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Update app.py
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app.py
CHANGED
@@ -2,6 +2,10 @@ import gradio as gr
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from transformers import pipeline
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import os
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# Initialize global pipeline
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ner_pipeline = None
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@@ -12,7 +16,9 @@ def load_healthcare_ner_pipeline():
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ner_pipeline = pipeline(
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"token-classification",
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model="TypicaAI/HealthcareNER-Fr",
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aggregation_strategy="first" # Groups B- and I- tokens into entities
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)
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return ner_pipeline
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from transformers import pipeline
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import os
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# Set up Hugging Face API token
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from huggingface_hub import login
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login("your-hf-api-token")
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# Initialize global pipeline
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ner_pipeline = None
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ner_pipeline = pipeline(
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"token-classification",
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model="TypicaAI/HealthcareNER-Fr",
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aggregation_strategy="first", # Groups B- and I- tokens into entities
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use_auth_token=os.getenv("HFTOKEN") # Use the token for gated models
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)
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return ner_pipeline
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