Core AI

RAG & Vector Search

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

4,144
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
Videos 3,464 Reads 680
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Emil Eifrem on Neo4j, Graph Databases, Connected Data & Graph-Native AI | Ep 08
RAG & Vector Search
Emil Eifrem on Neo4j, Graph Databases, Connected Data & Graph-Native AI | Ep 08
Data Science Dojo Intermediate 5mo ago
Inside The Failed 2020 Coup In Venezuela That Captured Ex-US Special Forces
RAG & Vector Search
Inside The Failed 2020 Coup In Venezuela That Captured Ex-US Special Forces
Business Insider Beginner 5mo ago
AST Code Parsing: Unlocking RAG for IDEs #shorts
RAG & Vector Search ⚡ AI Lesson
AST Code Parsing: Unlocking RAG for IDEs #shorts
AI Anytime Intermediate 5mo ago
Building an AI Code Assistant: How Cursor, Antigravity & Agentic IDEs Work
RAG & Vector Search ⚡ AI Lesson
Building an AI Code Assistant: How Cursor, Antigravity & Agentic IDEs Work
AI Anytime Beginner 5mo ago
Vector Databases: The Semantic Storage Layer for AI Agents
RAG & Vector Search
Vector Databases: The Semantic Storage Layer for AI Agents
The Agentic Engineer Beginner 5mo ago
What is RAG? Anchoring AI Responses in Verifiable Data
RAG & Vector Search
What is RAG? Anchoring AI Responses in Verifiable Data
The Agentic Engineer Beginner 5mo ago
Qwen3 Multimodal Embeddings: Finally, RAG That Sees
RAG & Vector Search ⚡ AI Lesson
Qwen3 Multimodal Embeddings: Finally, RAG That Sees
Sam Witteveen Intermediate 5mo ago
Complete Azure AI Search Masterclass! | Beginner to Expert!
RAG & Vector Search ⚡ AI Lesson
Complete Azure AI Search Masterclass! | Beginner to Expert!
Azure Innovation Station | Azure AI Agents Beginner 5mo ago
Vector Search Tutorial | Hands-On Challenge Day 7/12
RAG & Vector Search ⚡ AI Lesson
Vector Search Tutorial | Hands-On Challenge Day 7/12
Databricks Intermediate 5mo ago
The Startup Building Parts Faster Than China
RAG & Vector Search
The Startup Building Parts Faster Than China
The Hustle Beginner 5mo ago
Multimodal AI Just Leveled Up: Alibaba’s Qwen3 Explained
RAG & Vector Search ⚡ AI Lesson
Multimodal AI Just Leveled Up: Alibaba’s Qwen3 Explained
Analytics Vidhya Beginner 5mo ago
Embeddings and features for a better system
RAG & Vector Search ⚡ AI Lesson
Embeddings and features for a better system
MLOps.community Intermediate 5mo ago
A new course on Retrieval Augmented Generation (RAG) is live!
RAG & Vector Search
A new course on Retrieval Augmented Generation (RAG) is live!
DeepLearningAI Intermediate 5mo ago
Building AI Data Pipelines at Scale 🤖📊🔧🚀
RAG & Vector Search
Building AI Data Pipelines at Scale 🤖📊🔧🚀
Matillion Intermediate 5mo ago
Warner Bros. Rejects Latest Paramount Bid
RAG & Vector Search ⚡ AI Lesson
Warner Bros. Rejects Latest Paramount Bid
Bloomberg Technology Intermediate 5mo ago
What Does It Take to Beat Nvidia?
RAG & Vector Search
What Does It Take to Beat Nvidia?
