openmed

Monthly downloads

1.9M

Weekly downloads

473.3K

GitHub stars

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version

3.0.0

Requires Python

>=3.10

Licence

Apache-2.0

Last Release

1 week ago

Author

Maziyar Panahi

First Release

August 9, 2025

Total Releases

Python Versions

3.10 3.11 3.12 3.13

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

What's this?

Score based on PyPI data only - no linked source repository

N/A

Health Score

Not available

requires GitHub data

Maintenance

Actively Maintained

click for breakdown

Downloads by OS

Linux 73.5K

macOS 7

Windows 1

Python Versions

3.10

98.7% 72.5K

3.14

1.1% 823

3.11

0.1% 83

3.12

0.1% 72

3.13

0.0% 4

Top Countries

72.5K

561

434

10.

Weekly Downloads

Last 7 days

473,326

Last 30 days

1,933,636

Peak week (to 2026-10-10)

473,326

2026-09-25 – 2026-10-10. Enable JavaScript for the interactive chart.

GitHub Stars

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Dependencies

faker >=22.0
jieba <0.43,>=0.42.1
pysbd <0.4,>=0.3.4
pyyaml >=6.0
tomli >=2.0
python_version < "3.11"

235 optional dependencies

accelerate>=0.29[hf]
extra == "hf"
adlfs>=2025.8.0[cloud]
extra == "cloud"
apache-airflow<4,>=3.2.2[airflow]
extra == "airflow"
apache-beam<3,>=2.73[beam]
extra == "beam"
auto-gptq>=0.7.1[gptq]
extra == "gptq"
autoawq==0.2.9[awq]
sys_platform == "linux" and extra == "awq"
banks>=2.4.5[agents]
extra == "agents"
banks>=2.4.5[llamaindex]
extra == "llamaindex"
click>=8.0[spacy]
extra == "spacy"
confluent-kafka>=2.3[kafka]
extra == "kafka"
coremltools>=8.0[coreml]
extra == "coreml"
cryptography<51,>=50[integrity]
extra == "integrity"
cryptography<51,>=50[service]
extra == "service"
cryptography<51,>=50[dev]
extra == "dev"
dagster<2,>=1.8[dagster]
extra == "dagster"
dask>=2024.8[dev]
extra == "dev"
dask>=2024.8[dask]
extra == "dask"
datasets>=5.0.1[gptq]
extra == "gptq"
datasets>=5.0.1[awq]
sys_platform == "linux" and extra == "awq"
duckdb<2,>=1.0[duckdb]
extra == "duckdb"
duckdb<2,>=1.0[dev]
extra == "dev"
easyocr>=1.7[multimodal]
extra == "multimodal"
extract-msg<0.57,>=0.56[email-msg-gpl]
extra == "email-msg-gpl"
fastapi>=0.110[service]
extra == "service"
fastapi>=0.110[dev]
extra == "dev"
fonttools==4.61.1[dev]
extra == "dev"
fsspec>=2026.6.0[triton]
extra == "triton"
fsspec>=2026.6.0[agents]
extra == "agents"
fsspec>=2026.6.0[airflow]
extra == "airflow"
fsspec>=2026.6.0[awq]
sys_platform == "linux" and extra == "awq"
fsspec>=2026.6.0[cloud]
extra == "cloud"
fsspec>=2026.6.0[coreml]
extra == "coreml"
fsspec>=2026.6.0[dagster]
extra == "dagster"
fsspec>=2026.6.0[dask]
extra == "dask"
fsspec>=2026.6.0[dev]
extra == "dev"
fsspec>=2026.6.0[edge-sbc]
extra == "edge-sbc"
fsspec>=2026.6.0[gliner]
extra == "gliner"
fsspec>=2026.6.0[gptq]
extra == "gptq"
fsspec>=2026.6.0[hf]
extra == "hf"
fsspec>=2026.6.0[journey]
extra == "journey"
fsspec>=2026.6.0[llamaindex]
extra == "llamaindex"
fsspec>=2026.6.0[mlx]
extra == "mlx"
