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| import os | |
| import streamlit as st | |
| import requests | |
| import re | |
| from dotenv import load_dotenv | |
| from PIL import Image | |
| import matplotlib.pyplot as plt | |
| from io import BytesIO | |
| import tempfile | |
| # Load environment variables (for FLOWISE_API token) | |
| load_dotenv() | |
| # Define API settings | |
| API_URL = "https://nakheeltech.com:8030/api/v1/prediction/c1681ef1-8f47-4004-b4ab-594fbbd3eb3f" | |
| headers = {"Authorization": f"Bearer {os.getenv('FLOWISE_API')}"} | |
| # Function to send a query to the API | |
| def query(payload): | |
| response = requests.post(API_URL, headers=headers, json=payload) | |
| return response.json() | |
| # Extract only Python code from text | |
| def extract_python_code(text): | |
| code_pattern = r"```python(.*?)```" | |
| match = re.search(code_pattern, text, re.DOTALL) | |
| if match: | |
| return match.group(1).strip() | |
| return "No Python code found in response." | |
| # Streamlit UI | |
| st.title("Architecture Diagram Generator") | |
| # Get input from the user | |
| user_input = st.text_area("Describe your architecture:", | |
| placeholder="Enter a description of your architecture here...") | |
| if st.button("Generate Diagram"): | |
| if user_input: | |
| # Send the user's input to the API | |
| payload = {"question": user_input} | |
| output = query(payload) | |
| # Check and display the Python code from the API response | |
| if "text" in output: | |
| python_code = extract_python_code(output["text"]) | |
| st.code(python_code, language="python") | |
| # Save the generated code to a temporary file and execute it | |
| with tempfile.TemporaryDirectory() as tmpdirname: | |
| temp_file = os.path.join(tmpdirname, "architecture_diagram.py") | |
| with open(temp_file, "w") as f: | |
| f.write(python_code) | |
| # Execute the code | |
| try: | |
| exec(open(temp_file).read()) | |
| # Assuming the diagram was saved as "WordPress_Architecture.png" in the script | |
| diagram_path = os.path.join(tmpdirname, "WordPress_Architecture.png") | |
| # Display the generated image | |
| if os.path.exists(diagram_path): | |
| st.image(diagram_path, caption="Generated Architecture Diagram") | |
| else: | |
| st.error("No diagram image was generated.") | |
| except Exception as e: | |
| st.error(f"Error executing the Python code: {e}") | |
| else: | |
| st.write("Response:", output) | |
| else: | |
| st.warning("Please enter an architecture description.") | |