tensorgirl/CodeReviewAutomation

1from langchain_groq import ChatGroq2 3llm = ChatGroq(4    temperature=0,5    groq_api_key = "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",6    model_name="llama3-8b-8192"7)8 9from crewai import Agent, Task, Crew10import os11 12def predict(item):13 14    Code_Quality_agent = Agent(15        role="Senior Software Engineer",16        goal="Provide the best support quality assurance to the code written by the member in your team",17        backstory="You work in a financial organization. The Goal is to identify bugs,"18        " security should be a top concern. Look for common Look for common"19        " vulnerabilities like SQL injection, cross-site scripting (XSS), "20        "and insecure data handling practices.Ensure the code adheres to"21        " secure coding standards established by the organization or "22        "industry.Scrutinize how the code validates user input to prevent"23        " malicious attacks.For code involving financial calculations"24        " (e.g., interest rates, risk assessments), double-check the formulas"25        " and logic for accuracy. Consider edge cases and ensure the code behave"26        "s as intended under various scenarios.Verify that the code maintains data"27        " integrity throughout processing. This includes checking for potential"28        " data loss, corruption, or unauthorized access.Ensure the code complies"29        " with relevant industry standards and regulations.",30        verbose=True,31        allow_delegation=False,32        llm = llm33        34    )35    36    Code_Review = Task(expected_output=(37            "You would be given code as an input for the code review {code}. "38            "Make sure to use everything you know to provide the best support possible."39            "Provide clear and actionable feedback to the code author. Maintain a collaborative and respectful tone throughout the review process.Ensure the code complies with relevant industry standards and regulations."40        ),41        description=(42            "You would be given a code as an input for the code review {code}."43            "Make sure to use everything you know to provide the best support possible."44            "You must strive to provide a complete and accurate response."45        ),46        llm = llm,47        agent= Code_Quality_agent,48    )49    50    crew = Crew(51        agents=[Code_Quality_agent],52        tasks=[Code_Review],53        verbose=0,54    )55    56    57    result = crew.kickoff(inputs=item.dict())58    return result59