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Manish Shivanandhan

Agents 101 — Build and Deploy AI Agents to Production using LangChain

Nov 24, 2025

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15 min read

Agents 101 — Build and Deploy AI Agents to Production using LangChain

Learn how Langchain turns a simple prompt into a fully functional AI agent that can think, act and remember.

Manish Shivanandhan
Manish Shivanandhan
Build, Manage, and Ship Python Projects the Easy Way using Poetry

Nov 20, 2025

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9 min read

Build, Manage, and Ship Python Projects the Easy Way using Poetry

A guide to understanding Python Poetry, how it works, and how to use it in your next Python project.

Manish Shivanandhan
Manish Shivanandhan
How to Compress Your Prompts and Reduce LLM Costs

Nov 15, 2025

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8 min read

How to Compress Your Prompts and Reduce LLM Costs

Microsoft just solved the hidden cost problem in AI with LLMLingua, making large language models faster, cheaper, and smarter.

Manish Shivanandhan
Manish Shivanandhan
How to Add Real-Time Web Search to Your LLM Using Tavily

Nov 12, 2025

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7 min read

How to Add Real-Time Web Search to Your LLM Using Tavily

Learn how to connect Tavily Search so your AI can fetch real-time facts instead of guessing.

Manish Shivanandhan
Manish Shivanandhan
How to Keep LLM Outputs Predictable Using Pydantic Validation

Nov 10, 2025

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6 min read

How to Keep LLM Outputs Predictable Using Pydantic Validation

Tired of LLMs breaking your JSON or skipping fields? Learn how Pydantic can turn messy AI outputs into clean, predictable data every single time.

Manish Shivanandhan
Manish Shivanandhan
Cut AI Costs Without Losing Capability: The Rise of Small LLMs

Nov 8, 2025

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7 min read

Cut AI Costs Without Losing Capability: The Rise of Small LLMs

Learn how small language models are helping teams cut AI costs, run locally, and deliver fast, private, and scalable intelligence without relying on the cloud.

Manish Shivanandhan
Manish Shivanandhan
How To Run an Open-Source LLM on Your Personal Computer

Nov 6, 2025

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9 min read

How To Run an Open-Source LLM on Your Personal Computer

Learn how to install and run open-source large language models (LLMs) locally on Windows — with or without the command line.

Manish Shivanandhan
Manish Shivanandhan
Understanding LangChain and LangGraph: A Beginner’s Guide to AI Workflows

Nov 3, 2025

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9 min read

Understanding LangChain and LangGraph: A Beginner’s Guide to AI Workflows

Learn how LangChain and LangGraph help you design intelligent, adaptive AI workflows that move from simple prompts to full applications.

Manish Shivanandhan
Manish Shivanandhan
How to Build Your First MCP Server using FastMCP

Oct 30, 2025

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9 min read

How to Build Your First MCP Server using FastMCP

Learn how to build your first MCP server using FastMCP and connect it to a large language model to perform real-world tasks through code.

Manish Shivanandhan
Manish Shivanandhan
MCP vs API: Understanding the Real Difference

Oct 27, 2025

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8 min read

MCP vs API: Understanding the Real Difference

Let’s learn how MCP differs from traditional APIs and how it safely allows AI models to use real-world tools.

Manish Shivanandhan
Manish Shivanandhan
How Model Context Protocol Works

Oct 23, 2025

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10 min read

How Model Context Protocol Works

Discover how the Model Context Protocol (MCP) connects AI tools and data sources, making modern AI apps smarter, faster, and far easier to build.

Manish Shivanandhan
Manish Shivanandhan
Strix: The Open-Source AI Agent for Security Testing

Oct 9, 2025

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8 min read

Strix: The Open-Source AI Agent for Security Testing

Strix is an open-source AI agent for security testing that finds and confirms real vulnerabilities in your app, helping you ship secure code faster.

