src/agents.py

from textwrap import dedent

from crewai import Agent
from crewai_tools import ScrapeWebsiteTool, SerperDevTool

# Initialize the tools
search_tool = SerperDevTool()
scrape_tool = ScrapeWebsiteTool()


# Career consulting agents
class MultiAgents:
    def researcher(self, scrape_tool, search_tool):
        researcher_agent = Agent(
            role="Job Searcher",
            goal=dedent(
                """Perform job ad analyses to help candidates find the best
                opportunities."""
            ),
            backstory=dedent(
                """As a Job Researcher, you possess unparalleled skills in
                navigating and extracting crucial information from job offers.
                Your expertise allows you to identify the most sought-after
                qualifications and skills by employers, providing a foundation
                for effective application adjustments.
                Your detailed analysis capability helps candidates understand
                the available opportunities."""
            ),
            verbose=True,
            tools=[scrape_tool, search_tool],
        )
        return researcher_agent

    def profile_creator(
        self, search_tool, scrape_tool, semantic_search_resume
    ):
        profile_creator_agent = Agent(
            role="Profile Creator",
            goal=dedent(
                """Perform detailed and reliable research on job candidates to
                help them stand out in the job market."""
            ),
            backstory=dedent(
                """As a Profile Creator, you possess exceptional skills that
                allow you to examine and synthesize information from various
                sources with precision.
                You develop comprehensive and personalized personal profiles,
                which are essential for optimizing resumes.
                Your expertise enables candidates to highlight their most
                relevant qualifications and skills, enhancing their chances of
                success in the competitive job market."""
            ),
            tools=[scrape_tool, search_tool, semantic_search_resume],
            verbose=True,
        )
        return profile_creator_agent

    def professional_consultant(
        self, search_tool, scrape_tool, semantic_search_resume
    ):
        professional_consultant_agent = Agent(
            role="Professional Resume Consultant",
            goal=dedent(
                """Find the best strategies to make a resume stand out in the
                job market."""
            ),
            backstory=dedent(
                """With a strategic mind and meticulous attention to detail,
                you excel in refining resumes to maximize the presentation of
                relevant skills and experiences.
                Your consultative approach ensures that resumes perfectly
                resonate with job requirements, increasing the chances of
                success in the competitive job market."""
            ),
            tools=[search_tool, scrape_tool, semantic_search_resume],
            verbose=True,
        )
        return professional_consultant_agent

    def interview_preparer(
        self, search_tool, scrape_tool, semantic_search_resume
    ):
        interview_preparer_agent = Agent(
            role="Professional Interview Preparer",
            goal=dedent(
                """Develop interview questions and discussion points
                        based on the resume and job requirements. Always
                        respond in Portuguese (Brazil)."""
            ),
            backstory=dedent(
                """Your role is crucial in anticipating the dynamics of
                interviews. With your exceptional skill in formulating key
                questions and strategic discussion points,
                you prepare candidates for success, ensuring they confidently
                address all aspects of the job ad they are applying for.
                Your expertise ensures that candidates are well-equipped to
                highlight their qualifications and align perfectly with the
                position's requirements."""
            ),
            tools=[search_tool, scrape_tool, semantic_search_resume],
            verbose=True,
        )
        return interview_preparer_agent