GPTMe provides a robust platform for orchestrating AI agents that retain conversational context, integrate external tools, and expose a consistent API. Developers install a lightweight Python package, define agents with plug-and-play memory backends, register custom tools (e.g., web search, database queries, file operations), and spin up a local or cloud service. GPTMe handles session tracking, multi-step reasoning, prompt templating, and model switching, delivering production-ready assistants for customer service, productivity, data analysis, and more.

OpenAI Agents provides a modular environment to define, run, and manage autonomous AI agents backed by OpenAI's language models. Developers can configure agents with memory stores, register custom tools or plugins, orchestrate multi-agent collaboration, and monitor execution through built-in logging. The framework handles API calls, context management, and asynchronous task scheduling, enabling rapid prototyping of complex AI-driven workflows and applications that perform tasks such as data extraction, customer support automation, code generation, and research assistance.