fsspec>=2026.6.0[multimodal]
extra == "multimodal"
fsspec>=2026.6.0[onnx]
extra == "onnx"
fsspec>=2026.6.0[onnx-runtime]
extra == "onnx-runtime"
fsspec>=2026.6.0[openvino]
extra == "openvino"
fsspec>=2026.6.0[prefect]
extra == "prefect"
fsspec>=2026.6.0[ray]
extra == "ray"
fsspec>=2026.6.0[zh-hanlp]
extra == "zh-hanlp"
gcsfs>=2025.9.0[cloud]
extra == "cloud"
gitpython<4,>=3.1.60[docs]
extra == "docs"
gliner>=0.2.0[gliner]
extra == "gliner"
griffe[docs]
extra == "docs"
grpcio>=1.64[dev]
extra == "dev"
grpcio>=1.64[service]
extra == "service"
grpcio>=1.64[triton]
extra == "triton"
grpcio-tools>=1.64[dev]
extra == "dev"
h2>=4.4.1[prefect]
extra == "prefect"
h2>=4.4.1[beam]
extra == "beam"
hanlp<3,>=2.1[zh-hanlp]
extra == "zh-hanlp"
haystack-ai<3,>=2[haystack]
extra == "haystack"
hnswlib<1,>=0.8[grounding]
extra == "grounding"
httpx>=0.27[triton]
extra == "triton"
httpx>=0.27[openmrs]
extra == "openmrs"
httpx>=0.27[service]
extra == "service"
httpx>=0.27[dev]
extra == "dev"
httpx>=0.27[fhir]
extra == "fhir"
huggingface-hub>=0.30[mlx]
extra == "mlx"
huggingface-hub>=0.30[coreml]
extra == "coreml"
huggingface-hub>=0.30[dev]
extra == "dev"
huggingface-hub>=0.30[hf]
extra == "hf"
huggingface-hub>=0.30[onnx-runtime]
extra == "onnx-runtime"
hypothesis>=6.100[dev]
extra == "dev"
indic-nlp-library>=0.92[indic]
extra == "indic"
ipykernel>=6.0[dev]
extra == "dev"
jieba>=0.42[zh]
extra == "zh"
jinja2>=3.1.6[multimodal]
extra == "multimodal"
jinja2>=3.1.6[onnx]
extra == "onnx"
jinja2>=3.1.6[onnx-runtime]
extra == "onnx-runtime"
jinja2>=3.1.6[openvino]
extra == "openvino"
jinja2>=3.1.6[prefect]
extra == "prefect"
jinja2>=3.1.6[ray]
extra == "ray"
jinja2>=3.1.6[triton]
extra == "triton"
jinja2>=3.1.6[zh-hanlp]
extra == "zh-hanlp"
jinja2>=3.1.6[gliner]
extra == "gliner"
jinja2>=3.1.6[agents]
extra == "agents"
jinja2>=3.1.6[airflow]
extra == "airflow"
jinja2>=3.1.6[awq]
sys_platform == "linux" and extra == "awq"
jinja2>=3.1.6[cloud]
extra == "cloud"
jinja2>=3.1.6[coreml]
extra == "coreml"
jinja2>=3.1.6[dagster]
extra == "dagster"
jinja2>=3.1.6[dask]
extra == "dask"
jinja2>=3.1.6[dev]
extra == "dev"
jinja2>=3.1.6[edge-sbc]
extra == "edge-sbc"
jinja2>=3.1.6[gptq]
extra == "gptq"
jinja2>=3.1.6[hf]
extra == "hf"
jinja2>=3.1.6[journey]
extra == "journey"
jinja2>=3.1.6[llamaindex]
extra == "llamaindex"
jinja2>=3.1.6[mlx]
extra == "mlx"
jsonschema>=4.0[dev]
extra == "dev"
kopf<2,>=1.44.6[operator]
extra == "operator"
langchain-core<2,>=0.2[langchain]
extra == "langchain"
langchain-core<2,>=0.2[agents]
extra == "agents"
langgraph<2,>=0.2[agents]
extra == "agents"
langgraph<2,>=0.2[langgraph]
extra == "langgraph"
langgraph-sdk>=0.4.4[langgraph]
extra == "langgraph"
langgraph-sdk>=0.4.4[agents]
extra == "agents"
llama-index-core<1,>=0.10[agents]
extra == "agents"
llama-index-core<1,>=0.10[llamaindex]
extra == "llamaindex"
markdown-it-py<5,>=3.0[multimodal]
extra == "multimodal"
mcp<2,>=1.27[dev]
extra == "dev"
mcp<2,>=1.27[mcp]
extra == "mcp"