No Priors: AI, Machine Learning, Tech, & Startups Intermediate 5mo ago
Creating & Ingesting Your Own Embeddings in Weaviate | Vector Databases for Beginners | Part 7
RAG & Vector Search
Creating & Ingesting Your Own Embeddings in Weaviate | Vector Databases for Beginners | Part 7
Data Science Dojo Beginner 5mo ago
Getting creative with embeddings
RAG & Vector Search ⚡ AI Lesson
Getting creative with embeddings
MLOps.community Intermediate 5mo ago
Lenovo CTO on AI Product Rollout, Vision
RAG & Vector Search
Lenovo CTO on AI Product Rollout, Vision
Bloomberg Technology Intermediate 5mo ago
Deploy a Databricks workspace in 3 clicks
RAG & Vector Search ⚡ AI Lesson
Deploy a Databricks workspace in 3 clicks
Databricks Intermediate 5mo ago
How to Build a Voice Agent with RAG and Safety Guardrails
RAG & Vector Search
How to Build a Voice Agent with RAG and Safety Guardrails
NVIDIA Developer Beginner 5mo ago
I Made a Classic Refactoring Mistake
RAG & Vector Search ⚡ AI Lesson
I Made a Classic Refactoring Mistake
Rob Mulla Beginner 5mo ago
Project Submission Walkthrough: How to Submit Your RAG Assistant
RAG & Vector Search
Project Submission Walkthrough: How to Submit Your RAG Assistant
Ready Tensor Intermediate 6mo ago
10 things no one tells you about growing a business to $1 million a year.
RAG & Vector Search
10 things no one tells you about growing a business to $1 million a year.
Michael Tandarich Intermediate 6mo ago
5 Advanced AI Projects to Get Job-Ready in 2026
RAG & Vector Search
5 Advanced AI Projects to Get Job-Ready in 2026
Analytics Vidhya Intermediate 6mo ago
Facebook Groups are SO EASY Right Now (DO THIS NOW)
RAG & Vector Search
Facebook Groups are SO EASY Right Now (DO THIS NOW)
Jacky Chou from Indexsy Beginner 6mo ago
36. Vector Stores Explained: The Key to RAG Pipelines (Retrieval-Augmented Generation) In Hindi
RAG & Vector Search
36. Vector Stores Explained: The Key to RAG Pipelines (Retrieval-Augmented Generation) In Hindi
AI SayI Beginner 6mo ago
34. RAG Architecture Explained: Retrieval-Augmented Generation Guide In Hindi
RAG & Vector Search
34. RAG Architecture Explained: Retrieval-Augmented Generation Guide In Hindi
AI SayI Beginner 6mo ago
Open NotebookLM: FREE Local NotebookLM AI Agent!
RAG & Vector Search
Open NotebookLM: FREE Local NotebookLM AI Agent!
Julian Goldie SEO Beginner 6mo ago
How to Make 2026 The Best Year of Your Life (With AI)
RAG & Vector Search
How to Make 2026 The Best Year of Your Life (With AI)
Liam Ottley Beginner 6mo ago
IIM Bangalore Is Offering Free Courses (No Exam)
RAG & Vector Search
IIM Bangalore Is Offering Free Courses (No Exam)
Full Disclosure Intermediate 6mo ago
How to Free Your Mind and Stop Being Programmed | Earl Nightingale's Insight in 14 Minutes
RAG & Vector Search
How to Free Your Mind and Stop Being Programmed | Earl Nightingale's Insight in 14 Minutes
Evan Carmichael Intermediate 6mo ago
Master LangChain #20 | Document Loaders Complete Overview (PDF, Web, Cloud, API) #openai
RAG & Vector Search
Master LangChain #20 | Document Loaders Complete Overview (PDF, Web, Cloud, API) #openai
Tech Stack Learning Beginner 6mo ago
How Tennessee led the charge for statewide free college tuition programs #shorts
RAG & Vector Search
How Tennessee led the charge for statewide free college tuition programs #shorts
Vox Intermediate 6mo ago
How Calabrio boosted customer satisfaction by 80% and accelerated global expansion with AssemblyAI
RAG & Vector Search
