Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Weekly Downloads
GitHub Stars
Dependencies
- cryptography >=3.4.0
- numpy >=1.20.0
- scikit-learn >=1.0.0
18 optional dependencies
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black>=22.0.0[dev]extra == "dev"
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crewai>=0.30.0[integrations]extra == "integrations"
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flake8>=4.0.0[dev]extra == "dev"
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langchain-core>=0.1.0[integrations]extra == "integrations"
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litellm>=1.0.0[integrations]extra == "integrations"
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llama-index-core>=0.10.0[integrations]extra == "integrations"
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mkdocs-material>=9.5.0[docs]extra == "docs"
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mkdocstrings>=0.24.0[docs]extra == "docs"
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mypy>=0.950[dev]extra == "dev"
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opentelemetry-api>=1.20.0[telemetry]extra == "telemetry"
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promptshield[all]extra == "all"
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pyahocorasick>=2.0.0[output]extra == "output"
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pybloom-live>=4.0.0[output]extra == "output"
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pytest>=7.0.0[dev]extra == "dev"
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pytest-cov>=3.0.0[dev]extra == "dev"
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rank-bm25>=0.2.2[output]extra == "output"
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sentence-transformers>=2.2.0[ml]extra == "ml"
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xgboost>=1.5.0[ml]extra == "ml"