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Update app.py
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app.py
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@@ -44,7 +44,25 @@ def predict_vihatet5(comment: str, prefix: str = "hate-speech-detection"):
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output_ids = model.generate(**inputs, max_length=50)
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output = tokenizer.decode(output_ids[0], skip_special_tokens=True)
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return output
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# API route
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@app.post("/predict")
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def predict(input_data: CommentInput):
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output_ids = model.generate(**inputs, max_length=50)
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output = tokenizer.decode(output_ids[0], skip_special_tokens=True)
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return output
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@app.get("/")
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async def root():
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"""Health check endpoint with comprehensive API documentation"""
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return {
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"endpoints": {
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"POSR /predict": {
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"Resquest body": {
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"input": "string",
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"prefix": "hate-speech-detection or toxic-speech-detection"
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},
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"Response": {
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"input": "string",
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"prefix": "hate-speech-detection or toxic-speech-detection",
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"prediction": "offensive,hate,..."
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}
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}
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}
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}
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# API route
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@app.post("/predict")
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def predict(input_data: CommentInput):
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