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This project is a cross-platform messaging client that implements a secure, real-time communication protocol. It provides a comprehensive development toolkit, including a database library and messaging SDK, which allows for the creation of custom messaging applications that maintain synchronized state across multiple devices. The core architecture relies on an asynchronous event-driven model to ensure responsive performance while managing persistent local database synchronization with server-side state. The client distinguishes itself through a robust end-to-end encryption layer that supports

This is an open-source Python SDK for building and orchestrating production-grade AI agents. It provides a unified framework for creating conversational agents that can use tools, maintain state, and coordinate across multiple language model providers including OpenAI, Anthropic, Google, Amazon Bedrock, and locally-hosted models. The SDK supports multi-agent orchestration through graphs, teams, and swarms, allowing several specialized agents to collaborate on complex tasks. Agents can be composed as callable tools that other agents invoke, and the framework includes policy handlers that inspe

OCI Container Image Specification 是一个标准化的容器镜像格式，确保了不同构建工具和运行时之间的互操作性。它作为一种分发标准，用于构建镜像 Blob 和清单（manifests），为在注册表和客户端之间传输数据提供了一致的方式。 该规范采用内容可寻址存储标准，使用加密摘要标识镜像层和清单，以确保数据完整性。它包括一个用于定义执行元数据（如入口点和环境变量）的基于 JSON 的配置模式，并提供了一种灵活的打包格式，以使用自定义媒体类型捆绑非容器工件。 该项目涵盖了高级能力，包括通过将引用映射到特定操作系统和架构的索引进行多平台镜像分发。它还定义了文件系统层组合、通过清单进行资源映射以及将镜像配置转换为运行时规范的机制。