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ragflow/rag/prompts/toc_from_text_user.md
Billy Bao 1a47e136e3 Feat: Adds a new feature that enables the LLM to extract a structured table of contents (TOC) directly from plain text. (#10428) 
### What problem does this PR solve?

**Adds a new feature that enables the LLM to extract a structured table
of contents (TOC) directly from plain text.**
_This implementation prioritizes efficiency over reasoning — the model
runs in a strictly deterministic mode (thinking disabled) to minimize
latency.
As a result, overall performance may be less optimal, but the extraction
speed and consistency are guaranteed._

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-10-09 13:47:31 +08:00

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OUTPUT FORMAT

  • Return ONLY the JSON array.
  • Use double quotes.
  • No extra commentary.
  • Keep language of "title" the same as the input.

INPUT {{text}}