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Update hire_recommendation.py
Browse files- hire_recommendation.py +31 -31
hire_recommendation.py
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@@ -1,32 +1,32 @@
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from crewai import Agent, Task, Crew
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from langchain_groq import ChatGroq
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from dotenv import load_dotenv
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import os
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import logging
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load_dotenv()
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logging.basicConfig(filename="
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llm = ChatGroq(
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api_key=os.getenv("GROQ_API_KEY"),
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model="llama3-70b-8192",
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temperature=0.5,
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max_tokens=1000
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)
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hire_recommendation_agent = Agent(
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role="Hire Recommendation Agent",
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goal="Analyze transcripts for fair hiring decisions",
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backstory="An expert in candidate evaluation",
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llm=llm,
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verbose=True,
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allow_delegation=False
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)
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def create_hire_recommendation_task(transcript):
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prompt = f"Analyze this transcript: '{transcript}'. Provide strengths, weaknesses, and a Hire/No-Hire decision. Ensure fairness by avoiding bias based on gender, age, or ethnicity. Flag any biased language or assumptions."
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return Task(
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description=prompt,
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agent=hire_recommendation_agent,
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expected_output="Analysis with strengths, weaknesses, Hire/No-Hire, and bias flags."
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)
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from crewai import Agent, Task, Crew
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from langchain_groq import ChatGroq
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from dotenv import load_dotenv
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import os
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import logging
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load_dotenv()
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logging.basicConfig(filename="app.log", level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s")
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llm = ChatGroq(
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api_key=os.getenv("GROQ_API_KEY"),
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model="llama3-70b-8192",
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temperature=0.5,
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max_tokens=1000
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)
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hire_recommendation_agent = Agent(
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role="Hire Recommendation Agent",
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goal="Analyze transcripts for fair hiring decisions",
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backstory="An expert in candidate evaluation",
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llm=llm,
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verbose=True,
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allow_delegation=False
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)
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def create_hire_recommendation_task(transcript):
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prompt = f"Analyze this transcript: '{transcript}'. Provide strengths, weaknesses, and a Hire/No-Hire decision. Ensure fairness by avoiding bias based on gender, age, or ethnicity. Flag any biased language or assumptions."
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return Task(
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description=prompt,
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agent=hire_recommendation_agent,
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expected_output="Analysis with strengths, weaknesses, Hire/No-Hire, and bias flags."
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)
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