Create app.py

app.py

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+import streamlit as st
+import os
+import re
+from datetime import datetime
+import json
+from openai import AzureOpenAI
+from dotenv import load_dotenv
+
+# Load environment variables
+load_dotenv()
+
+
+# For Hugging Face Spaces
+if 'AZURE_OPENAI_API_KEY' in os.environ:
+    api_key = os.environ['AZURE_OPENAI_API_KEY']
+    endpoint = os.environ['AZURE_OPENAI_ENDPOINT']
+else:
+    # Fall back to dotenv for local development
+    from dotenv import load_dotenv
+    load_dotenv()
+    api_key = os.getenv("AZURE_OPENAI_API_KEY")
+    endpoint = os.getenv("AZURE_OPENAI_ENDPOINT")
+
+# Configure Azure OpenAI client
+client = AzureOpenAI(
+    api_key=api_key,
+    api_version="2024-02-15-preview",
+    azure_endpoint=endpoint
+)
+
+# Set page configuration
+st.set_page_config(
+    page_title="CSR Initiative Portal",
+    page_icon="🌱",
+    layout="wide"
+)
+
+# CSS to improve UI
+st.markdown("""
+<style>
+    .main {
+        padding: 2rem;
+    }
+    .stButton>button {
+        width: 100%;
+        margin-top: 10px;
+    }
+    .title {
+        text-align: center;
+        margin-bottom: 30px;
+    }
+    .form-section {
+        background-color: #f8f9fa;
+        padding: 20px;
+        border-radius: 10px;
+        margin-bottom: 20px;
+    }
+</style>
+""", unsafe_allow_html=True)
+
+# Title
+st.markdown("<h1 class='title'>CSR Initiative Portal</h1>", unsafe_allow_html=True)
+
+# List of beneficiary groups
+beneficiary_groups = [
+    "Supporting next generation", 
+    "Impact entrepreneurs", 
+    "Environment sustainability", 
+    "Disaster response"
+]
+
+def extract_json_from_text(text):
+    """
+    Extracts JSON from text that might contain other content.
+    """
+    # Try to find JSON pattern with regex first
+    json_pattern = r'({[\s\S]*})'
+    matches = re.search(json_pattern, text)
+    
+    if matches:
+        json_text = matches.group(1)
+        try:
+            return json.loads(json_text)
+        except:
+            pass
+    
+    # If regex extraction fails, try cleaning the text directly
+    text = text.strip()
+    
+    # If the text starts with markdown code block, remove it
+    if text.startswith('```json'):
+        text = text[7:]
+    elif text.startswith('```'):
+        text = text[3:]
+    
+    # If the text ends with markdown code block, remove it
+    if text.endswith('```'):
+        text = text[:-3]
+    
+    # Try to find the start of the JSON object if there's other text before it
+    if not text.startswith('{'):
+        try:
+            start_idx = text.index('{')
+            text = text[start_idx:]
+        except ValueError:
+            return None
+    
+    # Try to find the end of the JSON object if there's other text after it
+    if not text.endswith('}'):
+        try:
+            end_idx = text.rindex('}')
+            text = text[:end_idx+1]
+        except ValueError:
+            return None
+    
+    # Try to parse the cleaned text
+    try:
+        return json.loads(text)
+    except json.JSONDecodeError as e:
+        st.error(f"JSON parsing error: {str(e)}")
+        return None
+
+def analyze_initiative_with_ai(description):
+    """
+    Use Azure OpenAI to analyze initiative description and extract fields
+    """
+    system_prompt = """
+    You are an AI assistant for a CSR portal. Analyze the initiative description and extract the following fields accurately:
+    
+    1. Initiative Name (create a concise, descriptive name)
+    2. Date (extract start and end dates)
+    3. Location (extract location)
+    4. Who will be working with and who will the initiative help? (2-line description)
+    5. What will the participant be doing? (2-line description)
+    6. How does the initiative align with focus areas and how will it change lives? (2-line description)
+    7. Role Name (extract or suggest an appropriate role)
+    8. Role Description (2-line description)
+    9. Start date (in format YYYY-MM-DD)
+    10. End date (in format YYYY-MM-DD)
+    11. Deadline date (in format YYYY-MM-DD)
+    12. Beneficiary group (select ONE from: Supporting next generation, Impact entrepreneurs, Environment sustainability, Disaster response)
+    
+    Format your response as JSON with exact keys corresponding to the field names above.
