Core AI

RAG & Vector Search

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

5,308
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
Fitness Freak - The Anthem ๐Ÿ’ช |  Gym Motivation Song | Code Infinity
RAG & Vector Search
Fitness Freak - The Anthem ๐Ÿ’ช | Gym Motivation Song | Code Infinity
CODE INFINITY Intermediate 9mo ago
[Demo] Lakeflow Designer: No-Code ETL, Powered by the Data Intelligence Platform
RAG & Vector Search โšก AI Lesson
[Demo] Lakeflow Designer: No-Code ETL, Powered by the Data Intelligence Platform
Databricks Intermediate 9mo ago
Should We Optimize for Google's AI Mode? | Whiteboard Friday | Chima Mmeje
RAG & Vector Search
Should We Optimize for Google's AI Mode? | Whiteboard Friday | Chima Mmeje
Moz Beginner 10mo ago
From UPSC Aspirant to โ‚น72 LPA at Rolls Royce! ๐Ÿ˜ฑ๐Ÿ”ฅ
RAG & Vector Search
From UPSC Aspirant to โ‚น72 LPA at Rolls Royce! ๐Ÿ˜ฑ๐Ÿ”ฅ
GeeksforGeeks Beginner 10mo ago
Pixel Pirate #DevToolTips
RAG & Vector Search โšก AI Lesson
Pixel Pirate #DevToolTips
Chrome for Developers Beginner 10mo ago
Lecture 4: State Machines
RAG & Vector Search
Lecture 4: State Machines
MIT OpenCourseWare Beginner 10mo ago
Lecture 3: Casework and Strong Induction
RAG & Vector Search
Lecture 3: Casework and Strong Induction
MIT OpenCourseWare Advanced 10mo ago
The Rise Of A New Generation Of Linux Users
RAG & Vector Search โšก AI Lesson
The Rise Of A New Generation Of Linux Users
Brodie Robertson Intermediate 10mo ago
POC to PROD: Hard Lessons from 200+ Enterprise GenAI Deployments - Randall Hunt, Caylent
RAG & Vector Search โšก AI Lesson
POC to PROD: Hard Lessons from 200+ Enterprise GenAI Deployments - Randall Hunt, Caylent
AI Engineer Intermediate 10mo ago
Supply Chain Forum 2025: Adversary Components in Critical Infrastructure
RAG & Vector Search โšก AI Lesson
Supply Chain Forum 2025: Adversary Components in Critical Infrastructure
SANS Institute Advanced 10mo ago
How to become a Python developer FAST
RAG & Vector Search โšก AI Lesson
How to become a Python developer FAST
Tech With Tim Beginner 10mo ago
How do I know my RAG system isn't missing anything important?
RAG & Vector Search โšก AI Lesson
How do I know my RAG system isn't missing anything important?
Microsoft Developer Intermediate 10mo ago
๐Ÿ”ฅJunior vs Senior Java Developer  #shorts #simplilearn
RAG & Vector Search
๐Ÿ”ฅJunior vs Senior Java Developer #shorts #simplilearn
Simplilearn Beginner 10mo ago
How I Mastered Data Structures and Algorithms
RAG & Vector Search โšก AI Lesson
How I Mastered Data Structures and Algorithms
Tech With Tim Beginner 10mo ago
Build a Vision RAG System From Scratch: The Future of Multimodal Retrieval-Augmented Generation!
RAG & Vector Search โšก AI Lesson
Build a Vision RAG System From Scratch: The Future of Multimodal Retrieval-Augmented Generation!
The Gradient Path Intermediate 10mo ago
The Art and Science of Tomorrowโ€™s Marketing: AI, Data, and Human Connection
RAG & Vector Search
The Art and Science of Tomorrowโ€™s Marketing: AI, Data, and Human Connection
Zapier Intermediate 10mo ago
Hard truth: thereโ€™s no shortcut to long-term success.
RAG & Vector Search โšก AI Lesson
Hard truth: thereโ€™s no shortcut to long-term success.
Professor Charley T Intermediate 10mo ago
Why America Loves This Gas Station
RAG & Vector Search
Why America Loves This Gas Station
The Hustle Beginner 10mo ago
A new course on Retrieval Augmented Generation (RAG) is here!
RAG & Vector Search
A new course on Retrieval Augmented Generation (RAG) is here!
DeepLearningAI Intermediate 10mo ago
A new course on Retrieval Augmented Generation (RAG) is live!
RAG & Vector Search โšก AI Lesson
A new course on Retrieval Augmented Generation (RAG) is live!
DeepLearningAI Intermediate 10mo ago
What Does a Cloud Architect Do? Skills, Salary & Demand in 2025!
RAG & Vector Search
