Update app.py

app.py

@@ -1,5 +1,6 @@
 import streamlit as st
 import os
+import asyncio
 import warnings
 from crewai import Agent, Task, Crew
 from langchain_google_genai import ChatGoogleGenerativeAI
@@ -11,16 +12,23 @@ os.environ['OPENAI_API_KEY'] = 'dummy_key'
 # Warning control
 warnings.filterwarnings('ignore')
 
-# Set the Google API key (add your own key)
+# Set the Google API key directly in the code
 google_api_key = "AIzaSyCeZHse0Jr8PXBQoKFJg7fZkV_t5w6ViBM"
 
-# Initialize the Gemini model
-llm = ChatGoogleGenerativeAI(
-    model="gemini-1.5-flash",
-    verbose=True,
-    temperature=0.5,
-    google_api_key=google_api_key
-)
+# Function to initialize the Gemini model with an event loop
+async def initialize_llm():
+    return ChatGoogleGenerativeAI(
+        model="gemini-1.5-flash",
+        verbose=True,
+        temperature=0.5,
+        google_api_key=google_api_key
+    )
+
+# Run the initialization within the event loop
+if not hasattr(st, 'llm'):
+    loop = asyncio.new_event_loop()
+    asyncio.set_event_loop(loop)
+    st.llm = loop.run_until_complete(initialize_llm())
 
 # Initialize tools
 search_tool = SerperDevTool()
@@ -33,7 +41,12 @@ researcher = Agent(
     goal="Make sure to do amazing analysis on job posting to help job applicants",
     tools=[scrape_tool, search_tool],
     verbose=True,
-    llm=llm
+    backstory=(
+        "As a Job Researcher, your prowess in navigating and extracting critical "
+        "information from job postings is unmatched. Your skills help pinpoint the necessary "
+        "qualifications and skills sought by employers, forming the foundation for effective application tailoring."
+    ),
+    llm=st.llm
 )
 
 profiler = Agent(
@@ -41,7 +54,12 @@ profiler = Agent(
     goal="Do incredible research on job applicants to help them stand out in the job market",
     tools=[scrape_tool, search_tool, read_resume],
     verbose=True,
-    llm=llm
+    backstory=(
+        "Equipped with analytical prowess, you dissect and synthesize information "
+        "from diverse sources to craft comprehensive personal and professional profiles, laying the "
+        "groundwork for personalized resume enhancements."
+    ),
+    llm=st.llm
 )
 
 resume_strategist = Agent(
@@ -49,7 +67,11 @@ resume_strategist = Agent(
     goal="Find all the best ways to make a resume stand out in the job market.",
     tools=[scrape_tool, search_tool, read_resume],
     verbose=True,
-    llm=llm
+    backstory=(
+        "With a strategic mind and an eye for detail, you excel at refining resumes to highlight the most "
+        "relevant skills and experiences, ensuring they resonate perfectly with the job's requirements."
+    ),
+    llm=st.llm
 )
 
 interview_preparer = Agent(
@@ -57,7 +79,12 @@ interview_preparer = Agent(
     goal="Create interview questions and talking points based on the resume and job requirements",
     tools=[scrape_tool, search_tool, read_resume],
     verbose=True,
-    llm=llm
+    backstory=(
+        "Your role is crucial in anticipating the dynamics of interviews. With your ability to formulate key questions "
+        "and talking points, you prepare candidates for success, ensuring they can confidently address all aspects of the "
+        "job they are applying for."
+    ),
+    llm=st.llm
 )
 
 # Define tasks
@@ -116,48 +143,31 @@ interview_preparation_task = Task(
     agent=interview_preparer
 )
 
-# Define Crew
+# Crew Setup
 job_application_crew = Crew(
     agents=[researcher, profiler, resume_strategist, interview_preparer],
     tasks=[research_task, profile_task, resume_strategy_task, interview_preparation_task],
     verbose=True
 )
 
-# Streamlit UI
-st.title("Job Application Assistant")
-st.write("This app helps you tailor your resume and prepare for job interviews.")
-
-job_posting_url = st.text_input("Job Posting URL")
-github_url = st.text_input("GitHub URL")
-linkedin_url = st.text_input("LinkedIn URL")
-personal_writeup = st.text_area("Personal Write-up", """
-Prathamesh Khade is an accomplished Software Engineering Leader with experience in managing teams,
-specializing in multiple programming languages and frameworks. He holds a strong background in AI and data science.
-Prathamesh has successfully led major tech initiatives, proving his ability to drive innovation and growth in the tech industry.
-Ideal for leadership roles that require a strategic and innovative approach.
-""")
-
-if st.button("Submit"):
-    job_application_inputs = {
-        'job_posting_url': job_posting_url,
-        'github_url': github_url,
-        'linkedin_url': linkedin_url,
-        'personal_writeup': personal_writeup
-    }
-    
-    try:
-        # Kickoff the Crew Execution
-        result = job_application_crew.kickoff(inputs=job_application_inputs)
-        st.success("Process completed successfully!")
-        
-        # Display results
-        with open("tailored_resume.md", "r") as f:
-            st.markdown(f.read())
-        
-        with open("interview_materials.md", "r") as f:
-            st.markdown(f.read())
-    
-    except httpx.ConnectError as e:
-        st.error(f"Connection error occurred: {e}")
-    except Exception as e:
-        st.error(f"An error occurred: {e}")
+# Job Application Inputs
+job_application_inputs = {
+    'job_posting_url': 'https://www.linkedin.com/jobs/search/?alertAction=viewjobs&currentJobId=3971168247&distance=25&f_TPR=a1720706267-&f_WT=1%2C3%2C2&geoId=105524837&keywords=data%20scientist&origin=JOB_ALERT_IN_APP_NOTIFICATION&originToLandingJobPostings=3971106469&savedSearchId=1741028074&sortBy=R',
+    'github_url': 'https://github.com/Pk-Kolhapurkar',
+    'linkedin_url': 'https://www.linkedin.com/in/prathamesh-khade-434615217/',
+    'personal_writeup': """
+    Prathamesh Khade is an accomplished Software Engineering Leader with experience in managing teams,
+    specializing in multiple programming languages and frameworks. He holds a strong background in AI and data science.
+    Prathamesh has successfully led major tech initiatives, proving his ability to drive innovation and growth in the tech industry.
+    Ideal for leadership roles that require a strategic and innovative approach."""
+}
+
+# Kickoff the Crew Execution
+result = job_application_crew.kickoff(inputs=job_application_inputs)
+
+# Display results
+st.markdown("# Tailored Resume")
+st.markdown(open("tailored_resume.md").read())
+
+st.markdown("# Interview Materials")
+st.markdown(open("interview_materials.md").read())