Update app.py
Browse files
app.py
CHANGED
@@ -0,0 +1,252 @@
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1 |
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import os
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import streamlit as st
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from groq import Groq
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import re
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os.environ["GROQ_API_KEY"] = os.getenv("GROQ_API_KEY")
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client = Groq(api_key=os.environ["GROQ_API_KEY"])
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# Define available models
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MODELS = [
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"llama-3.2-90b-text-preview",
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"llama-3.2-11b-text-preview",
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"llama-3.2-3b-preview",
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"llama-3.2-1b-preview",
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"llama-3.1-70b-versatile",
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"mixtral-8x7b-32768",
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"gemma-7b-it",
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]
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# Configure Streamlit page
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st.set_page_config(page_title="Frontend Component Generator", layout="wide")
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st.title("Frontend Component Generator")
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# Sidebar for settings
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with st.sidebar:
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st.header("Settings")
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llm_type = st.selectbox("Select Model", MODELS)
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theme = st.selectbox(
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" Theme",
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[
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"Modern",
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"Vintage",
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"Minimalist",
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"Futuristic",
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"Retro",
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"Glassmorphism",
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"Neumorphism",
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"Material Design",
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"Flat Design",
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"Cyberpunk",
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],
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)
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st.markdown("---")
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st.markdown("""
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### How to use:
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1. Enter a description of the component you want.
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2. Click 'Generate Component'.
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3. Preview the component.
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50 |
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4. Click 'Convert to TSX' to generate a React component.
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5. Download the TSX version.
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6. Click 'Regenerate' for new versions.
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""")
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def sanitize_code(code: str) -> str:
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"""
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Removes Markdown code fences and any leading/trailing whitespace from the code.
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"""
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# Remove opening code fence (``` or ```javascript or ```html)
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code = re.sub(r'^```(?:\w+)?\n?', '', code)
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# Remove closing code fence (```)
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code = re.sub(r'\n?```$', '', code)
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# Strip leading and trailing whitespace
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return code.strip()
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def generate_html_js(prompt: str, theme: str):
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"""
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Generates HTML, TailwindCSS, and JavaScript code using the GROQ API.
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"""
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system_prompt = f"""You are an expert frontend developer.
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Create a complete, functional component based on the user's description.
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Requirements:
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1. Use pure HTML, TailwindCSS, and JavaScript without relying on any frameworks.
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2. Utilize the {theme} theme from TailwindCSS.
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3. Ensure the component is responsive.
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4. Include form validations if necessary.
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5. Add comments to explain the code where appropriate.
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**Provide only the raw HTML, TailwindCSS classes, and JavaScript code without any markdown, explanations, or additional text.**"""
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full_prompt = f"Create a component for: {prompt}"
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try:
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completion = client.chat.completions.create(
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messages=[
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": full_prompt}
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],
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model=llm_type,
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temperature=0.4
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)
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content = completion.choices[0].message.content.strip()
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sanitized_content = sanitize_code(content)
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return sanitized_content
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except Exception as e:
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st.error(f"Error generating component: {e}")
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return None
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102 |
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def generate_tsx(html_code: str, js_code: str, theme: str):
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"""
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Converts HTML, TailwindCSS, and JavaScript code into a React TSX component using the GROQ API.
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"""
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system_prompt = f"""You are an expert React/TypeScript developer.
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Convert the following HTML, TailwindCSS, and JavaScript code into a React TypeScript (TSX) component.
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Requirements:
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1. Use functional components with React Hooks.
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2. Incorporate TailwindCSS for styling.
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3. Ensure all functionalities from the original JavaScript are preserved.
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4. Add appropriate TypeScript types and interfaces.
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5. Include necessary imports (e.g., React).
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6. Ensure the component is named appropriately and exported as default.