What Does a Cloud Architect Do? Skills, Salary & Demand in 2025!
edureka! Advanced 10mo ago
Amazon S3 Vectors - Store and query vectors at scale in S3 | Amazon Web Services
RAG & Vector Search
Amazon S3 Vectors - Store and query vectors at scale in S3 | Amazon Web Services
Amazon Web Services Advanced 10mo ago
torch.accelerator: A Unified, Device-Agnostic Runtime API for Stream-Based Accelerators - Yu Guangye
RAG & Vector Search
torch.accelerator: A Unified, Device-Agnostic Runtime API for Stream-Based Accelerators - Yu Guangye
PyTorch Advanced 10mo ago
Navigating Graph vs. Vector RAG
RAG & Vector Search
Navigating Graph vs. Vector RAG
Latent Space Intermediate 10mo ago
Lecture 11: Graphs and Coloring
RAG & Vector Search
Lecture 11: Graphs and Coloring
MIT OpenCourseWare Intermediate 10mo ago
Lecture 1: Predicates, Sets, and Proofs
RAG & Vector Search โšก AI Lesson
Lecture 1: Predicates, Sets, and Proofs
MIT OpenCourseWare Advanced 10mo ago
Lecture 13: Connectivity and Trees
RAG & Vector Search
Lecture 13: Connectivity and Trees
MIT OpenCourseWare Advanced 10mo ago
Lecture 2: Contradiction and Induction
RAG & Vector Search
Lecture 2: Contradiction and Induction
MIT OpenCourseWare Advanced 10mo ago
Lecture 24: Large Deviations: Chebyshev and Chernov Bound, Wrap Up
RAG & Vector Search โšก AI Lesson
Lecture 24: Large Deviations: Chebyshev and Chernov Bound, Wrap Up
MIT OpenCourseWare Advanced 10mo ago
Lecture 15: Relations and Counting
RAG & Vector Search โšก AI Lesson
Lecture 15: Relations and Counting
MIT OpenCourseWare Beginner 10mo ago
Lecture 17: More Counting Techniques
RAG & Vector Search โšก AI Lesson
Lecture 17: More Counting Techniques
MIT OpenCourseWare Advanced 10mo ago
Lecture 10: Cryptography
RAG & Vector Search
Lecture 10: Cryptography
MIT OpenCourseWare Advanced 10mo ago
Lecture 8: Divisibility
RAG & Vector Search
Lecture 8: Divisibility
MIT OpenCourseWare Advanced 10mo ago
Lecture 18: Probability
RAG & Vector Search โšก AI Lesson
Lecture 18: Probability
MIT OpenCourseWare Advanced 10mo ago
Lecture 22: Expectation
RAG & Vector Search โšก AI Lesson
Lecture 22: Expectation
MIT OpenCourseWare Advanced 10mo ago
Lecture 21: Random Variables
RAG & Vector Search
Lecture 21: Random Variables
MIT OpenCourseWare Advanced 10mo ago
Lecture 14: Digraphs and DAGs
RAG & Vector Search
Lecture 14: Digraphs and DAGs
MIT OpenCourseWare Advanced 10mo ago
Lecture 23: Expectation and Variance
RAG & Vector Search
Lecture 23: Expectation and Variance
MIT OpenCourseWare Advanced 10mo ago
Lecture 12: Matching
RAG & Vector Search
Lecture 12: Matching
MIT OpenCourseWare Advanced 10mo ago
Lecture 19: Conditional Probability
RAG & Vector Search
Lecture 19: Conditional Probability
MIT OpenCourseWare Beginner 10mo ago
Lecture 20: Independence
RAG & Vector Search
Lecture 20: Independence
MIT OpenCourseWare Advanced 10mo ago
Lecture 16: Counting Techniques
RAG & Vector Search
Lecture 16: Counting Techniques
MIT OpenCourseWare Advanced 10mo ago
Lecture 6: Asymptotics
RAG & Vector Search โšก AI Lesson
Lecture 6: Asymptotics
MIT OpenCourseWare Advanced 10mo ago
Lecture 7: Recurrences
RAG & Vector Search โšก AI Lesson
Lecture 7: Recurrences
MIT OpenCourseWare Intermediate 10mo ago
Lecture 9: Modular Arithmetic
RAG & Vector Search
Lecture 9: Modular Arithmetic
MIT OpenCourseWare Beginner 10mo ago
2026 OE Global Conference Save the Date Announcement
RAG & Vector Search
2026 OE Global Conference Save the Date Announcement
MIT OpenCourseWare Intermediate 10mo ago
How To Pass Coding Interviews Like the Top 1%
RAG & Vector Search โšก AI Lesson
How To Pass Coding Interviews Like the Top 1%
Tech With Tim Beginner 10mo ago
PLEASE Stop Making These Python Coding Mistakes
RAG & Vector Search โšก AI Lesson
PLEASE Stop Making These Python Coding Mistakes
Tech With Tim Beginner 10mo ago
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