This tutorial guides you through deploying a FastAPI-based chatbot application integrated with the Phi-4 sidecar extension on Azure App Service. By following the steps, you'll learn how to set up a ...

Learn how to apply Clean Architecture in Python without overengineering, using domain entities, use cases, Protocols, and lightweight infrastructure layers.

In this tutorial, you build an intelligent AI application by integrating Azure OpenAI with a Python web application and deploy it to Azure App Service. You create a Flask app that sends chat ...

The Forefront of EvolutionThe evolution of generative AI knows no bounds and is beginning to deeply permeate our business environments and daily workflows. In this article, we cover the latest trends ...

This is a business that analyzes corporate management issues and operational workflows to design and propose 'which AI should be applied to which tasks to achieve maximum ROI (Return on Investment).' ...

FastAPI combines Python type hints with request validation and generated API documentation. Its async support suits APIs that coordinate concurrent I/O or stream responses. Flask offers a smaller core ...

This application connects a modern ChatGPT-style React interface to Google Gemini AI via FastAPI and LangChain. It retains conversation history per session using LangChain's message history managers.

Aarogya AI is a production-ready medical education chatbot that answers health-related questions using Retrieval-Augmented Generation (RAG) over a MedQuAD-derived knowledge base. ⚠️ Disclaimer: This ...

An ambiguous instruction caused the chatbot to send three e-mails from Ying Zhao’s connected account. The incident advanced Zhao’s project, but showed that chatbots need limits.

Dots are designed to automate online tasks, like buying furniture. In my initial experience, the always-on agent was a bit buggy and couldn’t complete a captcha. I’m discussing replacement options for ...