Core AI

RAG & Vector Search

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

5,275
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
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Will vector databases survive any longer?
RAG & Vector Search
Will vector databases survive any longer?
Underfitted Advanced 1y ago
Look At Your ****ing Data ๐Ÿ‘€ // Kenny Daniel // MLOps Podcast #292
RAG & Vector Search
Look At Your ****ing Data ๐Ÿ‘€ // Kenny Daniel // MLOps Podcast #292
MLOps.community Beginner 1y ago
AKA Foods: Powering food innovation with Google Cloud
RAG & Vector Search
AKA Foods: Powering food innovation with Google Cloud
Google Cloud Intermediate 1y ago
How to Stay Grounded and Keep Pushing
RAG & Vector Search
How to Stay Grounded and Keep Pushing
Evan Carmichael Beginner 1y ago
Patagoniaโ€™s Shocking Anti-Black Friday Ad! ๐ŸงฅโŒ #shorts
RAG & Vector Search
Patagoniaโ€™s Shocking Anti-Black Friday Ad! ๐ŸงฅโŒ #shorts
Jacky Chou from Indexsy Intermediate 1y ago
3 Link Building Strategies That Actually Work in 2025 (With Real Examples)
4:34
RAG & Vector Search โšก AI Lesson
3 Link Building Strategies That Actually Work in 2025 (With Real Examples)
Randy The News Guy Intermediate 1y ago
How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites)
RAG & Vector Search
How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites)
Dave Ebbelaar Intermediate 1y ago
I encourage you master this coding skill that will make you stand out as a software developer.
RAG & Vector Search โšก AI Lesson
I encourage you master this coding skill that will make you stand out as a software developer.
Tech With Tim Intermediate 1y ago
How Pinecone Coined the Term 'Vector Database'
RAG & Vector Search
How Pinecone Coined the Term 'Vector Database'
AssemblyAI Beginner 1y ago
Should Beginner Programmers Use AI? (Itโ€™s Not That Simpleโ€ฆ)
RAG & Vector Search โšก AI Lesson
Should Beginner Programmers Use AI? (Itโ€™s Not That Simpleโ€ฆ)
Tech With Tim Beginner 1y ago
Is it time to worry about bird flu?
RAG & Vector Search โšก AI Lesson
Is it time to worry about bird flu?
Vox Beginner 1y ago
98% of you will fail in IT job Market in 2025 ๐Ÿคฏ| Episode#01-Podcast with AI Coach John in Tamil
RAG & Vector Search
98% of you will fail in IT job Market in 2025 ๐Ÿคฏ| Episode#01-Podcast with AI Coach John in Tamil
AI Coach John (Tamil) Intermediate 1y ago
RAG and the MongoDB Document Model: Ben Flast
RAG & Vector Search โšก AI Lesson
RAG and the MongoDB Document Model: Ben Flast
AI Engineer Intermediate 1y ago
Terence Tao on the cosmic distance ladder
RAG & Vector Search
Terence Tao on the cosmic distance ladder
3Blue1Brown Beginner 1y ago
90 Years, No Excuses - The Mindset That Built a Life of Success and Happiness!
RAG & Vector Search
90 Years, No Excuses - The Mindset That Built a Life of Success and Happiness!
Evan Carmichael Intermediate 1y ago
[Full Workshop] Llama 3 at 1,000 tok/s on the SambaNova AI Platform
RAG & Vector Search โšก AI Lesson
[Full Workshop] Llama 3 at 1,000 tok/s on the SambaNova AI Platform
AI Engineer Intermediate 1y ago
#281 Developing AI Products That Impact Your Business | Venky Veeraraghavan, CPO at DataRobot
RAG & Vector Search โšก AI Lesson
#281 Developing AI Products That Impact Your Business | Venky Veeraraghavan, CPO at DataRobot
DataCamp Intermediate 1y ago
SiteRAG - Open Source Chrome Extension for RAG
RAG & Vector Search โšก AI Lesson
SiteRAG - Open Source Chrome Extension for RAG
LangChain Intermediate 1y ago
N8N Tutorial: Creating a RAG Agent in n8n for Beginners! (Full Guide)
RAG & Vector Search
N8N Tutorial: Creating a RAG Agent in n8n for Beginners! (Full Guide)
AI Foundations Beginner 1y ago
RAG with BigQuery
RAG & Vector Search
RAG with BigQuery
Google Cloud Intermediate 1y ago
Building Multimodal Search with Milvus: Combining Images and Text for Better Search Results
RAG & Vector Search
Building Multimodal Search with Milvus: Combining Images and Text for Better Search Results
AWS Developers Intermediate 1y ago
Career Spotlight: IT Business Analyst
RAG & Vector Search
Career Spotlight: IT Business Analyst
Coursera Beginner 1y ago
Mr. Maeda's Cozy AI Kitchen - AI & Exploration, with Corey Jaskolski
RAG & Vector Search โšก AI Lesson
Mr. Maeda's Cozy AI Kitchen - AI & Exploration, with Corey Jaskolski
Microsoft Developer Beginner 1y ago
Red Bull's Secret Origin Will Shock You! ๐Ÿ‚โšก #shorts
RAG & Vector Search
Red Bull's Secret Origin Will Shock You! ๐Ÿ‚โšก #shorts
Jacky Chou from Indexsy Beginner 1y ago
Why Canada Goose Is So Expensive | So Expensive | Business Insider
