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Create app.py
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app.py
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import streamlit as st
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import openai
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import tempfile
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import os
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from pymermaid import mermaid
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# Function to call OpenAI GPT model for prompt processing
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def get_diagram_code(prompt, diagram_type, api_key):
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try:
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# Set the OpenAI API key dynamically based on user input
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openai.api_key = api_key
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response = openai.Completion.create(
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engine="gpt-4",
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prompt=f"Generate a {diagram_type} diagram in Mermaid.js syntax based on the following prompt: {prompt}",
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max_tokens=500
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)
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return response.choices[0].text.strip()
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except Exception as e:
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st.error(f"Error: {e}")
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return None
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# Function to render Mermaid.js diagram using pymermaid
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def render_mermaid(diagram_code):
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# Create a temporary file to save the mermaid code
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with tempfile.NamedTemporaryFile(delete=False, suffix=".mmd") as mmd_file:
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mmd_file.write(diagram_code.encode('utf-8'))
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mmd_file.close()
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# Generate diagram image using pymermaid
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output_image_path = mmd_file.name.replace(".mmd", ".png")
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mermaid.render(mmd_file.name, output_image_path)
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return output_image_path
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# Streamlit App UI
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def main():
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st.title("Generate Diagrams using GPT-4 and Mermaid.js")
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# User input for OpenAI API key
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api_key = st.text_input("Enter your OpenAI API Key:", type="password")
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# Check if API key is provided
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if not api_key:
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st.warning("Please enter your OpenAI API Key to continue.")
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return
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# User prompt for diagram type
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prompt = st.text_area("Enter your prompt for the diagram:", "")
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diagram_types = ["UML Diagram", "ER Diagram", "State Diagram", "Class Diagram", "Sequence Diagram"]
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diagram_choice = st.selectbox("Select the type of diagram to generate:", diagram_types)
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if st.button("Generate Diagram"):
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if prompt:
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diagram_code = get_diagram_code(prompt, diagram_choice, api_key)
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if diagram_code:
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# Render Mermaid code to Streamlit
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st.code(diagram_code, language='mermaid')
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# Save diagram as image
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try:
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image_path = render_mermaid(diagram_code)
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st.image(image_path, caption="Generated Diagram", use_column_width=True)
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# Provide download option
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with open(image_path, "rb") as img_file:
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st.download_button(
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label="Download Diagram Image",
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data=img_file,
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file_name="diagram.png",
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mime="image/png"
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)
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# Clean up the temporary files
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os.remove(image_path)
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except Exception as e:
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st.error(f"Error generating diagram image: {e}")
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else:
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st.error("Failed to generate diagram code.")
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else:
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st.error("Please enter a prompt.")
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if __name__ == "__main__":
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main()
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