📰 Dev.to · Chandrani Mukherjee

MCP vs API: Understanding the Future of AI Tool Integration As AI systems become more...

Learn how to protect AI models and LangChain APIs using AWS Single Sign-On (SSO) with Active Directory integration for enterprise security.

Learn how to protect AI models and LangChain APIs using AWS Single Sign-On (SSO) with Active Directory integration for enterprise security.

Learn how to protect AI models and LangChain APIs using AWS Single Sign-On (SSO) with Active Directory integration for enterprise security.

Introduction In modern AI applications, data validation, serialization, and consistency...

🧠 OCR Any PDF with LangChain, Docker, and AWS Using OCRmyPDF Many PDFs are just images —...

A post by Chandrani Mukherjee

Easily serve LLaMA models using Ollama inside a Docker container and expose it for external access...

Redis is a lightning-fast, in-memory key-value store that’s perfect for caching, sessions, queues,...

Amazon Transcribe provides automatic speech recognition (ASR) with support for speaker...

From simple chains to advanced agents — understand how these tools support different stages of LLM...

🤖🔍 Smart Search Meets LLM: AWS-Powered Retrieval-Augmented Generation Leverage AWS-native...

A Retrieval-Augmented Generation (RAG) agent combines document retrieval with LLM-based response...

🧠 Why Convert Your Angular Web App? Angular is powerful for building web apps. But what if you want...

This project implements an AI-powered LangChain agent that dynamically generates AWS S3 Presigned...

Supercharge your AI app deployment with Docker, FastAPI, and LangChain in one seamless containerized...

Building robust conversational AI systems often requires solving two foundational issues: Gracefully...