INNER CODE UNIT · Python

NLPPipelineDriver

maxpumperla/learning_ray · notebooks/app.py:144

class NLPPipelineDriver:
    def __init__(self, sentiment_analysis, summarizer, entity_recognition):
        self._sentiment_analysis = sentiment_analysis
        self._summarizer = summarizer
        self._entity_recognition = entity_recognition

    @app.get("/", response_model=Response)
    async def summarize_article(self, search_term: str) -> Response:
        # Fetch the top page content for the search term if found.
        page_content = fetch_wikipedia_page(search_term)
        if page_content is None:
            return Response(success=False, message="No pages found.")

        # Conditionally continue based on the sentiment analysis.
        is_positive = await self._sentiment_analysis.remote(page_content)
        if not is_positive:
            return Response(success=False, message="Only positivitiy allowed!")

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