Create crew.py
Browse files
crew.py
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import os
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from textwrap import dedent
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from crewai import Agent, Task
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class FormFillingAgents:
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"""Agents for form-filling tasks."""
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def resume_analysis_agent(self,llm):
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"""Creates an agent to analyze resumes and match job descriptions."""
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return Agent(
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role="Resume Analysis Agent",
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llm=llm,
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goal="Analyse the resume and extract the required information.",
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backstory=dedent("""You are a Resume Analysis Agent that analysis provided resume
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and extract the required information from it.Seach for the best matching job online
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so that it can be used for further processes like Job Form Filling."""),
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)
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def question_answering_agent(self,llm):
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"""Creates an agent to answer user questions."""
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return Agent(
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role="Question Answering Agent",
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llm=llm,
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goal="Answer user-provided questions accurately and correctly.",
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backstory=dedent("""You are a Question Answering Agent
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and you have been assigned to answer the questions asked by the users.
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You have to make sure that the answers are correct and accurate."""),
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)
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class FormFillingTasks:
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"""Tasks for form-filling processes."""
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def profile_analysis_task(self, agent, resume_data, job_desc):
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"""Creates a task for analyzing resumes against job descriptions."""
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return Task(
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name="Profile Analysis Task",
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description=dedent(f"""
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Your Task: Analyze the provided resume and job description to identify key matches and insights.
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**Objectives:**
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- Understand the company's requirements and expectations for the role by reviewing the job description.
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- Compare and match the user's resume data to the job description, highlighting relevant skills, achievements, and experiences.
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- Extract actionable insights from the resume that align with the role's requirements.
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**Input Data:**
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- User-provided resume: {resume_data}
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- Job description for the role: {job_desc}
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Your output should demonstrate a clear understanding of the job's demands and the user's suitability based on their resume."""),
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expected_output=dedent(f"""You have successfully understand the companies requirement and the job description
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try to match the resume with the job description and extract the required information."""),
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agent=agent,
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)
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def question_answering_task(self, agent, questions):
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"""Creates a task for answering questions from hiring personnel."""
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return Task(
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name="Question Answering Task",
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description=dedent(f"""
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Your Task: Respond to job application or HR-related questions by providing answers that maximize the user's chances of securing the job.
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**Objectives:**
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- Leverage the user's resume and the job description to craft tailored responses.
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- Provide accurate, thoughtful, and professional answers that reflect the user's actual skills, experiences, and qualifications.
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- Ensure that the answers align with the role's requirements and highlight the user's suitability.
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**Guidelines:**
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- Do **not** fabricate skills or qualifications not present in the resume.
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- Emphasize the user's strengths, achievements, and relevance to the role.
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- Focus on creating responses that fulfill job application requirements or address HR queries effectively.
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**Input Data:**
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- List of questions from HR or hiring personnel: {questions}
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Your responses will directly impact the user's success in the application process. Aim for precision, professionalism, and alignment with the provided data."""),
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expected_output="You final output must include all questions asked and their answers .",
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agent=agent,
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)
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