What is The Biggest Challenge in AI That it Isn't Generating Answers?
It's Finding the Right Information to Generate Them
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Articles tagged with #vector-database
It's Finding the Right Information to Generate Them
Why do modern AI systems use vector databases instead of traditional databases for search?
AI can write code, summarize books, and pass exams. Yet somehow, it still struggles to remember what you told it five minutes ago.
Everyone talks about embeddings. Everyone talks about chunking. Almost nobody talks about metadata filtering and that might be one of the biggest mistakes AI teams are making today.
Spoiler: it's not what you think.
A few years ago, building software was predictable. Frontend. Backend. Database. APIs. Deploy. Pray nothing breaks on Friday night. Now every startup deck contains: AI agents, memory systems, retrieva