Update app.py
Browse files
app.py
CHANGED
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@@ -2,7 +2,6 @@ from fastapi import FastAPI, HTTPException
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from pydantic import BaseModel
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from transformers import pipeline
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from typing import List
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import re
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app = FastAPI(title="NER + Emotion API")
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@@ -48,7 +47,7 @@ def home():
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# ---------------------------------------------------------
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# NER ENDPOINT
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# ---------------------------------------------------------
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@app.post("/analyze/ner")
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def analyze_ner(data: TextInput):
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@@ -61,14 +60,14 @@ def analyze_ner(data: TextInput):
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for entity in results:
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label = entity["entity_group"]
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if label == "PER":
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persons.append(
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elif label == "LOC":
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locations.append(
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elif label == "ORG":
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organizations.append(
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return {
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"persons": list(set(persons)),
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@@ -115,7 +114,7 @@ def analyze_sentiment(data: SentimentInput):
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return {"results": processed_results}
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except Exception as e:
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raise HTTPException(status_code=500, detail=str(e)
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if __name__ == "__main__":
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from pydantic import BaseModel
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from transformers import pipeline
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from typing import List
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app = FastAPI(title="NER + Emotion API")
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# ---------------------------------------------------------
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# NER ENDPOINT
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# ---------------------------------------------------------
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@app.post("/analyze/ner")
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def analyze_ner(data: TextInput):
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for entity in results:
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label = entity["entity_group"]
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word = entity["word"]
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if label == "PER":
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persons.append(word)
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elif label == "LOC":
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locations.append(word)
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elif label == "ORG":
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organizations.append(word)
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return {
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"persons": list(set(persons)),
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return {"results": processed_results}
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except Exception as e:
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raise HTTPException(status_code=500, detail=str(e))
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if __name__ == "__main__":
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