9. Januar 2020
Google Search Central Intermediate 6y ago
📚 Continue on Coursera External links · Free to audit
1 / 3 View all →
Utilize LinkedIn for Career Search
📚 External: Coursera ↗
Self-paced
Utilize LinkedIn for Career Search
Opens on Coursera ↗
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
📚 External: Coursera ↗
Self-paced
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
Opens on Coursera ↗
Build AI Agents with Enterprise Databases
📚 External: Coursera ↗
Self-paced
Build AI Agents with Enterprise Databases
Opens on Coursera ↗
Python for OOP - The A to Z OOP Python Programming Course
📚 External: Coursera ↗
Self-paced
Python for OOP - The A to Z OOP Python Programming Course
Opens on Coursera ↗
Learn GitHub Flavored Markdown
📚 External: Coursera ↗
Self-paced
Learn GitHub Flavored Markdown
Opens on Coursera ↗
Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
📚 External: Coursera ↗
Self-paced
Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
Opens on Coursera ↗