Core AI

RAG & Vector Search

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

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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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How Pinecone Coined the Term 'Vector Database'
RAG & Vector Search
How Pinecone Coined the Term 'Vector Database'
AssemblyAI Beginner 1y ago
RAG and the MongoDB Document Model: Ben Flast
RAG & Vector Search ⚡ AI Lesson
RAG and the MongoDB Document Model: Ben Flast
AI Engineer Intermediate 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 ⚡ AI Lesson
[Full Workshop] Llama 3 at 1,000 tok/s on the SambaNova AI Platform
AI Engineer Intermediate 1y ago
Run DeepSeek R1 Locally With Ollama | Build a Local Gradio App for RAG
RAG & Vector Search ⚡ AI Lesson
Run DeepSeek R1 Locally With Ollama | Build a Local Gradio App for RAG
DataCamp Beginner 1y ago
SiteRAG - Open Source Chrome Extension for RAG
RAG & Vector Search ⚡ AI Lesson
SiteRAG - Open Source Chrome Extension for RAG
LangChain Intermediate 1y ago
Vector database explained in a RAG context #LLM #RAG #coding
RAG & Vector Search
Vector database explained in a RAG context #LLM #RAG #coding
Med Bou | AI Tutorials Beginner 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 ⚡ 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! 🐂⚡ #shorts
RAG & Vector Search
Red Bull's Secret Origin Will Shock You! 🐂⚡ #shorts
Jacky Chou from Indexsy Beginner 1y ago
No Code Automation to Build RAG apps
RAG & Vector Search
No Code Automation to Build RAG apps
Harshit Tyagi Intermediate 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 3: Continuation of the GKR Protocol and Corollaries
RAG & Vector Search ⚡ AI Lesson
Lecture 3: Continuation of the GKR Protocol and Corollaries
MIT OpenCourseWare Intermediate 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
End to End Project - RAG on Bhagvat Geeta : Sri Krishna as Your Personal Guide (Re-uploaded)
RAG & Vector Search ⚡ 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
Build an AI-Powered App with FastAPI, Qdrant, NumPy, and Pydantic | Step-by-Step Tutorial #6
RAG & Vector Search
Build an AI-Powered App with FastAPI, Qdrant, NumPy, and Pydantic | Step-by-Step Tutorial #6
cholakovit Beginner 1y ago
Unlocking RAG : Revolutionizing Information Retrieval in AI #ai
RAG & Vector Search
Unlocking RAG : Revolutionizing Information Retrieval in AI #ai
Data Science Dojo Intermediate 1y ago
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
How to build interactive Gen AI applications with Vertex AI
RAG & Vector Search
How to build interactive Gen AI applications with Vertex AI
Google Cloud Tech Intermediate 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
0:36
RAG & Vector Search ⚡ AI Lesson
What is Retrieval Augmented Generation (RAG) ? Simplified Explanation
GetDevOpsReady Beginner 1y ago
Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python)
RAG & Vector Search ⚡ AI Lesson
Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python)
Shaw Talebi 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
PLEASE Learn This Underrated Python Feature...
RAG & Vector Search ⚡ AI Lesson
PLEASE Learn This Underrated Python Feature...
Tech With Tim Intermediate 1y ago
Retrieval Augmented Generation (RAG)
RAG & Vector Search
Retrieval Augmented Generation (RAG)
Machine Learning Studio Intermediate 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
VeeFriends Cartoons Beginner 1y ago
Alberto Mondi | Embracing Diversity and Finding Your Place in a Globalized World | Talks at Google
RAG & Vector Search
Alberto Mondi | Embracing Diversity and Finding Your Place in a Globalized World | Talks at Google
Talks at Google Beginner 1y ago
What Is an AI Engineer? (And What Do They Do?)
RAG & Vector Search
What Is an AI Engineer? (And What Do They Do?)
365 Data Science Advanced 1y ago
SQL Data Filtering: Using WHERE and Aggregate Functions
RAG & Vector Search ⚡ AI Lesson
SQL Data Filtering: Using WHERE and Aggregate Functions
DataCamp Beginner 1y ago
Master RAG with LangChain & ChromaDB: Python Tutorial for AI Beginners
RAG & Vector Search
Master RAG with LangChain & ChromaDB: Python Tutorial for AI Beginners
Bytes of AI Intermediate 1y ago
Seminar: RAG (Retrieval Augmented Generation) (11-01-2025)
RAG & Vector Search
Seminar: RAG (Retrieval Augmented Generation) (11-01-2025)
IEC Seminar Intermediate 1y ago
AI Waves #6 | Discussion about NFTs and the Metaverse in Business
RAG & Vector Search
AI Waves #6 | Discussion about NFTs and the Metaverse in Business
AI Waves Beginner 1y ago
How to Crack Gate CSE Exam in Just 30 Days ? | Ultimate Roadmap | @GfG_GATE
RAG & Vector Search
How to Crack Gate CSE Exam in Just 30 Days ? | Ultimate Roadmap | @GfG_GATE
GeeksforGeeks Beginner 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 ⚡ 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 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 ⚡ 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
📚 Continue on Coursera External links · Free to audit
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Vector Search and Embeddings
📚 External: Coursera ↗
Self-paced
Vector Search and Embeddings
Opens on Coursera ↗
Building Multimodal Data Pipelines
📚 External: Coursera ↗
Self-paced
Building Multimodal Data Pipelines
Opens on Coursera ↗
Protect and Grow Your Freelancing Business
📚 External: Coursera ↗
Self-paced
Protect and Grow Your Freelancing Business
Opens on Coursera ↗
Building RAG Systems with Open Models
📚 External: Coursera ↗
Self-paced
Building RAG Systems with Open Models
Opens on Coursera ↗
Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
📚 External: Coursera ↗
Self-paced
Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
Opens on Coursera ↗
Develop Intelligent AI Agents with OpenAI
📚 External: Coursera ↗
Self-paced
Develop Intelligent AI Agents with OpenAI
Opens on Coursera ↗