📄 中文摘要
Sofia Core 是一款开源 AI 基础设施，将生物计算范式引入生产系统。该平台实现了 DNA 计算，利用生物启发算法实现大规模并行处理，可达到 10^15 次操作。同时，它融合了群体智能，能够协调 1,000 多个 AI 智能体进行协同问题解决。此外，Sofia Core 还具备时间推理能力，通过因果推理提供时间感知的预测。该系统完全采用 Python 构建，并配备了生产就绪的基础设施，包括 FastAPI、PostgreSQL 和 Redis，测试覆盖率超过 70%。Sofia Core 专为生产环境设计，支持与 OpenAI 和 Anthropic 等大型语言模型集成，并提供身份验证、缓存以及 Docker/Kubernetes 支持，确保其在实际应用中的高性能和可靠性。
📄 English Summary
Sofia Core - Open Source AI Infrastructure with DNA Computing
Sofia Core is an open-source AI infrastructure designed to integrate biological computing paradigms into production systems. This platform incorporates DNA Computing, leveraging biologically-inspired algorithms to achieve massive parallelism, capable of 10^15 operations. It also features Swarm Intelligence, enabling the coordination of over 1,000 AI agents simultaneously for collective problem-solving. Furthermore, Sofia Core includes Temporal Reasoning capabilities, providing time-aware predictions through causal inference. The entire system is built in Python and comes with production-ready infrastructure, including FastAPI, PostgreSQL, and Redis, boasting over 70% test coverage. Sofia Core is specifically engineered for production use, supporting integration with leading large language models like OpenAI and Anthropic. It offers robust authentication, caching mechanisms, and comprehensive support for Docker and Kubernetes deployments, ensuring high performance and reliability in real-world applications. The framework's design emphasizes scalability and efficiency, making it suitable for complex AI tasks requiring advanced computational methods and seamless integration into existing enterprise environments.