Policy Structure Extractor (Qwen3.5-9B LoRA)

Tools

• policy_structure_extractor_qwen3_extract_structure Extract a document's nested JSON structure from page images (or a PDF). Pages are processed left to right, each one seeded with the open path the previous page ended on, and merged into a single tree. Returns the merged tree, the raw output of the last page, a run log and the rendered pages. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: A tuple of (merged tree, raw last-page output, run log, rendered pages).

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As the server's own listing gives them. We never call a tool.