Update app.py

app.py

@@ -5,12 +5,11 @@ from reportlab.pdfgen import canvas
 import bleach
 import logging
 import os
-from huggingface_hub import InferenceClient
 from retry import retry
 import time
 from datetime import datetime
 import base64
-import pytz  # Added for proper timezone handling
+import pytz  # For proper timezone handling
 
 # Print statement to confirm script initialization
 print("Starting Project Closure Readiness Evaluator app...")
@@ -50,16 +49,6 @@ if not all([SF_USERNAME, SF_PASSWORD, SF_SECURITY_TOKEN, SF_INSTANCE_URL]):
     logging.error("Please set these variables in Hugging Face Space Settings > Secrets.")
     SALESFORCE_AVAILABLE = False
 
-# Hugging Face configuration
-HF_API_TOKEN = os.getenv("HF_API_TOKEN")
-if not HF_API_TOKEN:
-    logging.error("Hugging Face API token (HF_API_TOKEN) not found. Hugging Face functionality will be disabled.")
-    logging.error("Please set HF_API_TOKEN in Hugging Face Space Settings > Secrets.")
-    HF_AVAILABLE = False
-else:
-    HF_AVAILABLE = True
-    hf_client = InferenceClient(token=HF_API_TOKEN)
-
 # Initialize Salesforce connection with retry mechanism
 @retry(tries=3, delay=2, backoff=2, logger=logger)
 def init_salesforce():
@@ -94,26 +83,6 @@ def init_salesforce():
         logging.error("Check your Salesforce org settings, network restrictions, or API access.")
         raise
 
-# Summarize text using Hugging Face Inference API
-def summarize_text(text, max_length=100, min_length=30):
-    if not HF_AVAILABLE:
-        logging.error("Hugging Face API not available. Returning original text.")
-        return text
-
-    if not text or text == "None":
-        return "No summary available"
-
-    try:
-        summary = hf_client.summarization(
-            text,
-            model="facebook/bart-large-cnn",
-            parameters={"max_length": max_length, "min_length": min_length}
-        )
-        return summary
-    except Exception as e:
-        logging.error(f"Failed to summarize text with Hugging Face: {str(e)}")
-        return text  # Fallback to original text
-
 # Create Salesforce record in custom object Project_Closure_Handover__c
 def create_salesforce_record(project_id, score, checklist_summary, missing_summary, status, escalated, logs, qa_report, punch_list_text, open_punch_items, pdf_path=None):
     if not SALESFORCE_AVAILABLE:
@@ -126,16 +95,11 @@ def create_salesforce_record(project_id, score, checklist_summary, missing_summa
             logging.error(f"Skipping Salesforce record creation due to connection failure: {connection_message}")
             return connection_message
 
-        # Summarize checklist_summary and missing_summary using Hugging Face
-        summarized_checklist = summarize_text(checklist_summary)
-        summarized_missing = summarize_text(missing_summary)
-
         # Ensure inputs are properly formatted
+        project_id = str(project_id) if project_id else ""  # Project ID is not summarized
         score = float(score) if score is not None else 0.0
         checklist_summary = str(checklist_summary) if checklist_summary else ""
-        summarized_checklist = str(summarized_checklist) if summarized_checklist else ""
         missing_summary = str(missing_summary) if missing_summary else ""
-        summarized_missing = str(summarized_missing) if summarized_missing else ""
         status = str(status) if status else ""
         logs = str(logs) if logs else ""
         qa_report = str(qa_report) if qa_report else ""
@@ -152,12 +116,12 @@ def create_salesforce_record(project_id, score, checklist_summary, missing_summa
 
         # Create the record in Project_Closure_Handover__c without the PDF URL for now
         record = {
-            "Project_ID__c": project_id,  # Added Project ID field
+            "Project_ID__c": project_id,  # Project ID field
             "Readiness_Score__c": score,
             "Checklist_Summary__c": checklist_summary,
             "Missing_Documents__c": missing_documents,
             "Status__c": status,
-            "Summarized_Missing_Items__c": summarized_missing,
+            "Summarized_Missing_Items__c": missing_summary,  # No summarization applied
             "Alert_Sent__c": alert_sent,
             "Client_PDF_Pack_URL__c": "",  # Will be updated after attachment is created
             "Closure_Pack_URL__c": "",  # Placeholder; update if you have a closure pack URL
@@ -396,7 +360,7 @@ with gr.Blocks(css="""
     )
     with gr.Row():
         with gr.Column(scale=2):
-            project_id_input = gr.Textbox(label="Project ID", placeholder="Enter Project ID (e.g., PROJ-12345)")  # Added Project ID input
+            project_id_input = gr.Textbox(label="Project ID", placeholder="Enter Project ID (e.g., PROJ-12345)")
             logs_input = gr.Textbox(label="Project Logs", lines=5, placeholder="Enter project logs (e.g., 'Project complete, handover done')")
             qa_input = gr.Dropdown(
                 label="QA Report",