+    IMPORTANT: Provide ONLY the JSON object with no additional text before or after.
+    """
+    
+    try:
+        # Using the new OpenAI API format
+        response = client.chat.completions.create(
+            model="gpt-4o-mini",  # Adjust to your deployed model name
+            messages=[
+                {"role": "system", "content": system_prompt},
+                {"role": "user", "content": description}
+            ],
+            temperature=0.3,
+            max_tokens=1000,
+            response_format={"type": "json_object"}  # Request JSON formatted response
+        )
+        
+        # Extract the generated text
+        result = response.choices[0].message.content
+        
+        # Parse the JSON with our robust function
+        parsed_result = extract_json_from_text(result)
+        
+        if parsed_result:
+            return parsed_result
+        else:
+            st.error("Failed to parse AI response into a valid JSON format.")
+            return None
+    except Exception as e:
+        st.error(f"Error analyzing initiative: {str(e)}")
+        return None
+
+# Initialize session state for form fields if they don't exist
+if 'initiative_name' not in st.session_state:
+    st.session_state.initiative_name = ""
+if 'date' not in st.session_state:
+    st.session_state.date = ""
+if 'location' not in st.session_state:
+    st.session_state.location = ""
+if 'owner' not in st.session_state:
+    st.session_state.owner = "Prabaharan S"
+if 'working_with' not in st.session_state:
+    st.session_state.working_with = ""
+if 'participant_doing' not in st.session_state:
+    st.session_state.participant_doing = ""
+if 'alignment' not in st.session_state:
+    st.session_state.alignment = ""
+if 'role_name' not in st.session_state:
+    st.session_state.role_name = ""
+if 'role_description' not in st.session_state:
+    st.session_state.role_description = ""
+if 'start_date' not in st.session_state:
+    st.session_state.start_date = None
+if 'end_date' not in st.session_state:
+    st.session_state.end_date = None
+if 'deadline_date' not in st.session_state:
+    st.session_state.deadline_date = None
+if 'beneficiary_group' not in st.session_state:
+    st.session_state.beneficiary_group = beneficiary_groups[0]
+
+# Create two columns for layout
+col1, col2 = st.columns([1, 1])
+
+with col1:
+    st.markdown("<div class='form-section'>", unsafe_allow_html=True)
+    st.subheader("Create with AI")
+    
+    # Text area for the initiative description
+    initiative_description = st.text_area(
+        "Enter a detailed description of your initiative", 
+        height=300,
+        placeholder="Describe your initiative in detail. Include information about dates, location, activities, beneficiaries, and goals."
