#vector-databases
7 episodes
#1214: Escaping Vector Debt: Future-Proofing AI Architecture
Learn how to avoid "vector debt" and the massive costs of re-indexing your AI knowledge base with smart embedding and storage strategies.
#1212: The Postgres Vector Revolution: Killing the Sprawl
Is your tech stack a sprawling suburb of microservices? Discover why a 40-year-old database is winning the AI infrastructure war.
#1124: The Database Explosion: Why One Size No Longer Fits All
From vector stores to edge computing, discover why the world now has over 1,000 databases and why Postgres isn't always the answer.
#1123: One Database to Rule Them All: The Future of Postgres
Can Postgres 18 finally replace the data warehouse? We dive into data gravity, columnar storage, and the physics of scaling in the AI age.
#492: Beyond the Folder: The Quest for a Graph-Based OS
Why are we still using 1970s folders? Explore how graph structures and associative memory are finally challenging the traditional file system.
#371: Beyond the Etch A Sketch: Building Persistent AI Memory
Why treat AI chats like disposable tissues? Discover how to turn years of prompts into a self-healing, evolving digital brain.
#37: AI's Secret Language: Vectors, Embeddings & Control
Unlock AI's secret language! Discover how vectors and embeddings create a "semantic galaxy" for true understanding and control.