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8ba278c
1
Parent(s):
71e06b8
Revert back to using precomputed TF-IDF vectorizers and Matrices
Browse files- backend/main.py +1 -1
backend/main.py
CHANGED
@@ -35,7 +35,7 @@ async def lifespan(app: FastAPI):
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# Loading TF-IDF Models
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print("📂 Loading pre-computed TF-IDF models...")
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ml_models["applicant_vectorizer"] = load_tfidf_vectorizer(repo_id="Om-Shandilya/resume-matcher-tfidf", filename="applicant/job_vectorizer.pkl", local_vectorizer_path=None)
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-
ml_models["applicant_matrix"] = load_tfidf_matrix(repo_id="Om-Shandilya/resume-matcher-tfidf",
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ml_models["recruiter_vectorizer"] = load_tfidf_vectorizer(repo_id="Om-Shandilya/resume-matcher-tfidf", filename="recruiter/combined_vectorizer.pkl", local_vectorizer_path=None)
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ml_models["tfidf_job_df"] = load_job_titles(repo_id='Om-Shandilya/resume-matcher-tfidf', filename='applicant/tfidf_job_titles.csv', local_path=None)
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# Loading TF-IDF Models
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print("📂 Loading pre-computed TF-IDF models...")
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ml_models["applicant_vectorizer"] = load_tfidf_vectorizer(repo_id="Om-Shandilya/resume-matcher-tfidf", filename="applicant/job_vectorizer.pkl", local_vectorizer_path=None)
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+
ml_models["applicant_matrix"] = load_tfidf_matrix(repo_id="Om-Shandilya/resume-matcher-tfidf", filename="applicant/job_matrix.npz", local_matrix_path=None)
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ml_models["recruiter_vectorizer"] = load_tfidf_vectorizer(repo_id="Om-Shandilya/resume-matcher-tfidf", filename="recruiter/combined_vectorizer.pkl", local_vectorizer_path=None)
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ml_models["tfidf_job_df"] = load_job_titles(repo_id='Om-Shandilya/resume-matcher-tfidf', filename='applicant/tfidf_job_titles.csv', local_path=None)
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