Update app.py

app.py

@@ -5,7 +5,6 @@ import os
 # Load API keys securely from environment variables
 proxycurl_api_key = os.getenv("PROXYCURL_API_KEY")  # Add your Proxycurl API key to your environment variables
 groq_api_key = os.getenv("GROQ_CLOUD_API_KEY")
-serpapi_key = os.getenv("SERPAPI_API_KEY")  # Add your SerpAPI key to your environment variables
 
 # Function to use Proxycurl API to get the LinkedIn profile data
 def get_linkedin_profile_via_proxycurl(linkedin_profile_url):
@@ -23,52 +22,55 @@ def get_linkedin_profile_via_proxycurl(linkedin_profile_url):
     else:
         return "Error: Unable to fetch LinkedIn profile"
 
-# Function to use SerpAPI to fetch company and role information
-def get_company_and_role_info(company_name, role):
-    query = f"{company_name} {role} job description"
-    url = f"https://serpapi.com/search.json?engine=google&q={query}&api_key={serpapi_key}"
+# Function to get company information via Proxycurl Company API
+def get_company_info(company_name):
+    headers = {
+        "Authorization": f"Bearer {proxycurl_api_key}",
+    }
+    url = f"https://nubela.co/proxycurl/api/v2/linkedin/company?company_name={company_name}"
     
-    response = requests.get(url)
+    response = requests.get(url, headers=headers)
     
     if response.status_code == 200:
-        results = response.json()
-        # Extract information about the company and role from the search results
-        company_info = []
-        for result in results.get("organic_results", []):
-            if "linkedin.com" not in result.get("link", ""):
-                company_info.append(result.get("snippet", ""))
-        return "\n".join(company_info[:2])  # Limit to 2 top results
+        data = response.json()
+        company_info = data.get("description", "No detailed company info available.")
+        return company_info
     else:
-        return "Error fetching company and role information."
+        return "Error: Unable to fetch company information."
+
+# Placeholder for role description; could be enhanced to scrape or fetch real role data
+def get_role_description(role_name, company_name):
+    return f"The role of {role_name} at {company_name} involves..."
 
 # Helper function to call Groq Cloud LLM API to generate and correct the email
-def generate_and_correct_email(bio, company_name, role, company_info):
+def generate_and_correct_email(bio, company_name, role, company_info, role_description):
     url = "https://api.groq.com/openai/v1/chat/completions"
     headers = {
         "Authorization": f"Bearer {groq_api_key}",
         "Content-Type": "application/json",
     }
     
-    # Updated prompt with a focus on professionalism, relevance, and creativity
+    # New, detailed prompt to gather information about the company and role, and generate a compelling email
     prompt = f"""
-    Write a professional, concise, and compelling email applying for the {role} position at {company_name}. 
-    Use this bio to highlight the candidate's skills and experience: {bio}.
-    
-    Additionally, here is some information about the company and the role:
-    {company_info}
+    Write a professional and tailored email applying for the {role} position at {company_name}. 
+    The candidate’s bio is: {bio}.
     
     The email should:
-    - Be professional, creative, and tailored to the company and role.
-    - Creatively emphasize the candidate’s key skills and experience, aligning them with the job's requirements.
-    - Attract the company's attention by focusing on how the candidate's background can bring value to the role and company.
-    - Be concise but engaging, leaving a strong impression on the recruiter.
-    - Include a clear call to action, encouraging the company to interview the candidate.
-    
+    - Be professional, engaging, and customized to the company's culture and the role’s requirements.
+    - Include relevant company details: {company_info}. 
+    - Highlight the candidate’s skills and experience, mapping them directly to the job requirements. The role description is: {role_description}.
+    - Emphasize how the candidate’s background aligns with the company’s values and mission.
+    - Attract the company's attention by focusing on how the candidate's background can bring value to the role and the company's future goals.
+    - Use a tone that is persuasive but not overly promotional.
+    - End with a strong call to action, encouraging the company to schedule an interview to discuss how the candidate can contribute to their success.
+
     Structure the email as follows:
-    1. **Introduction**: Briefly introduce the candidate and the role they are applying for.
-    2. **Skills & Experience**: Creatively map the candidate’s skills and experience to the job's key requirements, focusing on relevance.
-    3. **Value Proposition**: Highlight how the candidate’s experience will contribute to the company's success.
-    4. **Call to Action**: Encourage the company to set up an interview to explore how the candidate can add value.
+    1. **Introduction**: Briefly introduce the candidate and state the role they are applying for.
+    2. **Skills & Experience**: Creatively map the candidate’s skills and experience to the job's key requirements and how these will benefit the company.
+    3. **Alignment with the Company**: Emphasize how the candidate’s background fits with the company's mission, values, and goals.
+    4. **Call to Action**: Encourage the company to schedule an interview to further discuss the candidate’s fit for the role.
+    
+    The writing style should be professional, concise, and leave a strong, memorable impression on the company.
     """
     
     # Construct the data payload for the API request
@@ -96,13 +98,14 @@ def create_email(name, company_name, role, email, phone, linkedin_profile_url):
     if linkedin_profile_url:
         bio = get_linkedin_profile_via_proxycurl(linkedin_profile_url)
     else:
-        bio = f"{name} is a professional."
+        bio = f"{name} is a professional."  # Default bio if no LinkedIn URL is provided
     
-    # Step 2: Fetch company and role information using SerpAPI
-    company_info = get_company_and_role_info(company_name, role)
+    # Step 2: Fetch company information and role description
+    company_info = get_company_info(company_name)
+    role_description = get_role_description(role, company_name)
     
     # Step 3: Generate the email using Groq Cloud LLM
-    generated_email = generate_and_correct_email(bio, company_name, role, company_info)
+    generated_email = generate_and_correct_email(bio, company_name, role, company_info, role_description)
     
     # Step 4: Add the user's email, phone number, and LinkedIn profile to the signature
     signature = f"\n\nBest regards,\n{name}\nEmail: {email}\nPhone: {phone}\nLinkedIn: {linkedin_profile_url if linkedin_profile_url else 'Not provided'}"