Tool Execution Runtime
Tools are executable units associated with a model. Each tool runs in an isolated execution environment.
- Tools can execute custom code
- Tools may accept structured parameters
- Execution results are returned to the model runtime
- Execution is synchronous per inference request
Action Configuration
Actions define callable functions exposed to the model. Each action includes a name, description, and parameter schema.
- Actions can be enabled or disabled per model
- Parameter schemas are validated before execution
- Disabled actions are never invoked by the runtime
Dependency Management
Tools may declare external dependencies required for execution.
- Dependencies are installed in isolated environments
- Dependency changes do not affect other tools
- Version conflicts are scoped per tool
Secrets
Secrets provide secure credentials for tools and integrations.
- Secrets are encrypted at rest
- Secrets are never exposed in logs or responses
- Missing secrets prevent tool execution
Interfaces
Interfaces expose deployed models to external systems. Each interface maps requests into conversations and inference calls.
- Web interfaces
- Email integrations
- WhatsApp integrations
- Direct API access
API Interface
The API interface allows external systems to create conversations and send messages using REST APIs.
- Authenticated using API keys
- Supports conversation lifecycle APIs
- Supports inference execution
Scheduled Automations
Scheduled automations allow time-based execution of model actions.
- One-time or recurring schedules
- Triggers model execution at scheduled times
- Disabled schedules do not execute
Constraints
- All execution occurs within deployment boundaries
- Tools cannot access undeclared secrets
- Interfaces do not bypass model or deployment rules
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