from microsoft_agents.activity import load_configuration_from_env, Activity, ActivityTypes from microsoft_agents.authentication.msal import MsalConnectionManager from ...

Basic usage and architecture are intentionally kept minimal in this README. Agent-specific setup (OpenClaw and similar MCP clients) lives in AGENT_SETUP.md. I want to ...

In this tutorial, we build an EverMem-style persistent agent OS. We combine short-term conversational context (STM) with long-term vector memory using FAISS so the agent can recall relevant past ...

In this tutorial, we build an advanced multi-agent communication system using a structured message bus architecture powered by LangGraph and Pydantic. We define a strict ACP-style message schema that ...