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from langchain_groq import ChatGroq | |
llm = ChatGroq( | |
temperature=0, | |
groq_api_key = "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", | |
model_name="llama3-8b-8192" | |
) | |
from crewai import Agent, Task, Crew | |
import os | |
Code_Quality_agent = Agent( | |
role="Senior Software Engineer", | |
goal="Provide the best support quality assurance to the code written by the member in your team", | |
backstory="You work in a financial organization. The Goal is to identify bugs," | |
" security should be a top concern. Look for common Look for common" | |
" vulnerabilities like SQL injection, cross-site scripting (XSS), " | |
"and insecure data handling practices.Ensure the code adheres to" | |
" secure coding standards established by the organization or " | |
"industry.Scrutinize how the code validates user input to prevent" | |
" malicious attacks.For code involving financial calculations" | |
" (e.g., interest rates, risk assessments), double-check the formulas" | |
" and logic for accuracy. Consider edge cases and ensure the code behave" | |
"s as intended under various scenarios.Verify that the code maintains data" | |
" integrity throughout processing. This includes checking for potential" | |
" data loss, corruption, or unauthorized access.Ensure the code complies" | |
" with relevant industry standards and regulations.", | |
verbose=True, | |
allow_delegation=False, | |
llm = llm | |
) | |
Code_Review = Task(expected_output=( | |
"You would be given code as an input for the code review {code}. " | |
"Make sure to use everything you know to provide the best support possible." | |
"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." | |
), | |
description=( | |
"You would be given a code as an input for the code review {code}." | |
"Make sure to use everything you know to provide the best support possible." | |
"You must strive to provide a complete and accurate response." | |
), | |
llm = llm, | |
agent= Code_Quality_agent, | |
) | |
crew = Crew( | |
agents=[Code_Quality_agent], | |
tasks=[Code_Review], | |
verbose=2, | |
) | |
def predict(code): | |
input = {code:code} | |
result = crew.kickoff(inputs=inputs) | |
return result | |