User management (authentication, current user details).
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Augmented Operations Management API (1.0.0)
This API provides backend services for the Augmented Decision Making application, focusing on the efficient scheduling and assignment of tasks Operations to a given Resources.
The system models the following key entities:
- Locations: Representing physical areas
- Resources: Specific assignable assets within a location.
- Tasks: Represent individual events, jobs. Tasks include detailed time information (planned, expected, actual) and model uncertainty using statistical parameters (sigma, skew factor, distribution mean/earliest/latest). Tasks also support versioning to track updates.
- Operations: Represent a complete operation, linking an inbound task to an outbound task. Operations contain relevant metadata.
- Assignments: Link an Operation to a specific Resource for a given time period.
- Tags: Can be used to restrict possible assignments as well as indicate preferences or penalties.
- Rules: Can be used to specify preferences or penalties in conjunction with the tagging mechanism.
The API enables users and automated systems to:
- Manage Data: Perform CRUD operations on Locations, Resources, Tasks, Operations, and Assignments.
- Track Operations Times: Handle various time representations and update task details, including imposing delays. Task updates create new versions, preserving history.
- Assignments: Assign or reassign operation to resources.
- Detect Conflicts: Identify situations where an assigned conflicting (overlapping) with another based on their expected time windows.
- Resolve Conflicts: Offer mechanisms to resolve individual scheduling conflicts through AI.
- Optimize Globally: Offer global optimization of the schedule using various solvers to minimize conflicts and reassignments while optimizing for rules.
- AI Assistance: Interact with an AI agent (via the
/agent/endpoint) using natural language to query the schedule, identify conflicts, request moves, or trigger conflict resolution processes. The agent utilizes specialized tools to interact with the system's state. - Real-time Updates: Delivers real-time notifications about changes to Assignments and Operations via WebSockets to subscribed clients.
- Virtual State Management: Allows temporary modifications to the schedule (virtual assignments) for "what-if" scenarios or agent-driven planning before potentially persisting changes.
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