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**Provide only the raw TSX component code without any markdown, explanations, or additional text.**"""
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# Combine HTML and JS code into a single prompt
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full_prompt = f"Convert the following code to a React TSX component:\n\nHTML:\n{html_code}\n\nJavaScript:\n{js_code}"
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try:
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completion = client.chat.completions.create(
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messages=[
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": full_prompt}
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],
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model=llm_type,
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temperature=0.4
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)
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tsx_content = completion.choices[0].message.content.strip()
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tsx_content = sanitize_code(tsx_content)
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return tsx_content
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except Exception as e:
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st.error(f"Error converting to TSX: {e}")
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return None
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def create_html_preview(html_code: str, js_code: str) -> str:
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"""
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Embeds the generated HTML, TailwindCSS, and JavaScript into an HTML template for rendering.
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"""
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return f"""
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<!DOCTYPE html>
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<html>
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<script src="https://cdn.tailwindcss.com"></script>
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<style>
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body {{ background-color: #f3f4f6; }}
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#root {{ padding: 20px; }}
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</style>
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</head>
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<body>
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<div id="root">
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{html_code}
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</div>
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<script>
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{js_code}
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</script>
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</body>
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</html>
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"""
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# Main interface
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user_input = st.text_area(
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"Describe the component you want (e.g., 'a login page with email and password fields, remember me checkbox, and a submit button')",
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height=150
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)
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# Initialize session state
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if 'html_code' not in st.session_state:
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st.session_state.html_code = None
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if 'js_code' not in st.session_state:
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st.session_state.js_code = None
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if 'tsx_code' not in st.session_state:
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st.session_state.tsx_code = None
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if user_input:
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generate_button = st.button("Generate Component")
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184 |
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if generate_button or not st.session_state.html_code:
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with st.spinner("Generating component..."):
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# Generate HTML and JS code
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component_code = generate_html_js(user_input, theme)
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if component_code:
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# Assume that the LLM returns HTML and JS separated by script tags
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# We'll need to parse them
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# For simplicity, let's assume the JS is within <script> tags
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html_part = re.findall(r'([\s\S]*?)<script>', component_code)
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js_part = re.findall(r'<script>([\s\S]*)<\/script>', component_code)
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html_code = html_part[0].strip() if html_part else ""
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js_code = js_part[0].strip() if js_part else ""
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st.session_state.html_code = html_code
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st.session_state.js_code = js_code
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st.success("Component generated successfully!")
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if st.session_state.html_code and st.session_state.js_code:
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# Create tabs for different views
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tab1, tab2 = st.tabs(["Code", "Preview"])
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with tab1:
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st.subheader("Generated HTML")
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st.code(st.session_state.html_code, language="html")
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st.subheader("Generated JavaScript")
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st.code(st.session_state.js_code, language="javascript")
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with tab2:
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st.subheader("Live Preview")
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preview_html = create_html_preview(st.session_state.html_code, st.session_state.js_code)
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st.components.v1.html(preview_html, height=600, scrolling=True)
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# Button to convert to TSX
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convert_button = st.button("Convert to TSX")
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if convert_button and not st.session_state.tsx_code:
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with st.spinner("Converting to TSX..."):
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tsx_code = generate_tsx(st.session_state.html_code, st.session_state.js_code, theme)
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if tsx_code:
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st.session_state.tsx_code = tsx_code
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st.success("Conversion to TSX successful!")
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if st.session_state.tsx_code:
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# Create tabs for TSX code and download
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tsx_tab1, tsx_tab2 = st.tabs(["TSX Code", "Download"])
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with tsx_tab1:
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st.subheader("Generated TSX Component")
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st.code(st.session_state.tsx_code, language="typescript")
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with tsx_tab2:
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st.subheader("Download TSX Component")
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st.download_button(
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label="Download TSX Component",
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data=st.session_state.tsx_code,
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file_name="Component.tsx",
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mime="text/typescript"
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)
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+
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# Regenerate button
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if st.button("Regenerate"):
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# Reset session state
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st.session_state.html_code = None
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st.session_state.js_code = None
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st.session_state.tsx_code = None
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st.rerun()
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