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[ACL 2025] The official implementation of the paper "PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free".

trycast parses JSON-like values whose shape is defined by TypedDicts and other standard Python type hints.

  • parsing
  • python
  • typechecking
  • runtime-typechecking

RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation

  • biological-images
  • root
  • painter
  • segmentation

PDF extraction that audits its own output — and certifies any other extractor's, catching pages they silently dropped. Verify signed manifests offline: free, MIT, no account. 0.903 on opendataloader-bench, #2 of 8 engines. 7-tool MCP server.