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Update utils/mistral.py
Browse files- utils/mistral.py +5 -4
utils/mistral.py
CHANGED
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@@ -13,7 +13,8 @@ from utils.spacy import Parser_from_model
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load_dotenv()
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# Authenticate with Hugging Face
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HFT = os.getenv('HF_TOKEN')
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if not HFT:
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raise ValueError("Hugging Face token is not set in environment variables.")
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client = InferenceClient(model="mistralai/Mistral-Nemo-Instruct-2407", token=HFT)
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@@ -56,11 +57,11 @@ def Model_ProfessionalDetails_Output(resume, client):
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"projects": ["Extract all projects names or titles mentioned in the resume."],
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"projects_experience": ["Summarize overall project experiences, providing a brief description of each project as detailed in the resume."],
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"experience": ["Calculate total professional work experience in years and months based on the resume."],
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"certifications": ["
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"roles": ["
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"qualifications": ["List and Extract all educational qualifications, including degrees (e.g., BBA, MBA), their full forms, and associated levels (e.g., undergraduate, postgraduate) from resume. If none are found, return []."],
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"university": ["List and Extract the name of the University, College, or Institute attended, based on the resume. If not found, return []."],
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"courses": ["Extract the names of completed courses or based on the resume. If none are found, return []."]
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}}
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}}
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output:
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load_dotenv()
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# Authenticate with Hugging Face
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HFT = os.getenv('HF_TOKEN')
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+
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if not HFT:
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raise ValueError("Hugging Face token is not set in environment variables.")
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client = InferenceClient(model="mistralai/Mistral-Nemo-Instruct-2407", token=HFT)
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"projects": ["Extract all projects names or titles mentioned in the resume."],
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"projects_experience": ["Summarize overall project experiences, providing a brief description of each project as detailed in the resume."],
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"experience": ["Calculate total professional work experience in years and months based on the resume."],
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"certifications": ["List and Extract all certifications mentioned in the resume."],
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"roles": ["List and Extract the names of all job titles or roles mentioned in the resume."],
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"qualifications": ["List and Extract all educational qualifications, including degrees (e.g., BBA, MBA), their full forms, and associated levels (e.g., undergraduate, postgraduate) from resume. If none are found, return []."],
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"university": ["List and Extract the name of the University, College, or Institute attended, based on the resume. If not found, return []."],
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"courses": ["List and Extract the names of completed courses or based on the resume. If none are found, return []."]
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}}
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}}
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output:
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