medspacy<2,>=1.3.1[medspacy]
python_version >= "3.12" and extra == "medspacy"
mkdocs>=1.6[docs]
extra == "docs"
mkdocs-git-revision-date-localized-plugin>=1.2.6[docs]
extra == "docs"
mkdocs-llmstxt<1,>=0.5.0[docs]
extra == "docs"
mkdocs-material>=9.5[docs]
extra == "docs"
mkdocs-minify-plugin>=0.8.0[docs]
extra == "docs"
mkdocs-static-i18n<2,>=1.3[docs]
extra == "docs"
mkdocstrings[docs]
extra == "docs"
mlx>=0.22[mlx]
extra == "mlx"
mlx-lm>=0.31[mlx]
extra == "mlx"
mypy==2.3.0[dev]
extra == "dev"
nbclient>=0.8.0[dev]
extra == "dev"
nbformat>=5.9.0[dev]
extra == "dev"
nbformat>=5.9.0[notebook]
extra == "notebook"
nncf>=2.10[openvino]
extra == "openvino"
numpy>=1.26[grounding]
extra == "grounding"
numpy>=1.26[multimodal]
extra == "multimodal"
numpy>=1.26[onnx-runtime]
extra == "onnx-runtime"
numpy>=1.26[triton]
extra == "triton"
numpy>=1.26[edge-sbc]
extra == "edge-sbc"
numpy>=1.26[duckdb]
extra == "duckdb"
numpy>=1.26[dev]
extra == "dev"
oauthlib>=4.0.0[cloud]
extra == "cloud"
oauthlib>=4.0.0[prefect]
extra == "prefect"
onnx>=1.21[onnx]
extra == "onnx"
onnx>=1.21[multimodal]
extra == "multimodal"
onnxruntime>=1.16[openvino]
extra == "openvino"
onnxruntime>=1.16[onnx]
extra == "onnx"
onnxruntime>=1.16[edge-sbc]
extra == "edge-sbc"
onnxruntime>=1.16[onnx-runtime]
extra == "onnx-runtime"
onnxscript>=0.1.0[onnx]
extra == "onnx"
opencc<2,>=1.4.1[dev]
extra == "dev"
opencc<2,>=1.4.1[zh]
extra == "zh"
openpyxl<4,>=3.1[dev]
extra == "dev"
openpyxl<4,>=3.1[multimodal]
extra == "multimodal"
opentelemetry-api<2,>=1.26[service]
extra == "service"
opentelemetry-api<2,>=1.26[otel]
extra == "otel"
opentelemetry-api<2,>=1.26[dev]
extra == "dev"
opentelemetry-exporter-otlp-proto-http<2,>=1.26[dev]
extra == "dev"
opentelemetry-exporter-otlp-proto-http<2,>=1.26[service]
extra == "service"
opentelemetry-sdk<2,>=1.26[dev]
extra == "dev"
opentelemetry-sdk<2,>=1.26[otel]
extra == "otel"
opentelemetry-sdk<2,>=1.26[service]
extra == "service"
openvino>=2024.0[openvino]
extra == "openvino"
paddleocr>=2.7[ocr-paddle]
extra == "ocr-paddle"
pandas>=2.0[pandas]
extra == "pandas"
pandas>=2.0[spark]
extra == "spark"
pandas>=2.0[dev]
extra == "dev"
pdfplumber>=0.11[multimodal]
extra == "multimodal"
pg8000<2,>=1.31.5[journey]
extra == "journey"
philter-ucsf<2,>=1.0.3[philter]
extra == "philter"
piexif>=1.1[multimodal]
extra == "multimodal"
pikepdf>=9.0[multimodal]
extra == "multimodal"
pillow>=10.0[multimodal]
extra == "multimodal"
pillow>=10.0[mlx]
extra == "mlx"
pillow==12.3.0[dev]
extra == "dev"
pkuseg<0.1,>=0.0.25[zh-pkuseg]
extra == "zh-pkuseg"
polars>=0.20[polars]
extra == "polars"
polars>=0.20[dev]
extra == "dev"
pre-commit>=4.0[dev]
extra == "dev"
prefect<4,>=3.7[prefect]
extra == "prefect"
presidio-analyzer<3,>=2.2.354[presidio]
extra == "presidio"
protobuf<7,>=5.26[service]
extra == "service"
protobuf<7,>=5.26[triton]
extra == "triton"
protobuf<7,>=5.26[dev]
extra == "dev"
pyarrow>=16[columnar]
extra == "columnar"
pyarrow>=16[spark]
