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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.dev25 posts

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PDPriyanka Dvectorverse.hashnode.dev18h ago · 6 min read

From Keywords to Meaning: How Vector Search Changed Search Forever

If you've ever used Google, searched your company wiki, or looked for a file on your computer, you've interacted with keyword search. For decades, keyword search powered the internet. And for decades,

PDPriyanka Dvectorverse.hashnode.dev19h ago · 5 min read

RAG Explained Like You're Building ChatGPT in Your Bedroom

A few years ago, if you wanted an AI system to know something, your only option was to train it on that information. Today, most successful AI applications work differently. Instead of trying to mem

PDPriyanka Dvectorverse.hashnode.dev1d ago · 6 min read

Your AI App Doesn't Need a Fine-Tuned Model It Needs Better Retrieval

Most AI applications don't have a model problem. They have a context problem. If you've spent any time building AI applications, you've probably heard the same advice: "You should fine-tune your model

PDPriyanka Dvectorverse.hashnode.dev1d ago · 6 min read

Vector Databases Are Overhyped Here's What Actually Matters

If you've spent any time in the AI world recently, you've probably heard the same message over and over again: "You need a vector database." Every AI architecture diagram includes one. Every RAG tutor

PDPriyanka Dvectorverse.hashnode.dev4d ago · 5 min read

How vector databases find the right information without searching everything?

If you've ever wondered how AI applications can search through millions or even billions of vectors in a fraction of a second, you're not alone. At Endee, we spend a lot of time thinking about retriev

Priyanka D

About

Available for

Priyanka D's blogs

Recently published

From Keywords to Meaning: How Vector Search Changed Search Forever

RAG Explained Like You're Building ChatGPT in Your Bedroom

Your AI App Doesn't Need a Fine-Tuned Model It Needs Better Retrieval

Vector Databases Are Overhyped Here's What Actually Matters

How vector databases find the right information without searching everything?

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Priyanka D

About

Available for

Priyanka D's blogs

Recently published

From Keywords to Meaning: How Vector Search Changed Search Forever

RAG Explained Like You're Building ChatGPT in Your Bedroom

Your AI App Doesn't Need a Fine-Tuned Model It Needs Better Retrieval

Vector Databases Are Overhyped Here's What Actually Matters

How vector databases find the right information without searching everything?