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CLI Reference

The newton command line tool orchestrates scinr ingestion pipeline tasks from your terminal.

Commands

newton run

Orchestrates full or partial ingestion pipeline runs.

newton run [OPTIONS]

Key Options

  • --input-raw PATH: Directory containing input document files.
  • --stages LIST: Comma-separated list of stages to run (e.g. preprocess,extraction,ingestion).
  • --model-class NAME: Registered Pydantic target extraction model class name.
  • --parallel-docs INT: Number of documents to process in parallel (default: 1).
  • --neo4j-uri URI: Neo4j Bolt connection URI.
  • --neo4j-user USER: Neo4j database username.
  • --neo4j-pass PASS: Neo4j database password.
  • --llm-provider NAME: Provider name (openai, bedrock, ollama).
  • --llm-model NAME: Model identifier (e.g., gpt-4o, claude-3-5-sonnet).

Usage Examples

Run Stages 0 to 2 only:

newton run --input-raw ./data --stages preprocess,extraction,ingestion