Sharp-GPT empowers .NET developers to create robust AI agents by leveraging custom attributes on interfaces to define prompt templates, configure models, and manage conversational memory. It offers streaming output for real-time interaction, automatic JSON deserialization for structured responses, and built-in support for fallback strategies and logging. With pluggable HTTP clients and provider abstraction, you can switch between OpenAI, Azure, or other LLM services effortlessly. Ideal for chatbots, content generation, summarization, classification, and more, Sharp-GPT reduces boilerplate and accelerates AI agent development on Windows, Linux, or macOS.

BotFast simplifies the process of building AI-powered Telegram bots by providing developers with a comprehensive Python boilerplate. It encompasses everything needed to create unique bot experiences, including payment integration with Telegram and easy setup for subscription services. With BotFast, users can set up custom AI agents, leverage multimedia capabilities, and utilize a variety of back-end features like MongoDB for data management, making it an all-in-one solution for bot development.