Update app.py

app.py

@@ -1,27 +1,133 @@
 import gradio as gr
 import os
 from openai import OpenAI
+import pandas as pd
+from docx import Document
+import time
+
+#==== import completed
 
 client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
 
-def check_compliance(file):
-    # file is a TemporaryUploadedFile object
-    with open(file.name, "r", encoding="utf-8") as f:
-        content = f.read()
+#====generate response function started
+def generate_response(manual,proposal):
+    prompt = """
+    You are a strict compliance checker for Govt. procurement policies.
 
-    response = client.responses.create(
-        model="gpt-4.1-nano",
-        input=content,
-        temperature=0.1
-    )
+    You must check whether the proposal is complying the requirements of MANUAL and then respond in the exact structured format shown below.
+
+        Format (use these exact labels):
+        Status: COMPLIANT or NON-COMPLIANT
+        Severity: HIGH or MEDIUM or LOW
+        Deviations: <short bullet-style description of deviations or 'None'>
+        Fix: <clear corrective action>
+
+        COMPLIANCE ANALYSIS: <2–4 sentences explaining reasoning>
+
+    MANUAL: {manual}
 
+    proposal: {proposal}
+
+    """
+    response = client.responses.create(
+            #model="gpt-4.1-nano",
+            model="gpt-5-mini",
+            input=prompt,
+            temperature=0.1
+            )
     return response.output[0].content[0].text
+#===generate_response function end
+#=====loop function start
+def loop_function(df):
+    Value_of_proposal=""
+    Category_of_proposal=""
+    Tender_Type_of_proposal=""
+    Name_of_proposal=""
+    manual_rules=""
+    proposal_details=""
+    for index, row in df.iterrows():
+        key = str(row['Field'])
+        value = str(row['Value'])
+        i=0
+        proposal_details=""
+        manual_rules=""
+        if key == "File No.":
+            #print(f"The proposal E-File No. of Arohan is: {value}")
+            continue
+        if key == "PR No.":
+            #print(f"The proposal PR No. is: {value}")
+            continue
+        if key == "Value (Rs)":
+            #print(f"The proposal Value is: {value}")
+            Value_of_proposal=f"The proposal Value is {value}. \n"
+            continue
+        if key == "Category":
+            #print(f"The proposal Category is: {value}")
+            Category_of_proposal=f"The proposal Category is {value}. \n"
+            continue
+        if key == "Tender Type":
+            #print(f"The proposal Tender Type is: {value}")
+            Tender_Type_of_proposal=f"The proposal Tender Type is {value}. \n"
+            continue
+        if key == "Name of proposal":
+            #print(f"The proposal Name of proposal is: {value}. \n")
+            continue
+        if key == "Justification/Reason for Procurement":
+            #print(f"The reason for Procurement of the items is as under: {value}. \n")
+            continue
+        if key == "PQC for Open tenders":
+            manual_rules = PQC_rules
+            proposal_details= f"The Pre Qualifying Criteria (PQC) of the proposal is under: {value}. {Value_of_proposal}"          
+            i=1
+        if key == "Basis of estimate":
+            manual_rules=manual_basis_of_estimate
+            proposal_details= f"The basis of estimate of the proposal is under: {value}. "         
+            i=1
+        if key == "Payment Terms":
+            manual_rules=manual_payment_type
+            proposal_details=f"The Payment Terms of the proposal is {value}. "
+            i=1
+        
+        #query = f"{key}: {value}"
+
+
+        if i==1:
+          try:
+              rr = generate_response(manual_rules,proposal_details)
+              text += rr
+              yield text
+              time.sleep(3)
+              continue
+          except Exception as e:
+              print(f"Error: {e} - skipping row")
+              continue
+#======loop function completed
 
-gr.Interface(
-    fn=check_compliance,
-    inputs=gr.File(
-        label="Upload Proposal",
-        file_types=[".docx"]
+
+
+def check_compliance(file):    
+    if file.name.endswith(".docx"):
+        df1 = extract_docx_text(file.name)
+        loop_function(df1)
+    else:
+        return "Unsupported file format"
+
+
+#=====gradio coding
+
+with gr.Blocks() as demo:
+    with gr.Row():
+        inputs=gr.File(
+            label="Upload Proposal",
+            file_types=[".docx"]
         )
-    outputs=gr.Textbox(lines=15, label="Compliance Result"),
-).launch()
+    
+    out = gr.Textbox(lines=15, label="Compliance Result")
+
+    run_btn = gr.Button("Check compliance")
+
+    # Important: use queue() to enable streaming
+    run_btn.click(check_compliance, inputs=inp, outputs=out)
+
+demo.queue().launch()
+