IT – Masterkeys.in

Building Your First Local AI: A Guide to LLM with GUI

15 February 2026

1000+ words – Read time 5 minutes It is a foundational project for anyone wanting to learn how to bridge the gap between complex AI backends and simple Python frontends. https://github.com/amitrajpoot/Foundation-LLM/blob/main/llm_with_gui_v1.py In the world of Generative AI, we often interact with models through polished web interfaces like ChatGPT. However, there is a distinct thrill—and a massive privacy advantage—to running…

Dr, Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Generative AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management etc. He previously earned top honors in his MCA.

masterkeys.in

Free AI Image Generators in 2026: A Complete Comparison Guide

4 January 2026

| 1 Comment

| AI, Generative AI, IT

Introduction Artificial intelligence has revolutionized the way we create visual content. What once required professional designers and expensive software can now be accomplished in seconds with a simple text description. But with dozens of AI image generators flooding the market, a critical question emerges: which ones actually offer free access, and are they worth using? This comprehensive guide breaks…

संपादक Editor

Editor @ Masterkeys.in

mk.vedangon.com

Understanding Text Embeddings: From Words to Documents with Applications and Code

8 May 2025

| No Comments

| AI, Python

In the era of machine learning and natural language processing (NLP), it’s essential to convert human language into a format that machines can understand. Embeddings are a powerful technique for transforming text—whether words, sentences, or entire documents—into dense vector representations that preserve semantic meaning. This article explores different types of embeddings, their real-world applications, and how they form the…

Dr, Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Generative AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management etc. He previously earned top honors in his MCA.

masterkeys.in

The Python print() Function – A Versatile Tool for Output

22 March 2024

| No Comments

| Learnings, Python

Mastering the Python Print Function: A Comprehensive Guide The Mighty print Function in Python The print function is a fundamental building block in Python, serving as the primary way to display output to the console. It’s a versatile function that can be used in various ways to control how your program’s messages are presented. Basic Usage: Before we delve…

Dr, Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Generative AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management etc. He previously earned top honors in his MCA.

masterkeys.in

768568

Some Free and Affordable AI Image Editors for Windows

17 March 2024

| No Comments

| Generative AI, IT

Here are some free and affordable AI image editors for Windows: Remember to choose the one that best suits your needs and budget! 📸✨ References: संपादक EditorEditor @ Masterkeys.in mk.vedangon.com 435345

संपादक Editor

Editor @ Masterkeys.in

mk.vedangon.com

435345

User Input Selection in Python with timeout

17 March 2024

| No Comments

| Python

Below is a Python script that accomplishes the task as described in title. It lists all folders in a given directory, prompts the user to choose one, and defaults to the latest folder if no choice is made. It lists all folders in a given directory, prompts the user to choose one, and defaults to the latest folder (topmost)…

Dr, Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Generative AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management etc. He previously earned top honors in his MCA.

masterkeys.in

634

Navigating User-Generated Content: Google’s Reddit Collaboration – $60M Deal

28 February 2024

| No Comments

| AI, IT, Neural Networks

A summary of the current page: Reference: indianexpress.com Aayushman SinghAayushman is a Technical consulting intern at Masterkeys. He is a second year undergraduate, currently pursuing his B.Tech from IMSEC – Institute of management studies engineering college, Ghazaibad. He is a highly enthusiastic individual with a keen interest in Machine learning, Data science and AI and an avid reader of the…

Aayushman Singh

Aayushman is a Technical consulting intern at Masterkeys. He is a second year undergraduate, currently pursuing his B.Tech from IMSEC – Institute of management studies engineering college, Ghazaibad. He is a highly enthusiastic individual with a keen interest in Machine learning, Data science and AI and an avid reader of the latest developments in these fields.

aayushman.me

423

Identify and analyze blocking situations in Database { MSSQL}

28 February 2024

| No Comments

| IT

This code snippet utilizes SQL queries to identify and analyze blocking situations within a database management system (DBMS). It retrieves information about sessions, blocking sessions, and their execution details. Explanation of the DB Code: This code snippet utilizes SQL queries to identify and analyze blocking situations within a database management system (DBMS). It retrieves information about sessions, blocking sessions,…

Dr, Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Generative AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management etc. He previously earned top honors in his MCA.

masterkeys.in

34564

Python code to read CSV file from current directory !

17 February 2024

| No Comments

| Python

Here’s the code that implements searching for available CSV files and letting the user choose one This Python program : This enhanced program enables the user to select a CSV file from a list of available ones in the current directory, improving flexibility and user experience. Key highlights: Remember to: I hope this enhanced program effectively fulfills your requirements!…

Aayushman Singh

Aayushman is a Technical consulting intern at Masterkeys. He is a second year undergraduate, currently pursuing his B.Tech from IMSEC – Institute of management studies engineering college, Ghazaibad. He is a highly enthusiastic individual with a keen interest in Machine learning, Data science and AI and an avid reader of the latest developments in these fields.

aayushman.me

1546

What is faster to retrieve – JSON or csv ? – Python

17 February 2024

| No Comments

| Python

The speed of retrieving data from JSON or CSV depends on several factors, making a definitive “faster” answer challenging. Here’s a breakdown of the key considerations: Factors Affecting Speed: General Trends: Recommendations: I hope this comprehensive analysis helps you make informed decisions about data formats and retrieval speed! Aayushman SinghAayushman is a Technical consulting intern at Masterkeys. He is…

Aayushman Singh

Aayushman is a Technical consulting intern at Masterkeys. He is a second year undergraduate, currently pursuing his B.Tech from IMSEC – Institute of management studies engineering college, Ghazaibad. He is a highly enthusiastic individual with a keen interest in Machine learning, Data science and AI and an avid reader of the latest developments in these fields.

aayushman.me

102

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IT

Building Your First Local AI: A Guide to LLM with GUI

Free AI Image Generators in 2026: A Complete Comparison Guide

Understanding Text Embeddings: From Words to Documents with Applications and Code

The Python print() Function – A Versatile Tool for Output

Some Free and Affordable AI Image Editors for Windows

User Input Selection in Python with timeout

Navigating User-Generated Content: Google’s Reddit Collaboration – $60M Deal

Identify and analyze blocking situations in Database { MSSQL}

Python code to read CSV file from current directory !

What is faster to retrieve – JSON or csv ? – Python

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