Overchat utilizes advanced natural language processing and artificial intelligence to facilitate seamless and intelligent conversations. By integrating smart algorithms, it understands user intentions and context, providing relevant and personalized responses. This enables individuals and businesses to enhance their communication strategies, improve customer interactions, and foster meaningful dialogue while saving time and increasing productivity.

Cerebellum offers a modular platform where developers define agents using declarative plans composed of sequential steps or tool invocations. Each plan can call built-in or custom tools—such as API connectors, retrievers, or data processors—through a unified interface. Memory modules allow agents to store, retrieve, and forget information across sessions, enabling context-aware and stateful interactions. It integrates with popular LLMs (OpenAI, Hugging Face), supports custom tool registration, and features an event-driven execution engine for real-time control flow. With logging, error handling, and plugin hooks, Cerebellum boosts productivity, facilitating rapid agent development for automation, virtual assistants, and research applications.