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Create app.py

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  1. app.py +197 -0
app.py ADDED
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+ import streamlit as st
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+ import pandas as pd
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+ import matplotlib.pyplot as plt
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+ from dotenv import load_dotenv
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+ import os
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+ import google.generativeai as genai
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+ from io import BytesIO
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+
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+ # Load environment variables
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+ load_dotenv()
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+ genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
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+
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+ def get_gemini_response(prompt):
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+ model = genai.GenerativeModel('gemini-pro')
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+ response = model.generate_content(prompt)
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+ return response.text
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+
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+ #######################
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+ # REVISED FUNCTIONS
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+ #######################
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+ def estimate_cost(project_description):
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+ prompt = f"Provide a cost estimation for the following project: {project_description}"
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+ return get_gemini_response(prompt)
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+
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+ def assess_sustainability(project_description):
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+ prompt = (
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+ f"Analyze the sustainability and environmental impact of this project. "
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+ f"Suggest eco-friendly materials, energy-saving approaches, and best practices "
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+ f"that reduce the carbon footprint and ensure environmental compliance. "
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+ f"Project Details: {project_description}"
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+ )
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+ return get_gemini_response(prompt)
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+
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+ def optimize_resources(project_description):
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+ prompt = (
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+ f"Suggest an optimal allocation of resources for this project, clearly specifying "
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+ f"the types and quantities of personnel (e.g., project managers, engineers, specialists), "
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+ f"equipment, software, and budget needed to complete the project effectively. "
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+ f"Project Details: {project_description}"
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+ )
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+ return get_gemini_response(prompt)
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+
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+ def manage_risks(project_description):
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+ prompt = (
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+ f"Identify potential risks for this project. Provide them in categories such as: "
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+ f"Financial, Operational, Compliance, Strategic, etc. For each category, "
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+ f"describe the specific risks and suggest corresponding mitigation strategies. "
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+ f"Project Details: {project_description}"
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+ )
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+ return get_gemini_response(prompt)
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+
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+ def prioritize_tasks(project_description):
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+ prompt = f"List and prioritize critical tasks for the successful completion of this project: {project_description}"
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+ return get_gemini_response(prompt)
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+
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+ def optimize_schedule(project_description):
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+ # Renamed to Project Schedule
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+ prompt = (
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+ f"Create a project schedule (when and how to deliver) for the following project, "
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+ f"including timeline and sequencing of tasks to ensure timely completion: {project_description}"
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+ )
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+ return get_gemini_response(prompt)
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+
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+ def get_project_scope(project_description):
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+ prompt = (
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+ f"Identify the project scope and deliverables for the following project, specifying "
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+ f"goals, tasks, and features that need to be completed: {project_description}"
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+ )
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+ return get_gemini_response(prompt)
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+
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+ #######################
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+ # STREAMLIT APP
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+ #######################
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+ st.set_page_config(page_title="PlanMaster AI", layout="wide")
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+
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+ # Title & Introduction
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+ st.markdown("<h1 style='text-align: center; color: #ff6347;'>PlanMaster AI</h1>", unsafe_allow_html=True)
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+ st.markdown(
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+ """
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+ <div style='text-align: center; color: #4682b4;'>
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+ <h3>Welcome to PlanMaster AI</h3>
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+ <p>
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+ This application leverages AI to help you plan and manage projects more effectively.
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+ Simply provide a project description and select the type of analysis you want to perform.
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+ </p>
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+ </div>
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+ """,
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+ unsafe_allow_html=True
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+ )
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+ st.write("---")
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+
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+ # Sidebar
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+ st.sidebar.markdown("<h2 style='color: #4CAF50;'>Select Analysis Task</h2>", unsafe_allow_html=True)
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+
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+ task_options = {
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+ "Cost Estimation": "#ff6347",
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+ "Sustainability Assessment": "#4682b4",
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+ "Resource Optimization": "#32cd32",
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+ "Risk Management": "#ff8c00",
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+ "Task Prioritization": "#8a2be2",
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+ "Project Schedule": "#ff1493",
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+ "Project Scope": "#9400d3"
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+ }
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+
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+ if "selected_task" not in st.session_state:
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+ st.session_state["selected_task"] = None
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+
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+ for option, color in task_options.items():
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+ if st.sidebar.button(option):
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+ st.session_state["selected_task"] = option
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+
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+ selected_task = st.session_state["selected_task"]
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+
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+ # Project Description
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+ if 'description_input' not in st.session_state:
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+ st.session_state['description_input'] = ""
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+
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+ project_description = st.text_area("Enter Project Description", st.session_state['description_input'])
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+
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+ # Remove "Run All Analyses" button or comment it out
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+ # if st.button("Run All Analyses"):
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+ # st.session_state["selected_task"] = "Run All"
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+
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+ if selected_task:
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+ st.write(f"## Current Task: {selected_task}")
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+ else:
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+ st.write("## Please select a task from the sidebar.")
