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aegis-integrity


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Author: Sunil Gentyala
License: MIT
Summary: Open-source, offline, bias-aware academic integrity checker: plagiarism, AI content detection, LLM watermark detection, citation integrity & network analysis, stylometric authorship profiling, semantic coherence analysis, and batch classroom scanning.
Latest version: 3.3.2
Required dependencies: click | datasketch | fastapi | jinja2 | mcp | numpy | pydantic | pymupdf | python-docx | python-dotenv | python-multipart | requests | rich | scikit-learn | starlette | texsoup | tqdm | uvicorn
Optional dependencies: bibtexparser | faiss-cpu | habanero | langdetect | mcp | nltk | sentence-transformers | spacy | textstat | torch | transformers

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