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Factflow

Translator workflow

Simplest workflow package. One adapter, one config. Translates content between languages while preserving markdown structure.

Usage

Section titled “Usage”
- type: "llm_translator"
  config:
    provider: "cheap"
    model: "claude-sonnet-4-6"
    source_language: "nb"
    target_language: "en"
    preserve_markdown: true
    max_tokens: 4096

Where it fits

Section titled “Where it fits”

Typically placed between markdown conversion and embedding, so translated variants get indexed alongside the original:

web_scraper → html_to_markdown → llm_translator → smart_segmenter → embedding_generator
Section titled “Related”