19 articles

📰 Dev.to · Seenivasa Ramadurai

Articles from Dev.to · Seenivasa Ramadurai · 19 articles · Updated every 3 hours · View all reads

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From RAG to Knowledge Graphs Why the Agent Era Is Redefining AI Architecture
Dev.to · Seenivasa Ramadurai 23h ago
From RAG to Knowledge Graphs Why the Agent Era Is Redefining AI Architecture
Introduction One question is dominating AI architecture discussions right now. We...
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What are Pre-Trained Models, Fine-Tuning, RAG, and Prompt Engineering? A Simple Kitchen Guide
Dev.to · Seenivasa Ramadurai 2d ago
What are Pre-Trained Models, Fine-Tuning, RAG, and Prompt Engineering? A Simple Kitchen Guide
Explained Using Food The Analogy That Finally Makes It Click Introduction I’ve been asked...
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Run Open Source AI Models with Docker Model Runner
Dev.to · Seenivasa Ramadurai 1w ago
Run Open Source AI Models with Docker Model Runner
Introduction If you've spent any time in software development, cloud engineering, or...
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Retrieval Finds Candidates. Reranking Finds the Right One.
Dev.to · Seenivasa Ramadurai 2w ago
Retrieval Finds Candidates. Reranking Finds the Right One.
A hiring analogy that finally makes RAG Reranking click First, What Is RAG? Before we get...
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Understanding the Transformer Architecture : A Student's Journey from Classroom to Exam Hall
Dev.to · Seenivasa Ramadurai 1mo ago
Understanding the Transformer Architecture : A Student's Journey from Classroom to Exam Hall
A student who studies well encodes knowledge. A student who writes the exam well decodes...
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The Scripted Middle Tier Is Reaching Its Limits What Comes Next Is Agentic
Dev.to · Seenivasa Ramadurai 1mo ago
The Scripted Middle Tier Is Reaching Its Limits What Comes Next Is Agentic
For most of my career, I have lived in the middle tier. I built REST APIs. I designed microservices....
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Choosing the Right Vector Embedding Model and Dimension: A School Analogy That Makes Everything Clear
Dev.to · Seenivasa Ramadurai 1mo ago
Choosing the Right Vector Embedding Model and Dimension: A School Analogy That Makes Everything Clear
A practical guide for AI engineers, RAG architects, and anyone building systems that need to...
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How Transformers Pay Attention Like Humans Do
Dev.to · Seenivasa Ramadurai 2mo ago
How Transformers Pay Attention Like Humans Do
Part II: From the Teacher as Gradient to Attention In the previous post, The Teacher as Gradient, I...
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The Teacher as Gradient: What Backpropagation Taught Me About Learning
Dev.to · Seenivasa Ramadurai 2mo ago
The Teacher as Gradient: What Backpropagation Taught Me About Learning
When teaching neural networks, people usually explain backpropagation through mathematics gradients,...
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Understanding AI Model (LLM) Parameters: A Chef's Guide
Dev.to · Seenivasa Ramadurai 2mo ago
Understanding AI Model (LLM) Parameters: A Chef's Guide
What Are AI Model Parameters? Let Me Explain My friend asked me yesterday, "What does it...
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The Non-Drinker's Guide to Clustering Algorithms 🎉
Dev.to · Seenivasa Ramadurai 3mo ago
The Non-Drinker's Guide to Clustering Algorithms 🎉
A friend asked me this morning: "Can you explain unsupervised learning in simple terms?" Naturally,...
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Understanding Transformer Model Types: The Evolution from RNN to Modern AI
Dev.to · Seenivasa Ramadurai 3mo ago
Understanding Transformer Model Types: The Evolution from RNN to Modern AI
Remember when we thought Recurrent Neural Networks (RNNs) were the pinnacle of language...
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I Built an ETL Pipeline That Actually Thinks & And Cut Token Costs by 52% (And Here's What I Learned)
Dev.to · Seenivasa Ramadurai 3mo ago
I Built an ETL Pipeline That Actually Thinks & And Cut Token Costs by 52% (And Here's What I Learned)
LangGraph + LLM + TOON: What happens when you give your data pipeline a brain and teach it...
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Introducing AWS Bedrock AgentCore: A Modular Platform for Deploying AI Agents at Enterprise Scale -Part I
Dev.to · Seenivasa Ramadurai 5mo ago
Introducing AWS Bedrock AgentCore: A Modular Platform for Deploying AI Agents at Enterprise Scale -Part I
What is AWS Bedrock AgentCore? Amazon Bedrock AgentCore (AgentCore) is a suite of managed,...
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Open AI Agents SDK : Unlocking the Future of OpenAI's Game-Changing Agents SDK Update Part-1
Dev.to · Seenivasa Ramadurai 1y ago
Open AI Agents SDK : Unlocking the Future of OpenAI's Game-Changing Agents SDK Update Part-1
OpenAI has just released an exciting new version of their OpenAI Agents SDK, promising to...
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MongoDB Data Model & Microservice Architecture
Dev.to · Seenivasa Ramadurai 1y ago
MongoDB Data Model & Microservice Architecture
Why MongoDB? Today's modern applications are typically hosted in the cloud and need to be...
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Activation Functions, RNN, LLM, LangChain
Dev.to · Seenivasa Ramadurai 1y ago
Activation Functions, RNN, LLM, LangChain
AI AI Avoiders are Idiots , because GenAI here to help us and it's time to upgrade ourselves. Its...
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Discover the Future of AI with My New Book: Developing GenAI Applications with LangChain, Semantic Kernel and Powered by LLMs
Dev.to · Seenivasa Ramadurai 1y ago
Discover the Future of AI with My New Book: Developing GenAI Applications with LangChain, Semantic Kernel and Powered by LLMs
Are you intrigued by how Generative AI (GenAI) is transforming industries, enhancing our work, and...
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Easy way to deploy FastAPI In Azure
Dev.to · Seenivasa Ramadurai 1y ago
Easy way to deploy FastAPI In Azure
In this blog, I will walk through the steps to deploy a FastAPI application to Azure. We'll start by...
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