Manish Shivanandhan
Manish Shivanandhan
How to Perform Sentence Similarity Check Using Sentence Transformers

Aug 28, 2025

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7 min read

How to Perform Sentence Similarity Check Using Sentence Transformers

Sentence similarity helps computers understand how close two sentences are in meaning. Let's learn how to do it using Sentence Transformers

Manish Shivanandhan
Manish Shivanandhan
How to Build Your AI Demos in Minutes - Gradio Tutorial

Aug 26, 2025

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8 min read

How to Build Your AI Demos in Minutes - Gradio Tutorial

Learn how to turn your machine learning models into interactive, shareable web apps in minutes.

Manish Shivanandhan
Manish Shivanandhan
Bag of Words: The Foundation of Language Models

Aug 20, 2025

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6 min read

Bag of Words: The Foundation of Language Models

Bag of Words explained—how it works, why it matters, and how it laid the foundation for today’s large language models.

Manish Shivanandhan
Manish Shivanandhan
How AI Agents Remember Things: The Role of Vector Stores in LLM Memory

Aug 13, 2025

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8 min read

How AI Agents Remember Things: The Role of Vector Stores in LLM Memory

Learn how vector databases like FAISS and Pinecone give AI agents a sense of memory.

Manish Shivanandhan
Manish Shivanandhan
Tokenizers Explained – How Tokenizers Help AI Understand Language

Aug 11, 2025

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5 min read

Tokenizers Explained – How Tokenizers Help AI Understand Language

Tokenizers are the fundamental tools that enable artificial intelligence to dissect and interpret human language. Let’s look at how tokenizers help AI systems comprehend and process language.

Manish Shivanandhan
Manish Shivanandhan
Hugging Face’s Transformer Library: A Game-Changer in NLP

Aug 6, 2025

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7 min read

Hugging Face’s Transformer Library: A Game-Changer in NLP

In this article, we’ll uncover why the Hugging Face’s Transformer Library is a game-changer in NLP for developers and researchers alike.

Manish Shivanandhan
Manish Shivanandhan
Prompt Injection in ChatGPT and LLMs: What Developers Must Know

Aug 4, 2025

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6 min read

Prompt Injection in ChatGPT and LLMs: What Developers Must Know

Understanding the hidden dangers behind prompt injection can help you build safer AI applications.

Manish Shivanandhan
Manish Shivanandhan
How to Turn Audio to Text using OpenAI Whisper

Jul 30, 2025

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6 min read

How to Turn Audio to Text using OpenAI Whisper

Do you know what OpenAI Whisper is? It’s the latest AI model from OpenAI that helps you to automatically convert speech to text.

Manish Shivanandhan
Manish Shivanandhan
How to Build A Text Summarizer Using Huggingface Transformers

Jul 28, 2025

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7 min read

How to Build A Text Summarizer Using Huggingface Transformers

In today’s fast-paced world, we’re bombarded with information. It’s like trying to drink water from a fire hose.

Manish Shivanandhan
Manish Shivanandhan
How to Perform Named Entity Recognition Using Transformers

Jul 23, 2025

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6 min read

How to Perform Named Entity Recognition Using Transformers

Discover Who and What Matters: Simplifying Named Entity Recognition with Transformers for Smarter Data Analysis

Manish Shivanandhan
Manish Shivanandhan
Fine-Tuning or RAG? Choosing the Right Approach to Train LLMs on Your Data

Jul 21, 2025

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6 min read

Fine-Tuning or RAG? Choosing the Right Approach to Train LLMs on Your Data

Should you fine-tune your language model or use Retrieval-Augmented Generation? Both can train it on your data - but the right choice depends on your goals.

Manish Shivanandhan
Manish Shivanandhan
How to Build a Simple Sentiment Analyzer Using Hugging Face Transformer

Jul 16, 2025

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6 min read

How to Build a Simple Sentiment Analyzer Using Hugging Face Transformer

In this article, we will look at writing a sentiment analyzer using Hugging Face Transformer, a powerful tool in the world of NLP.

Manish Shivanandhan
Manish Shivanandhan
An Introduction to Mistral AI

Jul 14, 2025

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6 min read

An Introduction to Mistral AI

Mistral AI is a new player in the field of artificial intelligence. It is promoted as a strong open-source competitor of ChatGPT (which is closed source).

Manish Shivanandhan
Manish Shivanandhan
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