PandaRobot Chat provides an intuitive web-based interface for designing AI-driven chat agents without programming skills. Users start by selecting conversation templates or building flows with a drag-and-drop editor, then connect to external data sources or APIs for dynamic responses. The platform supports multiple AI models, customizable NLP settings, and multi-turn dialogues. Agents can be enriched with knowledge bases, scheduled tasks, and conditional workflows to perform tasks like answering FAQs, processing orders, or handling support tickets. Once configured, agents deploy across websites, WhatsApp, Facebook, and more. Real-time analytics and A/B testing tools allow continuous optimization of agent performance, ensuring high engagement and satisfaction.

CivAI offers a user-friendly interface for building AI-driven chat agents. With step-by-step wizards, you define each character's system prompts, memory triggers, and personality traits—like tone, interests, and expertise. The platform supports uploading custom instructions and connecting your own OpenAI API key for advanced control over model behavior. Once created, characters can be tested in real-time chat windows, saved to personal libraries, and published to an online gallery where other users can chat, rate, and fork them. CivAI also provides analytics on conversation patterns, enabling iterative refinement and optimization of agent interactions.