Semantic Kernel Copilot Demo is an end-to-end reference application illustrating how to build advanced AI agents with Microsoft’s Semantic Kernel framework. The demo features prompt chaining for multi-step reasoning, memory management to recall context across sessions, and a plugin-based skill architecture enabling integration with external APIs or services. Developers can configure connectors for Azure OpenAI or OpenAI models, define custom prompt templates, and implement domain-specific skills such as calendar access, file operations, or data retrieval. The sample shows how to orchestrate these components to create a conversational Copilot capable of understanding user intents, executing tasks, and maintaining context over time, fostering rapid development of personalized AI assistants.

AI-Agents offers a modular architecture for defining AI-driven agents using Python and OpenAI models. It incorporates pluggable tools—including web search, calculators, Wikipedia lookup, and custom functions—allowing agents to perform complex, multi-step reasoning. Built-in memory components enable context retention across sessions. Developers can clone the repository, configure API keys, and extend or swap tools quickly. With clear examples and documentation, AI-Agents streamlines the workflow from concept to deployment of tailored conversational or task-focused AI solutions.

AI Agents offers a structured toolkit for developers to build autonomous agents using large language models. It includes modules for integrating external APIs, managing conversational or long-term memory, orchestrating multi-step workflows, and chaining LLM calls. The framework provides templates for common agent types—data retrieval, question answering, and task automation—while allowing customization of prompts, tool definitions, and memory strategies. With asynchronous support, plugin architecture, and modular design, AI Agents enables scalable, maintainable, and extendable agentic applications.

Agent Teams is a developer-friendly framework that brings AI-powered conversation, task automation, and knowledge management to Microsoft Teams. Built on the Microsoft Bot Framework, OpenAI GPT models, and LangChain, it supports multi-turn dialogue, retrieval-augmented generation, and customizable workflows. Teams can connect external data sources, define triggers, and deploy bots within their channels. The open-source architecture allows for extensibility via plugins and configuration, making it ideal for building intelligent assistants for customer support, HR inquiries, internal knowledge bases, and more, all within the familiar Teams interface.

Coval helps companies simulate thousands of scenarios from a few test cases, allowing them to test their voice and chat agents comprehensively. Built by experts in autonomous testing, Coval offers features like customizable voice simulations, built-in metrics for evaluations, and performance tracking. It is designed for developers and businesses looking to deploy reliable AI agents faster.

Harpy Chat is revolutionizing the way businesses conduct customer service and engagement. The platform leverages advanced AI technology to provide seamless conversational experiences, automating interactions in real-time. Designed to be user-friendly, Harpy Chat allows businesses to create, manage, and deploy custom chatbots tailored to their specific needs, ensuring efficient and effective customer support. With its intuitive interface and powerful AI engine, Harpy Chat is equipped to handle various customer inquiries, provide personalized responses, and gather valuable insights, making it an essential tool for modern businesses looking to enhance their customer interaction strategies.

LLMChat is an intelligent chatbot designed to revolutionize the way users interact online. Utilizing advanced machine learning algorithms, this platform enhances communication through natural language processing and understanding. With an easy-to-use interface, it provides efficient and effective responses, making user interaction smooth and seamless. LLMChat is suitable for businesses looking to enhance customer support, websites aiming for better engagement, and individuals seeking an intuitive conversation partner.

ReplyShort AI is a powerful tool that allows users to create engaging fake conversations for platforms like TikTok, Instagram, and YouTube. With its easy-to-use interface, you can start with a prompt or template, generate customized dialogues, and polish the content to suit your needs. The platform also offers different plans to suit individual creators, growing audiences, and professional needs.