Morgana

Morgana is a modern and flexible conversational AI framework designed to handle complex scenarios through a sophisticated multi-agent, intent-driven architecture. Built on cutting-edge .NET 10 and leveraging the actor model via Akka.NET, Morgana orchestrates specialized AI agents that collaborate to understand, classify and resolve customer inquiries with precision and context awareness.

The system is powered by Microsoft.Agents.AI, enabling seamless integration with Large Language Models (LLMs) while maintaining strict governance through guard rails and policy enforcement.

The source, the issue tracker and the releases live in the repository.

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Morgana Handbook

The framework: architecture, pipeline, agent authoring, prompt composition, channels, persistence, observability.

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Alembic Handbook

The authoring workbench that distils an interview with a domain expert into a complete, buildable Morgana domain.

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A2A Bearer Issuance

The agent-card extension by which a published agent declares the JWT issuer and audience a caller must mint its bearer token under.