At its core, LionAGI provides a modular architecture for defining and executing dependent task stages, breaking complex problems into logical components that can be processed sequentially or in parallel. Each stage can leverage a custom prompt, memory storage, and decision logic to adapt behavior based on previous results. Developers can integrate any supported LLM API or self-hosted model, configure observation spaces, and define action mappings to create agents that plan, reason, and learn over multiple cycles. Built-in logging, error recovery, and analytics tools enable real-time monitoring and iterative refinement. Whether automating research workflows, generating reports, or orchestrating autonomous processes, LionAGI accelerates the delivery of intelligent, adaptable AI agents with minimal boilerplate.

SideChat revolutionizes the way you use ChatGPT by integrating its capabilities directly into your web browsing experience. This extension empowers users to access AI-generated responses without the hassle of switching tabs or losing context. Perfect for students, professionals, and anyone in between, SideChat delivers custom replies in real-time, enabling efficient communication and work processes. Its intuitive design ensures that you can engage with AI intelligently and effortlessly, whether you're researching, writing, or brainstorming ideas.