Utkarsh Parashar – Medium

Utkarsh Parashar

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Utkarsh Parashar
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GoPenAI

Why LLM’s are just a big classification model.

We are witnessing a revolutionary phase in AI development. Daily there are new models (LLMs) coming up. But a lot of people don’t…

11 min readOct 5, 2023

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Why LLM’s are just a big classification model.

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Utkarsh Parashar
in
GoPenAI

Different types of indexes in LlamaIndex to improve your RAG system.

Here we will discuss the different types of indexes LlamaIndex offers to better organize and query your data depending on your…

11 min readJan 16, 2024

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Different types of indexes in LlamaIndex to improve your RAG system.

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Utkarsh Parashar
in
GoPenAI

System design of an LLM-based chatbot/application for an educational consultancy agency.

The image given below describes a problem for an LLM-based application :

8 min readOct 29, 2023

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System design of an LLM-based chatbot/application for an educational consultancy agency.

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Utkarsh Parashar
in
GoPenAI

How to stream output in LLM-based applications to boost user experience.

One of the biggest problems in building LLM-based applications is we get the output only when the whole output is generated. If the no. of…

4 min readOct 11, 2023

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How to stream output in LLM-based applications to boost user experience.

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Utkarsh Parashar
in
GoPenAI

Let’s build a completely open-source RAG system using LLMs for Question-Answering on Azure Ml…

What is a question-answering system.?

8 min readOct 8, 2023

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Let’s build a completely open-source RAG system using LLMs for Question-Answering on Azure Ml…

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Utkarsh Parashar
in
DataDrivenInvestor

Let’s build an AI-powered question-answering system with Bert using Huggingface transformers.

What is a question-answering system.?

10 min readFeb 15, 2023

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Let’s build an AI-powered question-answering system with Bert using Huggingface transformers.

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Utkarsh Parashar
in
DataDrivenInvestor

How to get started with Pandas for data science.

As you can see in the above image Pandas is a popular, one of the most used open-source Python library that provides data analysis and…

14 min readFeb 3, 2023

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How to get started with Pandas for data science.

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Utkarsh Parashar

Exploring NLP services offered by AWS.

1. Amazon Translate :

14 min readOct 3, 2022

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Exploring NLP services offered by AWS.

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Utkarsh Parashar

Generating similar types of molecules, given a seed molecule with deep neural networks.

Table of Contents- -

5 min readMay 23, 2022

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Generating similar types of molecules, given a seed molecule with deep neural networks.

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Utkarsh Parashar
in
DataDrivenInvestor

How to Build Self-Driving-Car Using End-to-End Deep_Learning..!!

How to Build Self-Driving-Car Using End-to-End Deep_Learning

11 min readMar 16, 2021

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How to Build Self-Driving-Car Using End-to-End Deep_Learning..!!

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Utkarsh Parashar

Utkarsh Parashar

Hi, this is Utkarsh. I am trying to document my learning Journey here. Besides working as an AI Engineer, trying to make machines learn better.

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