+    )
+    
+    # Button to trigger AI analysis
+    if st.button("Generate with AI", key="generate_button"):
+        if initiative_description:
+            with st.spinner("Analyzing your initiative..."):
+                result = analyze_initiative_with_ai(initiative_description)
+                
+                if result:
+                    # For debugging: Show raw JSON
+                    st.write("Debug - Generated JSON:", result)
+                    
+                    # Update the session state with AI-generated content
+                    st.session_state.initiative_name = result.get("Initiative Name", "")
+                    st.session_state.date = result.get("Date", "")
+                    st.session_state.location = result.get("Location", "")
+                    st.session_state.working_with = result.get("Who will be working with and who will the initiative help?", "")
+                    st.session_state.participant_doing = result.get("What will the participant be doing?", "")
+                    st.session_state.alignment = result.get("How does the initiative align with focus areas and how will it change lives?", "")
+                    st.session_state.role_name = result.get("Role Name", "")
+                    st.session_state.role_description = result.get("Role Description", "")
+                    
+                    # Handle dates
+                    try:
+                        start_date_str = result.get("Start date", "")
+                        if start_date_str:
+                            st.session_state.start_date = datetime.strptime(start_date_str, "%Y-%m-%d").date()
+                    except Exception as e:
+                        st.warning(f"Could not parse start date: {start_date_str}. Error: {str(e)}")
+                        
+                    try:
+                        end_date_str = result.get("End date", "")
+                        if end_date_str:
+                            st.session_state.end_date = datetime.strptime(end_date_str, "%Y-%m-%d").date()
+                    except Exception as e:
+                        st.warning(f"Could not parse end date: {end_date_str}. Error: {str(e)}")
+                        
+                    try:
+                        deadline_date_str = result.get("Deadline date", "")
+                        if deadline_date_str:
+                            st.session_state.deadline_date = datetime.strptime(deadline_date_str, "%Y-%m-%d").date()
+                    except Exception as e:
+                        st.warning(f"Could not parse deadline date: {deadline_date_str}. Error: {str(e)}")
+                    
+                    # Handle beneficiary group
+                    predicted_beneficiary = result.get("Beneficiary group", "")
+                    if predicted_beneficiary in beneficiary_groups:
+                        st.session_state.beneficiary_group = predicted_beneficiary
+                    
+                    # Display success message
+                    st.success("Initiative details generated successfully!")
+                    st.rerun()  # Rerun the app to update the form fields
+        else:
+            st.warning("Please enter a description of your initiative first.")
+    
+    st.markdown("</div>", unsafe_allow_html=True)
+
+with col2:
+    st.markdown("<div class='form-section'>", unsafe_allow_html=True)
+    st.subheader("Initiative Details")
+    
+    # Form for user to input initiative details manually
+    initiative_name = st.text_input("Initiative Name", value=st.session_state.initiative_name)
+    date = st.text_input("Date", value=st.session_state.date)
+    location = st.text_input("Location", value=st.session_state.location)
+    owner = st.text_input("Owner", value=st.session_state.owner)
+    
+    working_with = st.text_area("Who will be working with and who will the initiative help?", 
+                               value=st.session_state.working_with, height=100)
+    participant_doing = st.text_area("What will the participant be doing?", 
+                                    value=st.session_state.participant_doing, height=100)
+    alignment = st.text_area("How does your initiative align with our focus areas and how will it change lives?", 
+                            value=st.session_state.alignment, height=100)
+    
+    role_name = st.text_input("Role Name", value=st.session_state.role_name)
+    role_description = st.text_area("Role Description", value=st.session_state.role_description, height=100)
+    
+    start_date = st.date_input("Start Date", value=st.session_state.start_date)
+    end_date = st.date_input("End Date", value=st.session_state.end_date)
+    deadline_date = st.date_input("Deadline Date", value=st.session_state.deadline_date)
+    
+    beneficiary_group = st.selectbox("Beneficiary Group", options=beneficiary_groups, 
+                                    index=beneficiary_groups.index(st.session_state.beneficiary_group) 
+                                    if st.session_state.beneficiary_group in beneficiary_groups else 0)
+    
+    st.markdown("</div>", unsafe_allow_html=True)
+
+# Submit button
+col1, col2, col3 = st.columns([1, 2, 1])
+with col2:
+    if st.button("Submit Initiative", key="submit_button"):
+        # Here you would add code to save the initiative to your database
+        st.success("✅ Initiative created successfully!")
+        # Clear form or redirect
+
+# Add footer
+st.markdown("""
+---
+<div style="text-align: center; color: grey; font-size: 12px;">
+    CSR Initiative Portal powered by Azure OpenAI - © 2025
+</div>
+""", unsafe_allow_html=True)