Upadrasta Harsha

@HarshaUpadrasta

Application developer

IndiaJoined December 2022

About

Hi I am Harsha vardhan upadrasta, a 25 year old Web developer, ui/ux designer, and a bug hunter living in Draksharama, India. I am a Computer Science Engineer, currently working with awesome folks at _VOIS.

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Upadrasta Harsha's blogs

Harshaupadrastaharshaupadrasta.hashnode.dev69 posts

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UHUpadrasta Harshaharshaupadrasta.hashnode.devMar 12 · 7 min read

Day 5 — Chunking: The Secret to Better RAG Performance 🧩🤖

🚀 Advanced AI Engineering Series Artificial Intelligence systems are becoming incredibly powerful at answering questions, summarizing documents, and assisting with complex tasks. However, the effecti

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UHUpadrasta Harshaharshaupadrasta.hashnode.devMar 11 · 6 min read

Day 4 — How Retrieval Works Inside a RAG System

🚀 Advanced AI Engineering Series In the previous articles of this series, we explored two powerful building blocks behind modern AI systems: 🧠 Embeddings — which convert text into numerical vectors

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UHUpadrasta Harshaharshaupadrasta.hashnode.devMar 10 · 5 min read

Day 3 — Why Vector Databases Are Critical for AI

🚀 Advanced AI Engineering Series In the previous article, we explored embeddings, the hidden backbone of RAG systems. Embeddings convert text into numerical vectors that represent meaning, allowing A

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UHUpadrasta Harshaharshaupadrasta.hashnode.devMar 9 · 4 min read

Day 2 — The Hidden Backbone of RAG: Embeddings

In the previous article, we explored why modern AI systems need RAG (Retrieval Augmented Generation). RAG allows AI systems to retrieve relevant information from trusted knowledge sources before gener

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UHUpadrasta Harshaharshaupadrasta.hashnode.devMar 8 · 3 min read

Why Modern AI Systems Need RAG

When people first start using AI tools like ChatGPT, they are often surprised by how much knowledge the AI seems to have. You can ask questions about technology, history, coding, or science, and the A

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Upadrasta Harsha

About

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Upadrasta Harsha's blogs

Recently published

Day 5 — Chunking: The Secret to Better RAG Performance 🧩🤖

Day 4 — How Retrieval Works Inside a RAG System

Day 3 — Why Vector Databases Are Critical for AI

Day 2 — The Hidden Backbone of RAG: Embeddings

Why Modern AI Systems Need RAG

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Upadrasta Harsha

About

Available for

Upadrasta Harsha's blogs

Recently published

Day 5 — Chunking: The Secret to Better RAG Performance 🧩🤖

Day 4 — How Retrieval Works Inside a RAG System

Day 3 — Why Vector Databases Are Critical for AI

Day 2 — The Hidden Backbone of RAG: Embeddings

Why Modern AI Systems Need RAG