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Swarm Management is a python application, installed with pip. The application makes it easy to manage a Docker Swarm by configuring a single *.yml file describing which stacks to deploy, and which networks, configs or secrets to create.

Prompt-injection firewall for LLM applications — 33 input detectors, 9 output scanners, federated ed25519-signed threat-intel feed. Apache 2.0, 1040 tests, F1 96.0% with 0% false positives. Docker, GitHub Action, LangChain/LlamaIndex/CrewAI integrations.

AI-powered disaster alert system for Pakistan that automatically processes official emergency warning documents.

  • ai
  • data-aggregation
  • disaster-preparedness
  • disaster-risk-reduction

A professional Python tool and modern desktop GUI for converting academic citations and document formatting (APA 7, Harvard, Vancouver) in Microsoft Word (.docx) files.

  • academia
  • apa7
  • citation-manager
  • reference-formatting