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This deep technical lecture explains vector databases from first principles to production-scale system design. Learn how ...

In this video, I explain exactly what vector databases are and why they are becoming the backbone of modern AI applications.

A simpler approach to PDF processing with AI: no RAG, no vectors, just direct document handling with token cost analysis.

YouTube Description (SEO Optimized) Vector Databases are the backbone of modern AI systems In this video, I explain what a ...

RAG Explained: How AI Learns to Look Things Up What if your AI could access your documents instead of making things up?

Understand that AI's 'understanding' is fundamentally numerical, through vectors. • Explore vector database solutions (e.g., ...

How is data organized on a computer? There are many ways to do so, B-trees being one of the most common for databases.

And the third and the final process is the vector database or the vector indexing So we call it the vector store indexing It's a ...

Vector databases power modern AI systems like semantic search, RAG pipelines, and AI agents. In this video, we break down ...

This deep technical lecture explains Agentic RAG from fundamentals to production-scale architecture. Learn how multi-agent ...

Description: Learn how to turn Redis into a powerful Vector Database! In this comprehensive 45-minute masterclass, we cover ...

What You'll Learn: - Install Python and Ollama for local AI development - Set up Chroma vector database for semantic search ...

... can upload documents, break them into meaningful chunks, generate embeddings, store them in a persistent vector database, ...

Pinecone vs Chroma (2026) – Which Vector Database Should You Use? If you're building AI apps, RAG systems, or semantic ...

STORE - Documents are converted to embeddings and stored in a vector database 2. SEARCH - Questions are embedded and ...

That's where RAG, embeddings, and vector databases come in. This video explains how Retrieval-Augmented Generation works, ...

In this video, I showed you how to build a RAG based AI chatbot using AWS knowledge base. RAG (Retrieval-Augmented ...

The Tech Stack: ⚡️ n8n (Orchestration) Supabase (Vector Database) Google Gemini (LLM & Embeddings) Postgres ...

Click here to learn how to land a high paying data engineering role NOW ...

Full courses + unlimited support: https://www.skool.com/ai-automation-society-plus/about All my FREE resources: ...