BaseAI is designed for developers looking to create serverless AI agents effortlessly. It facilitates the development of autonomous agents that can remember past interactions and decisions. This platform enables users to build 'agentic pipes', tools, and memory modules, making it easier to implement complex AI functionalities. With a focus on simplicity and deployment agility, BaseAI allows for the seamless integration of various components, ensuring that projects can be quickly developed and launched without extensive overhead.

AgentX provides an extensible architecture for building AI-driven agents that leverage large language models, tool and API integrations, and memory modules to perform complex tasks autonomously. It features a plugin system for custom tools, support for vector-based retrieval, chain-of-thought reasoning, and detailed execution logs. Users define agents through flexible configuration files or code, specifying tools, memory backends like Chroma DB, and reasoning pipelines. AgentX manages context across sessions, enables retrieval-augmented generation, and facilitates multiturn conversations. Its modular components allow developers to orchestrate workflows, customize agent behaviors, and integrate external services for automation, research assistance, customer support, and data analysis.