Update app.py

app.py

@@ -1,13 +1,13 @@
 import streamlit as st
 from crewai import Agent, Task, Crew, Process
-from langchain_google_genai import ChatGoogleGenerativeAI  # Import ChatGoogleGenerativeAI
+from langchain_google_genai import ChatGoogleGenerativeAI
 import os
 import fitz  # PyMuPDF for PDF handling
 import tempfile
 from dotenv import load_dotenv
 import textwrap
 
-# Load environment variables (API Keys, etc.)
+# Load environment variables
 load_dotenv()
 
 # --- Helper Functions ---
@@ -38,50 +38,50 @@ def wrap_text(text, width=80):
 def create_crew(job_description, resume_text):
     """Creates the CrewAI crew with agents and tasks."""
 
-    # Gemini LLM configuration using ChatGoogleGenerativeAI
+    # Gemini LLM configuration
     llm = ChatGoogleGenerativeAI(
         model="gemini-1.5-flash-002",  # Specify the Gemini 1.5 Flash model
         google_api_key=os.environ.get("GOOGLE_API_KEY"),  # Use GOOGLE_API_KEY
         temperature=0.7,
-        convert_system_message_to_human=True #Need this to work well with CrewAI
-
+        convert_system_message_to_human=True
     )
 
+
     # 1. Resume Analyzer Agent
     resume_analyzer = Agent(
         role='Resume Analysis Expert',
         goal='Thoroughly analyze the provided resume and identify its strengths and weaknesses.',
-        backstory="""You are a seasoned resume analyst with years of experience 
-        in helping job seekers optimize their resumes.  You are adept at 
+        backstory="""You are a seasoned resume analyst with years of experience
+        in helping job seekers optimize their resumes.  You are adept at
         identifying key skills, experiences, and formatting issues.""",
         verbose=True,
         allow_delegation=False,
-        llm=llm
+        llm=llm  # Pass the llm object
     )
 
     # 2. Job Description Analyzer Agent
     job_analyzer = Agent(
         role='Job Description Expert',
         goal='Analyze the job description and extract key requirements, skills, and keywords.',
-        backstory="""You are a highly skilled job description analyst. 
-        You excel at identifying the core requirements, desired skills, and 
+        backstory="""You are a highly skilled job description analyst.
+        You excel at identifying the core requirements, desired skills, and
         important keywords from any job posting.""",
         verbose=True,
         allow_delegation=False,
-        llm=llm
+        llm=llm  # Pass the llm object
     )
 
     # 3. Resume Improvement Suggestor Agent
     improvement_suggestor = Agent(
         role='Resume Improvement Specialist',
         goal='Provide specific, actionable suggestions to improve the resume based on the job description.',
-        backstory="""You are a master resume writer and career coach.  You 
-        are known for your ability to craft compelling resumes that highlight 
-        a candidate's strengths and align them perfectly with job requirements. 
+        backstory="""You are a master resume writer and career coach.  You
+        are known for your ability to craft compelling resumes that highlight
+        a candidate's strengths and align them perfectly with job requirements.
         You provide concrete, easy-to-implement suggestions.""",
         verbose=True,
         allow_delegation=False,
-        llm=llm
+        llm=llm  # Pass the llm object
     )
 
     # --- Tasks ---
@@ -103,7 +103,7 @@ def create_crew(job_description, resume_text):
     # Task 2: Analyze the Job Description
     task_analyze_job_description = Task(
         description=f"""Analyze the following job description and extract the key requirements,
-        desired skills, preferred qualifications, and any important keywords.  
+        desired skills, preferred qualifications, and any important keywords.
         Be specific and comprehensive in your analysis. Output a structured summary.
         Job Description:
         --------------
@@ -122,14 +122,13 @@ def create_crew(job_description, resume_text):
         2.  **Keywords:** Identify keywords from the job description that should be incorporated into the resume.
         3.  **Formatting:**  Suggest any formatting changes to improve readability and impact.
         4.  **Overall Strategy:**  Provide an overall strategy for tailoring the resume to the specific job.
-        
+
         The resume analysis is: {task_analyze_resume.output}
         The job description analysis is: {task_analyze_job_description.output}
         """,
         agent=improvement_suggestor,
         expected_output="A list of specific, actionable suggestions for improving the resume, covering content, keywords, formatting, and overall strategy, tailored to the job description."
     )
-
     # --- Crew ---
     crew = Crew(
         agents=[resume_analyzer, job_analyzer, improvement_suggestor],
@@ -162,6 +161,5 @@ if st.button("Tailor Resume"):
                 st.write(wrap_text(result))
             else:
                 st.error("Failed to read the resume content.")
-
     else:
         st.warning("Please provide both the job description and your resume.")