RAG & Vector Search
Why Canada Goose Is So Expensive | So Expensive | Business Insider
Business Insider Beginner 1y ago
No Priors Ep. 99 | With Rick Caruso
RAG & Vector Search
No Priors Ep. 99 | With Rick Caruso
No Priors: AI, Machine Learning, Tech, & Startups Beginner 1y ago
What The Fed's January Announcement Means For Savings Rates | Maximize Your Savings in 2025
RAG & Vector Search
What The Fed's January Announcement Means For Savings Rates | Maximize Your Savings in 2025
Business Insider Intermediate 1y ago
Lecture 4: PCP via GKR and Interactive Arguments, Part 1
RAG & Vector Search โšก AI Lesson
Lecture 4: PCP via GKR and Interactive Arguments, Part 1
MIT OpenCourseWare Advanced 1y ago
Lecture 3: Continuation of the GKR Protocol and Corollaries
RAG & Vector Search โšก AI Lesson
Lecture 3: Continuation of the GKR Protocol and Corollaries
MIT OpenCourseWare Intermediate 1y ago
End to End Project - RAG on Bhagvat Geeta : Sri Krishna as Your Personal Guide (Re-uploaded)
RAG & Vector Search โšก AI Lesson
End to End Project - RAG on Bhagvat Geeta : Sri Krishna as Your Personal Guide (Re-uploaded)
Abheeshth Intermediate 1y ago
Why Fine-Tuning Beats RAG for Sentiment Analysis
RAG & Vector Search
Why Fine-Tuning Beats RAG for Sentiment Analysis
Real Python Beginner 1y ago
Lecture 7: Soundness of the Fiat-Shamir Paradigm in the Standard Model, Part 1
RAG & Vector Search โšก AI Lesson
Lecture 7: Soundness of the Fiat-Shamir Paradigm in the Standard Model, Part 1
MIT OpenCourseWare Beginner 1y ago
Lecture 5: The Kilian-Micali Protocol, Part 1
RAG & Vector Search
Lecture 5: The Kilian-Micali Protocol, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lecture 8: Succinct Non-Interactive Arguments for Batch NP (BARGs) from LWE, Part 1
RAG & Vector Search
Lecture 8: Succinct Non-Interactive Arguments for Batch NP (BARGs) from LWE, Part 1
MIT OpenCourseWare Advanced 1y ago
Lecture 2: Doubly Efficient Interactive Proofs, Part 1
RAG & Vector Search
Lecture 2: Doubly Efficient Interactive Proofs, Part 1
MIT OpenCourseWare Advanced 1y ago
Lecture 8: Succinct Non-Interactive Arguments for Batch NP (BARGs) from LWE, Part 2
RAG & Vector Search
Lecture 8: Succinct Non-Interactive Arguments for Batch NP (BARGs) from LWE, Part 2
MIT OpenCourseWare Advanced 1y ago
Lecture 6: Fiat-Shamir Paradigm and Zero-Knowledge Proofs, Part 2
RAG & Vector Search
Lecture 6: Fiat-Shamir Paradigm and Zero-Knowledge Proofs, Part 2
MIT OpenCourseWare Advanced 1y ago
Lecture 9: BARGs Implies SNARGs and Connection to Non-Signaling PCPs, Part 2
RAG & Vector Search
Lecture 9: BARGs Implies SNARGs and Connection to Non-Signaling PCPs, Part 2
MIT OpenCourseWare Advanced 1y ago
Lecture 6: Fiat-Shamir Paradigm and Zero-Knowledge Proofs, Part 1
RAG & Vector Search โšก AI Lesson
Lecture 6: Fiat-Shamir Paradigm and Zero-Knowledge Proofs, Part 1
MIT OpenCourseWare Advanced 1y ago
Lecture 4: PCP via GKR and Interactive Arguments, Part 2
RAG & Vector Search
Lecture 4: PCP via GKR and Interactive Arguments, Part 2
MIT OpenCourseWare Advanced 1y ago
Lecture 7: Soundness of the Fiat-Shamir Paradigm in the Standard Model, Part 2
RAG & Vector Search
Lecture 7: Soundness of the Fiat-Shamir Paradigm in the Standard Model, Part 2
MIT OpenCourseWare Beginner 1y ago
Lecture 2: Doubly Efficient Interactive Proofs, Part 2
RAG & Vector Search
Lecture 2: Doubly Efficient Interactive Proofs, Part 2
MIT OpenCourseWare Advanced 1y ago
Lecture 5: The Kilian-Micali Protocol, Part 2
RAG & Vector Search
Lecture 5: The Kilian-Micali Protocol, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 9: BARGs Implies SNARGs and Connection to Non-Signaling PCPs, Part 1
RAG & Vector Search
Lecture 9: BARGs Implies SNARGs and Connection to Non-Signaling PCPs, Part 1
MIT OpenCourseWare Advanced 1y ago
Lecture 1: Interactive Proofs and the Sum-Check Protocol, Part 2
RAG & Vector Search โšก AI Lesson
Lecture 1: Interactive Proofs and the Sum-Check Protocol, Part 2
MIT OpenCourseWare Advanced 1y ago
Lecture 1: Interactive Proofs and the Sum-Check Protocol, Part 1
RAG & Vector Search
Lecture 1: Interactive Proofs and the Sum-Check Protocol, Part 1
MIT OpenCourseWare Advanced 1y ago
7 Rules For Learning to Code in 2025...and should you?
RAG & Vector Search โšก AI Lesson
7 Rules For Learning to Code in 2025...and should you?
Tech With Tim Beginner 1y ago
You Use This Python Feature Everyday - But Never Learned It...
RAG & Vector Search โšก AI Lesson
You Use This Python Feature Everyday - But Never Learned It...
Tech With Tim Beginner 1y ago
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