Core AI

RAG & Vector Search

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

5,274
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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99% of people overcomplicate making money online (It’s actually easy)
RAG & Vector Search ⚡ AI Lesson
99% of people overcomplicate making money online (It’s actually easy)
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RAG & Vector Search ⚡ AI Lesson
What Is Uncanny Valley Phenomenon? Bob van Lujit, CEO Of Weaviate, Explains
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RAG & Vector Search ⚡ AI Lesson
3 Python Developer Roadmaps - That Actually Work...
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Join us in RAG Time this March!
RAG & Vector Search
Join us in RAG Time this March!
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Explaining RAG in under 5 minutes
RAG & Vector Search
Explaining RAG in under 5 minutes
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RAG & Vector Search ⚡ AI Lesson
Terence Tao continuing history’s cleverest cosmological measurements
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RAG & Vector Search ⚡ AI Lesson
How to build your own Chrome extension and customize your web experience
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RAG & Vector Search ⚡ AI Lesson
How MasterCard Improved Customer Support Time with AI-Powered Automation
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Look At Your ****ing Data 👀 // Kenny Daniel // MLOps Podcast #292
RAG & Vector Search
Look At Your ****ing Data 👀 // Kenny Daniel // MLOps Podcast #292
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How to Stay Grounded and Keep Pushing
RAG & Vector Search
How to Stay Grounded and Keep Pushing
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How Pinecone Coined the Term 'Vector Database'
RAG & Vector Search
How Pinecone Coined the Term 'Vector Database'
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Should Beginner Programmers Use AI? (It’s Not That Simple…)
RAG & Vector Search ⚡ AI Lesson
Should Beginner Programmers Use AI? (It’s Not That Simple…)
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RAG & Vector Search ⚡ AI Lesson
Is it time to worry about bird flu?
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Terence Tao on the cosmic distance ladder
RAG & Vector Search
Terence Tao on the cosmic distance ladder
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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
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 ⚡ AI Lesson
Mr. Maeda's Cozy AI Kitchen - AI & Exploration, with Corey Jaskolski
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Red Bull's Secret Origin Will Shock You! 🐂⚡ #shorts
RAG & Vector Search
Red Bull's Secret Origin Will Shock You! 🐂⚡ #shorts
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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
Lecture 7: Soundness of the Fiat-Shamir Paradigm in the Standard Model, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Soundness of the Fiat-Shamir Paradigm in the Standard Model, Part 1
MIT OpenCourseWare Beginner 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
Why Fine-Tuning Beats RAG for Sentiment Analysis
RAG & Vector Search
Why Fine-Tuning Beats RAG for Sentiment Analysis
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How to use custom JAX kernels with Pallas
RAG & Vector Search
How to use custom JAX kernels with Pallas
Google Cloud Tech Beginner 1y ago
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RAG & Vector Search
10 Tips to Become REALLY Good at Python
ArjanCodes Beginner 1y ago
The Best-Paying Jobs Are in These Industries
RAG & Vector Search
The Best-Paying Jobs Are in These Industries
Jean Lee Beginner 1y ago
What is Retrieval Augmented Generation (RAG) ? Simplified Explanation
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RAG & Vector Search ⚡ AI Lesson
What is Retrieval Augmented Generation (RAG) ? Simplified Explanation
GetDevOpsReady Beginner 1y ago
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RAG & Vector Search
How AlloyDB Powers Nuro's Autonomous Driving Revolution
Google Cloud Beginner 1y ago
5 AI Video Tools to Transform Your Business
RAG & Vector Search
5 AI Video Tools to Transform Your Business
Zapier Beginner 1y ago
Speed Race in the Mine Cart! 🎉🐻 | VeeFriends 🐈‍⬛ | NEW! | Full Episodes
RAG & Vector Search
Speed Race in the Mine Cart! 🎉🐻 | VeeFriends 🐈‍⬛ | NEW! | Full Episodes
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RAG & Vector Search
Alberto Mondi | Embracing Diversity and Finding Your Place in a Globalized World | Talks at Google
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RAG & Vector Search
Creating W&B team with an S3 bucket using terraform
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RAG & Vector Search ⚡ AI Lesson
#275 Did Gen AI Kill NLP? with Meri Nova, Technical Founder at Break into Data
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RAG & Vector Search ⚡ AI Lesson
SQL Data Filtering: Using WHERE and Aggregate Functions
DataCamp Beginner 1y ago
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RAG & Vector Search ⚡ AI Lesson
Twilio Eng VP on Data Intelligence & AI at AWS re:Invent 2024
Databricks Beginner 1y ago
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RAG & Vector Search
AI Waves #6 | Discussion about NFTs and the Metaverse in Business
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RAG & Vector Search
How to Crack Gate CSE Exam in Just 30 Days ? | Ultimate Roadmap | @GfG_GATE
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RAG & Vector Search
Why People in Japan can't Resign?
GeeksforGeeks Beginner 1y ago
Retrieval-Augmented Generation (RAG) Explained: Embedding Models & Vector Databases Simplified
RAG & Vector Search
Retrieval-Augmented Generation (RAG) Explained: Embedding Models & Vector Databases Simplified
Bytes of AI Beginner 1y ago
Faunwell! 🌿💚
RAG & Vector Search ⚡ AI Lesson
Faunwell! 🌿💚
Hard Fork (NYT) Beginner 1y ago
【Rusty Lake Paradise】 do you remember comfy members puzzle games? | #7
RAG & Vector Search ⚡ AI Lesson
【Rusty Lake Paradise】 do you remember comfy members puzzle games? | #7
Hard Fork (NYT) Beginner 1y ago
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RAG & Vector Search ⚡ AI Lesson
7 Rules For Learning to Code in 2025...and should you?
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You Use This Python Feature Everyday - But Never Learned It...
RAG & Vector Search ⚡ AI Lesson
You Use This Python Feature Everyday - But Never Learned It...
Tech With Tim Beginner 1y ago
【3 Years of Membership】 Celebrating together!!
RAG & Vector Search ⚡ AI Lesson
【3 Years of Membership】 Celebrating together!!
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【Members Only】 Spooky Story Reading~
RAG & Vector Search ⚡ AI Lesson
【Members Only】 Spooky Story Reading~
Hard Fork (NYT) Beginner 1y ago
【Rusty Lake Paradise】 The mystery continues! (finally) | #6
RAG & Vector Search ⚡ AI Lesson
【Rusty Lake Paradise】 The mystery continues! (finally) | #6
Hard Fork (NYT) Beginner 1y ago
【Members Only】 Fauna softly reads wikipedia to you
RAG & Vector Search ⚡ AI Lesson
【Members Only】 Fauna softly reads wikipedia to you
Hard Fork (NYT) Beginner 1y ago
【Members Only】 Practicing my lyre harp!
RAG & Vector Search ⚡ AI Lesson
【Members Only】 Practicing my lyre harp!
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