Update app.py

app.py

@@ -5,6 +5,7 @@ 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):
@@ -22,27 +23,52 @@ 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}"
+    
+    response = requests.get(url)
+    
+    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
+    else:
+        return "Error fetching company and role information."
+
 # Helper function to call Groq Cloud LLM API to generate and correct the email
-def generate_and_correct_email(bio, company_name, role):
-    url = "https://api.groq.com/openai/v1/chat/completions"  # Updated API URL for Groq Cloud
+def generate_and_correct_email(bio, company_name, role, company_info):
+    url = "https://api.groq.com/openai/v1/chat/completions"
     headers = {
-        "Authorization": f"Bearer {groq_api_key}",  # Use the API key securely from environment
+        "Authorization": f"Bearer {groq_api_key}",
         "Content-Type": "application/json",
     }
     
-    # Updated prompt to focus on mapping skills to job requirements and suitability
+    # Updated prompt with a focus on professionalism, relevance, and creativity
     prompt = f"""
-    Write a professional email applying for the {role} position at {company_name}. 
-    Use this bio: {bio}.
-    
-    The email should focus on how the candidate's skills and experience align with the job requirements, 
-    highlighting why they are a great fit for the role. 
-    Avoid overly bragging about accomplishments and focus more on how the candidate can meet the company's needs.
-    Structure the email as follows: 
-    - Introduction
-    - Skills and experience directly related to the job requirements
-    - Why the candidate is the most suitable person for the role
-    - Conclusion
+    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}
+    
+    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.
+    
+    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.
     """
     
     # Construct the data payload for the API request
@@ -53,16 +79,14 @@ def generate_and_correct_email(bio, company_name, role):
                 "content": prompt
             }
         ],
-        "model": "llama3-8b-8192"  # Use the appropriate model from Groq Cloud
+        "model": "llama3-8b-8192"
     }
     
     response = requests.post(url, headers=headers, json=data)
     
     if response.status_code == 200:
-        # Extract the generated email content from the API response
         return response.json()["choices"][0]["message"]["content"].strip()
     else:
-        # Print or log the error for debugging
         print(f"Error: {response.status_code}, {response.text}")
         return "Error generating email. Please check your API key or try again later."
 
@@ -72,12 +96,15 @@ 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."  # Default bio if no LinkedIn URL is provided
+        bio = f"{name} is a professional."
+    
+    # Step 2: Fetch company and role information using SerpAPI
+    company_info = get_company_and_role_info(company_name, role)
     
-    # Step 2: Generate the email using Groq Cloud LLM
-    generated_email = generate_and_correct_email(bio, company_name, role)
+    # Step 3: Generate the email using Groq Cloud LLM
+    generated_email = generate_and_correct_email(bio, company_name, role, company_info)
     
-    # Step 3: Add the user's email, phone number, and LinkedIn profile to the signature
+    # 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'}"
 
     # Ensure the body doesn't include any redundant 'Best regards' and just append our signature