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Priyanka D

@querylogs

Breaking down modern AI systems to know how they work, why they matter, and what’s behind them

Bengaluru, IndiaJoined May 2026

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Priyanka D's blogs

AIverse vectorverse.hashnode.dev6 posts

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Retrieval Is Quietly Becoming the Most Important Layer in

4h ago · 5 min read · Everyone talks about models. Bigger context windows. Better reasoning. Faster inference. Smarter agents. But something interesting is happening underneath all of this. As AI systems become more agenti

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Your Chatbot Isn't Lying. It's Just Overconfident.

1d ago · 5 min read · You ask an AI chatbot a simple question. It replies instantly. Confidently. Eloquently. And completely, embarrassingly wrong. Fake facts. Imaginary sources. Dates that never happened. Players that nev

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Vector Databases Explained — And Why Endee Is Worth Watching

2d ago · 3 min read · If you've been building AI applications, you've hit the vector database question. Which one? How do you evaluate? Does it actually matter? This post covers the fundamentals and takes a close look at E

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What makes a vector database production ready ?

6d ago · 6 min read · Picture this. Your team spends three months building an AI-powered search feature. The demo is flawless. You push to production. Week two all the users are complaining about wrong results. Month two,

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Why good retrieval matters more than a bigger AI model

May 7 · 5 min read · Bigger models get smarter. But better retrieval makes them useful. You've seen it happen. A team upgrades to the latest model, spends weeks on prompt engineering, expects dramatically better results.

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Priyanka D

About

Available for

Priyanka D's blogs

Recently published

Retrieval Is Quietly Becoming the Most Important Layer in

Your Chatbot Isn't Lying. It's Just Overconfident.

Vector Databases Explained — And Why Endee Is Worth Watching

What makes a vector database production ready ?

Why good retrieval matters more than a bigger AI model

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Priyanka D

About

Available for

Priyanka D's blogs

Recently published

Retrieval Is Quietly Becoming the Most Important Layer in

Your Chatbot Isn't Lying. It's Just Overconfident.

Vector Databases Explained — And Why Endee Is Worth Watching

What makes a vector database production ready ?

Why good retrieval matters more than a bigger AI model