Abhinav Kimothi – Medium

Abhinav Kimothi

Featured Book

A Simple Guide to Retrieval Augmented Generation

A Simple Guide to Retrieval Augmented Generation

A Simple Guide to Retrieval Augmented Generation makes RAG simple and easy, even if you’ve never worked with LLMs before.

2025

Abhinav Kimothi

Abhinav Kimothi

Stories

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Abhinav Kimothi
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Towards Data Science

Breaking It Down : Chunking Techniques for Better RAG

Mastering chunking for efficient retrieval in RAG systems

Sep 23

Breaking It Down : Chunking Techniques for Better RAG

Sep 23

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Abhinav Kimothi
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Towards AI

7 Retrieval Metrics for Better RAG Systems

A Simple Guide to Evaluating Accuracy in Information Retrieval Tasks

Sep 6

7 Retrieval Metrics for Better RAG Systems

Sep 6

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Abhinav Kimothi
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Towards AI

Embeddings — The Blueprint of Contextual AI

Embeddings are vector representations of data. Embeddings are data that has been transformed into n-dimensional matrices

Aug 13

Embeddings — The Blueprint of Contextual AI

Aug 13

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Abhinav Kimothi
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AI Advances

Seven Considerations for Product Management in the Era of Artificial Intelligence

According to Gartner, Generative AI is at the peak of inflated expectations. You will also find surveys and discussions that indicate a…

May 21

Seven Considerations for Product Management in the Era of Artificial Intelligence

May 21

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Abhinav Kimothi
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Towards AI

Going Beyond Zero/Few-Shot: Chain of Thought Prompting for Complex LLM Tasks

Source : Image generated by author using Yarnit

Apr 7

Going Beyond Zero/Few-Shot: Chain of Thought Prompting for Complex LLM Tasks

Apr 7

Abhinav Kimothi
in
Towards AI

Getting Started with OpenAI : The Lingua Franca of AI

A step by step guide to accessing and using the Chat Completions API provided by OpenAI to generate text. Features like streaming, JSON…

Apr 4

Getting Started with OpenAI : The Lingua Franca of AI

Apr 4

Abhinav Kimothi
in
Towards AI

Generative AI Terminology — An evolving taxonomy to get you started

Being new to the world of Generative AI, one can feel a little overwhelmed by the jargon. I’ve been asked many times about common terms…

Jan 30

Generative AI Terminology — An evolving taxonomy to get you started

Jan 30

Abhinav Kimothi
in
Towards AI

Progression of Retrieval Augmented Generation (RAG) Systems

Image by Author : Generated using Yarnit AI

Jan 24

Progression of Retrieval Augmented Generation (RAG) Systems

Jan 24

Abhinav Kimothi
in
Towards AI

Gradient Descent and the Melody of Optimization Algorithms

Source : Image generated using AI by Author

Jan 11

Gradient Descent and the Melody of Optimization Algorithms

Jan 11

Abhinav Kimothi
in
AI Advances

Who will cry when ReLUs die? : Exploring the World of ReLU Variants

If you’re familiar with Neural Networks and Artificial Intelligence, Activation Functions is a term you must have come across. Activation…

Jan 8

Who will cry when ReLUs die? : Exploring the World of ReLU Variants

Jan 8

Abhinav Kimothi

Abhinav Kimothi

Book Author

Co-founder and Head of AI @ Yarnit.app || Author : A Simple Guide to RAG || AIML since 2007 || BITS-Pilani, ISB-Hyderabad

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