How Calabrio boosted customer satisfaction by 80% and accelerated global expansion with AssemblyAI
AssemblyAI Beginner 6mo ago
Learn Faster Even If You Are Average #shorts #students #study #learning #topper #ytshorts
RAG & Vector Search ⚡ AI Lesson
Learn Faster Even If You Are Average #shorts #students #study #learning #topper #ytshorts
WebKnower Beginner 6mo ago
Lecture 3: Inclusion-Exclusion
RAG & Vector Search ⚡ AI Lesson
Lecture 3: Inclusion-Exclusion
MIT OpenCourseWare Advanced 6mo ago
Lecture 11: Basic Group Theory
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Basic Group Theory
MIT OpenCourseWare Advanced 6mo ago
Small Language Models Powering AI: The Future? #shorts #slm #slms #youtubeshorts
RAG & Vector Search ⚡ AI Lesson
Small Language Models Powering AI: The Future? #shorts #slm #slms #youtubeshorts
AI Anytime Advanced 5mo ago
CES 2024: Intel & Qualcomm Unleash CRAZY FAST Tech! #shorts. #physicalai #youtubeshorts #aishorts
RAG & Vector Search ⚡ AI Lesson
CES 2024: Intel & Qualcomm Unleash CRAZY FAST Tech! #shorts. #physicalai #youtubeshorts #aishorts
AI Anytime Intermediate 5mo ago
The Outlook for AI Regulation in 2026
RAG & Vector Search
The Outlook for AI Regulation in 2026
Bloomberg Technology Intermediate 5mo ago
18. What are Vector Databases? (Use Cases in RAG Pipelines Explained) | In Hindi
RAG & Vector Search
18. What are Vector Databases? (Use Cases in RAG Pipelines Explained) | In Hindi
AI SayI Beginner 6mo ago
17. Embedding Databases Compared: Chroma, Qdrant, Milvus, Pinecone & FAISS | In Hindi
RAG & Vector Search
17. Embedding Databases Compared: Chroma, Qdrant, Milvus, Pinecone & FAISS | In Hindi
AI SayI Intermediate 6mo ago
14. What is Memory in LLMs? | Implementing Memory in AI Agents | In Hindi
RAG & Vector Search
14. What is Memory in LLMs? | Implementing Memory in AI Agents | In Hindi
AI SayI Beginner 6mo ago
Exploring the MTEB Leaderboard | Vector Databases for Beginners | Part 6
RAG & Vector Search
Exploring the MTEB Leaderboard | Vector Databases for Beginners | Part 6
Data Science Dojo Beginner 6mo ago
#RAG is over simplified #podcast
RAG & Vector Search
#RAG is over simplified #podcast
MLOps.community Intermediate 6mo ago
Lecture 13: Duality in Linear Programming
RAG & Vector Search
Lecture 13: Duality in Linear Programming
MIT OpenCourseWare Advanced 6mo ago
Lecture 18: Transmitting Information Reliably over a Noisy Channel & Shannon’s Noisy Coding Theorem
RAG & Vector Search ⚡ AI Lesson
Lecture 18: Transmitting Information Reliably over a Noisy Channel & Shannon’s Noisy Coding Theorem
MIT OpenCourseWare Beginner 6mo ago
📚 Continue on Coursera External links · Free to audit
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Vector Search ve Yerleştirmeler
📚 External: Coursera ↗
Self-paced
Vector Search ve Yerleştirmeler
Opens on Coursera ↗
RAG Systems & Agentic Workflows with Pinecone and LangGraph
📚 External: Coursera ↗
Self-paced
RAG Systems & Agentic Workflows with Pinecone and LangGraph
Opens on Coursera ↗
Weaviate Database Mastery
📚 External: Coursera ↗
Self-paced
Weaviate Database Mastery
Opens on Coursera ↗
Pesquisa vetorial e embeddings
📚 External: Coursera ↗
Self-paced
Pesquisa vetorial e embeddings
Opens on Coursera ↗
Multimodal RAG with GPT – Build Smarter Search & AI Systems
📚 External: Coursera ↗
Self-paced
Multimodal RAG with GPT – Build Smarter Search & AI Systems
Opens on Coursera ↗
Go Fundamentals: Presented by Gopher Guides
📚 External: Coursera ↗
Self-paced
Go Fundamentals: Presented by Gopher Guides
Opens on Coursera ↗