Processing Agent

The Processing agent executes the distillcore pipeline using the configuration recommended by the Triage agent.

Tools

Tool	API	Description
`process_document`	`process_document_async()`	Run full 7-stage pipeline
`save_result`	`Store.save()`	Persist result to storage

Output: ProcessingDecision


class ProcessingDecision(BaseModel):
    source_filename: str
    document_type: str
    document_title: str
    page_count: int
    section_count: int
    chunk_count: int
    structuring_coverage: float
    chunking_coverage: float
    end_to_end_coverage: float
    validation_passed: bool
    warnings: list[str]
    document_id: str
    reasoning: str

How It Works

Receives the TriageDecision as context
Builds a DistillConfig from triage recommendations (preset, chunk size, strategy, min_tokens, OCR, etc.)
Calls process_document with the configured pipeline — including ChunkConfig(strategy=, min_tokens=) from triage
Calls save_result to persist the processed document
Returns coverage metrics and document metadata