PnotP client and API wrappers for PathoVision models.
Project description
PnotP
Unified API and Python client for PathoVision vision models.
Packages
pnotp_api: FastAPI service that wraps PathoVision ensembles under a consistent/v1surface with API-key auth.pnotp: Python client for calling the PnotP API.
Install (client only)
pip install pnotp
Install (client + server extra)
pip install "pnotp[server]"
Usage (client)
import pnotp as pnp
client = pnp.client(api_key="YOUR_KEY") # default base URL is production
client.models()
model = client.models("pneumonia_binary_classification")
result = model.predict("image.jpg")
heatmap = model.attention_map("image.jpg")
Set your key once per shell:
export PNOTP_API_KEY="your_api_key_here"
python your_script.py # pnp.client() will read the env var automatically
Run the API locally
export PNOTP_INTERNAL_SECRET="dev-secret"
export PATHOVISION_ROOT="/absolute/path/to/PathoVision" # if not default
uvicorn pnotp_api.main:app --host 0.0.0.0 --port 8000
Issue an API key (internal)
curl -X POST http://127.0.0.1:8000/internal/api-keys \
-H "X-Internal-Secret: $PNOTP_INTERNAL_SECRET" \
-H "Content-Type: application/json" \
-d '{"user_external_id":"demo-user","plan_code":"pathovision_starter"}'
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