BotCircuits provides a no-code platform that simplifies the creation and deployment of text-based and voice-enabled AI agents. Whether you're looking to automate customer support, create interactive chatbots, or develop intelligent virtual assistants, BotCircuits offers a suite of powerful tools and integrations. The platform supports dynamic conversation design, making it easier to build multi-step workflows and human-like interactions. No coding skills are required, making it accessible to a wide range of users.

AutoGen UI is a frontend toolkit designed to render and manage multi-agent conversational flows. It offers ready-made components such as chat windows, agent selectors, message timelines, and debugging panels. Developers can configure multiple AI agents, stream responses in real time, log each step of the conversation, and apply custom styling. It integrates easily with backend orchestration libraries to provide a complete end-to-end interface for building and monitoring AI agent interactions.

LangBot is a self-hosted, open-source platform that enables seamless integration of large language models into multiple messaging channels. It offers a web-based UI for deploying and managing bots, supports model providers including OpenAI, DeepSeek, and local LLMs, and adapts to platforms such as QQ, WeChat, Discord, Slack, Feishu, and DingTalk. Developers can configure conversation workflows, implement rate limiting strategies, and extend functionality with plugins. Built for scalability, LangBot unifies message handling, model interaction, and analytics into a single framework, accelerating the creation of conversational AI applications for customer service, internal notifications, and community management.