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Extracting Keywords using Yake #1

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Merged
rishabhshah13 merged 1 commit into from
Feb 19, 2025
Merged

Extracting Keywords using Yake #1

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11 changes: 10 additions & 1 deletion backend/microservices/summarization_service.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,7 @@
import openai
from backend.core.config import Config
from backend.core.utils import setup_logger, log_exception
import yake

# Initialize logger
logger = setup_logger(__name__)
Expand Down Expand Up @@ -74,6 +75,13 @@ def run_summarization(text):
logger.error(f"Error in summarization: {str(e)}")
return "Error generating summary"

@log_exception(logger)
def get_keywords(text,num_keywords=1):
kw_extractor = yake.KeywordExtractor(top=num_keywords, lan='en')
keywords = kw_extractor.extract_keywords(text)
return [kw[0] for kw in keywords]


@log_exception(logger)
def process_articles(session_id=None):
try:
Expand Down Expand Up @@ -105,7 +113,8 @@ def process_articles(session_id=None):
'url': article['url'],
'urlToImage': article.get('urlToImage'),
'content': article.get('content', ''),
'summary': summary
'summary': summary,
'filter_keywords': get_keywords(article.get('content', ''))
})

# Save summarized articles to configured path with session_id
Expand Down
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