extra == "spark"
pycld2<1,>=0.41[lid]
extra == "lid"
pydeid>=0.0.1[pydeid]
extra == "pydeid"
pydicom>=3.0[multimodal]
extra == "multimodal"
pymdown-extensions<12,>=11.0.1[docs]
extra == "docs"
pymongo>=4.18.2[beam]
extra == "beam"
pypinyin>=0.51[zh]
extra == "zh"
pyspark<4,>=3.5[spark]
extra == "spark"
pytesseract>=0.3.10[multimodal]
extra == "multimodal"
pytest>=7.0[dev]
extra == "dev"
pytest-cov>=4.0[dev]
extra == "dev"
pytest-timeout>=2.3[dev]
extra == "dev"
python-dateutil>=2.8[dev]
extra == "dev"
python-doctr>=1.0[multimodal]
extra == "multimodal"
python-docx>=1.1[multimodal]
extra == "multimodal"
python-pptx>=1.0[multimodal]
extra == "multimodal"
quickumls<2,>=1.4[quickumls]
extra == "quickumls"
rapidfuzz<4,>=3.9[grounding]
extra == "grounding"
ray<3,>=2.30[ray]
extra == "ray"
rich>=13.0[dev]
extra == "dev"
rich>=13.0[cli]
extra == "cli"
ruff==0.15.22[dev]
extra == "dev"
s3fs>=2025.9.0[cloud]
extra == "cloud"
safetensors>=0.4[mlx]
extra == "mlx"
scispacy<1,>=0.5.4[scispacy]
extra == "scispacy"
scrubadub<3,>=2.0[scrubadub]
extra == "scrubadub"
snowflake-snowpark-python<2,>=1.0[snowflake]
extra == "snowflake"
spacy>=3.8.9[spacy]
extra == "spacy"
sqlalchemy<3,>=2.0[sqlalchemy]
extra == "sqlalchemy"
sqlalchemy<3,>=2.0[dev]
extra == "dev"
strawberry-graphql<1,>=0.316[service]
extra == "service"
strawberry-graphql<1,>=0.316[dev]
extra == "dev"
tiktoken>=0.7[mlx]
extra == "mlx"
tokenizers>=0.15[onnx-runtime]
extra == "onnx-runtime"
tokenizers>=0.15[hf]
extra == "hf"
tokenizers>=0.15[edge-sbc]
extra == "edge-sbc"
tokenizers>=0.15[mlx]
extra == "mlx"
tomli>=2.0[dev]
python_version < "3.11" and extra == "dev"
torch>=2.13.0[multimodal]
extra == "multimodal"
torch>=2.13.0[zh-hanlp]
extra == "zh-hanlp"
torch>=2.13.0[onnx]
extra == "onnx"
torch>=2.13.0[awq]
sys_platform == "linux" and extra == "awq"
torch>=2.13.0[coreml]
extra == "coreml"
torch>=2.13.0[gliner]
extra == "gliner"
torch>=2.13.0[gptq]
extra == "gptq"
torch>=2.13.0[hf]
extra == "hf"
transformers==5.12.1[awq]
sys_platform == "linux" and extra == "awq"
transformers>=4.50[coreml]
extra == "coreml"
transformers>=4.50[hf]
extra == "hf"
transformers>=4.50[mlx]
extra == "mlx"
transformers>=4.50[onnx]
extra == "onnx"
transformers>=4.50[openvino]
extra == "openvino"
transformers>=4.50[triton]
extra == "triton"
typer>=0.12[cli]
extra == "cli"
typer>=0.12[dev]
extra == "dev"
uvicorn>=0.29[service]
extra == "service"
yasbd-lib<0.15,>=0.14.0[yasbd]
extra == "yasbd"

Used By

Not used by any tracked packages

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Data and sources

Tracking Since

September 26, 2026

Data Updated

October 11, 2026

Data Freshness

Fresh

Keywords

LLM NLP biomedical clinical healthcare medical medical LLMs medical NER medical NLP medical de-identification medical extraction medical language models medical reasoning natural language processing

Sources and methodology

Package Information

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