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+
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+ def display_sample_table():
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+ data = {
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+ 'Category': ['Materials', 'Labor', 'Equipment', 'Software', 'Services', 'Travel'],
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+ 'Cost Estimate ($)': [5000, 10000, 8000, 2000, 3000, 1500]
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+ }
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+ df = pd.DataFrame(data)
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+ st.table(df)
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+
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+ def display_sample_chart():
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+ data = {
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+ 'Risk Factor': ['Financial', 'Operational', 'Compliance', 'Strategic'],
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+ 'Likelihood (%)': [35, 20, 25, 20],
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+ }
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+ df = pd.DataFrame(data)
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+ fig, ax = plt.subplots()
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+ ax.bar(df['Risk Factor'], df['Likelihood (%)'], color='#ff8c00')
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+ ax.set_title("Risk Factor Likelihood")
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+ st.pyplot(fig)
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+
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+ if project_description.strip():
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+ st.write("### Task Result")
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+ if selected_task == "Cost Estimation":
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+ st.markdown(f"<h4 style='color: {task_options[selected_task]};'>Cost Estimation Result 💸</h4>", unsafe_allow_html=True)
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+ st.write(estimate_cost(project_description))
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+ display_sample_table()
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+ elif selected_task == "Sustainability Assessment":
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+ st.markdown(f"<h4 style='color: {task_options[selected_task]};'>Sustainability Assessment Result 🌍</h4>", unsafe_allow_html=True)
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+ st.write(assess_sustainability(project_description))
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+ elif selected_task == "Resource Optimization":
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+ st.markdown(f"<h4 style='color: {task_options[selected_task]};'>Resource Optimization Result 📊</h4>", unsafe_allow_html=True)
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+ st.write(optimize_resources(project_description))
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+ elif selected_task == "Risk Management":
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+ st.markdown(f"<h4 style='color: {task_options[selected_task]};'>Risk Management Result ⚠️</h4>", unsafe_allow_html=True)
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+ st.write(manage_risks(project_description))
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+ display_sample_chart()
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+ elif selected_task == "Task Prioritization":
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+ st.markdown(f"<h4 style='color: {task_options[selected_task]};'>Task Prioritization Result 📋</h4>", unsafe_allow_html=True)
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+ st.write(prioritize_tasks(project_description))
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+ elif selected_task == "Project Schedule":
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+ st.markdown(f"<h4 style='color: {task_options[selected_task]};'>Project Schedule Result 📅</h4>", unsafe_allow_html=True)
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+ st.write(optimize_schedule(project_description))
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+ elif selected_task == "Project Scope":
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+ st.markdown(f"<h4 style='color: {task_options[selected_task]};'>Project Scope Result 📝</h4>", unsafe_allow_html=True)
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+ st.write(get_project_scope(project_description))
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+
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+ ########################
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+ # CUSTOM PROMPT SECTION
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+ ########################
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+ st.write("---")
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+ st.write("### Run a Custom Prompt")
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+ custom_prompt = st.text_area("Enter any additional prompt you'd like to run")
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+ if st.button("Run Custom Prompt"):
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+ if custom_prompt.strip():
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+ custom_response = get_gemini_response(custom_prompt)
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+ st.write("#### Custom Prompt Result")
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+ st.write(custom_response)
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+ else:
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+ st.warning("Please enter a prompt before running.")
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+
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+ ########################
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+ # FOOTER
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+ ########################
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+ st.write("---")
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+ st.markdown(
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+ "<p style='text-align: center; color: #808080;'>"
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+ "Created by Nnenna Ginikanwa | Designed by Chidozie"
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+ "</p>",
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+ unsafe_allow_html=True
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+ )