Coffee-Shop-AI-Agents is an open-source framework for building and deploying specialized AI agents that automate key coffee shop functions. Leveraging LangChain and OpenAI models, the project provides modular agents, including a barista agent that handles complex beverage orders, offers customization recommendations, and manages ingredient availability. The cashier agent processes payments, issues digital receipts, and tracks sales metrics. A manager agent generates inventory forecasts, suggests restocking schedules, and analyzes performance data. With customizable prompts and pipeline configurations, developers can quickly adapt the agents to unique shop policies and menu items. The repository includes setup scripts, API integrations, and example workflows to simulate realistic customer interactions and operational analytics in a developer-friendly environment.

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.