Principle:Infiniflow Ragflow Operator Configuration
| Knowledge Sources | |
|---|---|
| Domains | RAG, Agent_Systems, Workflow_Orchestration |
| Last Updated | 2026-02-12 06:00 GMT |
Overview
A dynamic component resolution pattern that maps operator type names to executable component classes with validated parameter schemas.
Description
Operator Configuration resolves string component names to Python classes via a dynamic import registry. Each component class (LLM, Agent, Retrieval, Categorize, etc.) has an associated parameter class that validates configuration. The registry uses importlib to auto-discover components from agent/component/, agent/tools/, and rag/flow/ modules.
Usage
Used during agent execution to instantiate and configure components from the DSL definition.
Theoretical Basis
The component registry follows the Strategy pattern:
- Registration: Components register themselves via module auto-import
- Resolution: String names resolve to classes via the component_class function
- Validation: Each component's param class validates configuration before execution
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