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.
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((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
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Dependencies
- typing-extensions >=4.16.0
47 optional dependencies
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aiosqlite>=0.19[all]extra == "all"
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aiosqlite>=0.19[sqlalchemy]extra == "sqlalchemy"
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argon2-cffi>=23.1[argon2]extra == "argon2"
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argon2-cffi>=23.1[all]extra == "all"
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asyncpg>=0.29[sqlalchemy]extra == "sqlalchemy"
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asyncpg>=0.29[all]extra == "all"
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cryptography>=44[crypto]extra == "crypto"
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cryptography>=44[all]extra == "all"
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gliner2>=2[gliner2]extra == "gliner2"
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gliner2>=2[all]extra == "all"
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httpx>=0.28[client]extra == "client"
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httpx>=0.28[all]extra == "all"
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langchain>=1.2[langchain]extra == "langchain"
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langchain>=1.2[llm]extra == "llm"
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langchain>=1.2[all]extra == "all"
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llama-index-core>=0.14[llama-index]extra == "llama-index"
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llama-index-core>=0.14[all]extra == "all"
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mistralai>=1.0[mistral]extra == "mistral"
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mistralai>=1.0[all]extra == "all"
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opentelemetry-api>=1.30[all]extra == "all"
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opentelemetry-api>=1.30[observation]extra == "observation"
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peft<1,>=0.10[all]extra == "all"
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peft<1,>=0.10[gliner2]extra == "gliner2"
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presidio-analyzer>=2.2[presidio]extra == "presidio"
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presidio-analyzer>=2.2[all]extra == "all"
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pydantic>=2.6[config]extra == "config"
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pydantic>=2.6[all]extra == "all"
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pydantic-ai>=2.0[pydantic-ai]extra == "pydantic-ai"
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pydantic-ai>=2.0[all]extra == "all"
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pydantic-settings>=2.0[config]extra == "config"
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pydantic-settings>=2.0[all]extra == "all"
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rapidfuzz>=3.9[fuzzy]extra == "fuzzy"
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rapidfuzz>=3.9[all]extra == "all"
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redis>=5[redis]extra == "redis"
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redis>=5[all]extra == "all"
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spacy>=3.7[spacy]extra == "spacy"
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spacy>=3.7[all]extra == "all"
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sqlalchemy>=2.0[sqlalchemy]extra == "sqlalchemy"
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sqlalchemy>=2.0[all]extra == "all"
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torch<3,>=2.1[gliner2]extra == "gliner2"
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torch>=2.0[transformers]extra == "transformers"
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torch<3,>=2.1[all]extra == "all"
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transformers>=5[gliner2]extra == "gliner2"
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transformers>=4.40[transformers]extra == "transformers"
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transformers>=4.40[all]extra == "all"
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typer>=0.12[all]extra == "all"
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typer>=0.12[config]extra == "config"