top of page
All Posts
Privacy Policy SRP AI Tech
Please read the following Privacy Policy for the services made available on www.srpaitech.com or the equivalent SRP AI Tech Mobile...
RAHUL KUMAR
Sep 28, 20255 min read
RLHF and DPO Fine-Tuning Theory: From Basic Concepts to Advanced Implementation with Llama Models
Introduction Reinforcement Learning from Human Feedback (RLHF) and Direct Preference Optimization (DPO) represent the cutting edge of...
RAHUL KUMAR
Sep 12, 202512 min read
OpenAI GPT Fine-Tuning Mastery: From Basic Concepts to Advanced Implementation
Introduction OpenAI GPT fine-tuning represents one of the most powerful techniques for customizing large language models to excel at...
RAHUL KUMAR
Sep 12, 202510 min read
Mistral Model Fine-Tuning with LoRA and QLoRA: From Basic Concepts to Advanced Implementation
Introduction Mistral 7B has emerged as one of the most efficient and powerful open-source language models, delivering exceptional...
RAHUL KUMAR
Sep 12, 20258 min read
BERT Fine-Tuning Mastery: From Basic Concepts to Advanced Implementation
Introduction BERT (Bidirectional Encoder Representations from Transformers) stands as one of the most revolutionary language models in...
RAHUL KUMAR
Sep 12, 20258 min read
LLM Fine-Tuning Mastery & Agent Communication Protocol: From Basic to Advanced
Introduction Large Language Models (LLMs) have revolutionized artificial intelligence, but their true power emerges when they are...
RAHUL KUMAR
Sep 12, 20259 min read
Agent Communication Protocol: The Complete Guide from Basic to Intermediate
Introduction: What is Agent Communication Protocol (ACP)? The Agent Communication Protocol (ACP) is an open-source protocol that enables...
RAHUL KUMAR
Sep 7, 20257 min read


Attention: The Revolutionary Concept That Transformed Artificial Intelligence
Imagine you're at a bustling coffee shop, trying to focus on your friend's voice amid the chatter of dozens of conversations, the hissing...
RAHUL KUMAR
Aug 21, 20258 min read
Transformer Coding: Building AI Language Models from Scratch
Coding a Transformer from scratch is one of the most rewarding journeys in modern artificial intelligence development. By implementing...
RAHUL KUMAR
Aug 21, 20258 min read


Introduction to Attention in Transformers: The Breakthrough That Revolutionized AI
Attention mechanisms are the revolutionary technology that transformed artificial intelligence from pattern matching systems into...
RAHUL KUMAR
Aug 21, 20257 min read


Understanding Transformer Model and Blocks: The Building Blocks of Modern AI
The Transformer block is the fundamental building component that powers virtually every modern AI language model, from GPT and BERT to...
RAHUL KUMAR
Aug 20, 20257 min read
Transformer Tokenization: Breaking Down Text for AI Understanding
Tokenization is the crucial first step that transforms human-readable text into a format that Transformer models can process. Think of...
RAHUL KUMAR
Aug 20, 20258 min read


The Transformer Architecture: Revolutionizing Artificial Intelligence
Assignment: The Transformer architecture represents one of the most significant breakthroughs in artificial intelligence history,...
RAHUL KUMAR
Aug 20, 20256 min read


Understanding Transformer Architecture: The Encoder-Decoder Context Revolution in AI
The Transformer architecture has fundamentally revolutionized how artificial intelligence understands and generates human language. At...
RAHUL KUMAR
Aug 20, 20255 min read
Transformer Embeddings: Converting Words into Numbers That AI Can Understand
Imagine trying to explain the concept of "love" to a computer. How would you do it? Computers only understand numbers, not the emotional...
RAHUL KUMAR
Aug 20, 20254 min read
Introduction to Transformer: Revolutionizing AI with Simple Building Blocks
Transformers have transformed the field of Artificial Intelligence , especially Natural Language Processing (NLP). If you've ever used...
RAHUL KUMAR
Aug 18, 20253 min read


Comet by Perplexity: The Browser That Lets You Browse at the Speed of Thought
Comet by Perplexity: The Browser That Lets You Browse at the Speed of Thought TL;DR: Comet is Perplexity AI’s new Chromium-based,...
RAHUL RAJ
Jul 23, 20253 min read


Introduction to ChatGPT Agent
The world of artificial intelligence took a major leap forward with the introduction of ChatGPT Agent, OpenAI’s unified agentic system designed to transform how we leverage AI for real-world tasks. Unlike traditional chatbots, ChatGPT Agent isn’t just about chatting: it’s about acting. This powerful upgrade brings together the conversational brilliance of ChatGPT, the web proficiency of earlier operator tools, and the research depth of advanced search models to create a unifi
RAHUL RAJ
Jul 23, 20252 min read


Using MCP servers with ADK agents (ADK as an MCP client) in adk web
This section demonstrates how to integrate tools from external MCP (Model Context Protocol) servers into your ADK agents. This is the most common integration pattern when your ADK agent needs to use capabilities provided by an existing service that exposes an MCP interface. You will see how the MCPToolset class can be directly added to your agent's tools list, enabling seamless connection to an MCP server, discovery of its tools, and making them available for your agent to us
RAHUL RAJ
Jul 21, 20254 min read


Unlock the Power of Generative AI: Explore SRP AI Tech
In today's fast-paced digital world, technology is evolving at an unprecedented rate. One of the most exciting advancements is generative...
RAHUL KUMAR
Jul 18, 20255 min read
bottom of page