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import os | |
import streamlit as st | |
import pathlib | |
from PIL import Image | |
import google.generativeai as genai | |
from dotenv import load_dotenv | |
load_dotenv() | |
# Configure the API key directly in the script | |
API_KEY = os.environ.get("GOOGLE_API_KEY") | |
genai.configure(api_key=API_KEY) | |
# Generation configuration | |
generation_config = { | |
"temperature": 0.8, | |
"top_p": 0.95, | |
"top_k": 64, | |
"max_output_tokens": 50000, | |
"response_mime_type": "text/plain", | |
} | |
# Safety settings | |
safety_settings = [ | |
{"category": "HARM_CATEGORY_HARASSMENT", "threshold": "BLOCK_NONE"}, | |
{"category": "HARM_CATEGORY_HATE_SPEECH", "threshold": "BLOCK_NONE"}, | |
{"category": "HARM_CATEGORY_SEXUALLY_EXPLICIT", "threshold": "BLOCK_NONE"}, | |
{"category": "HARM_CATEGORY_DANGEROUS_CONTENT", "threshold": "BLOCK_NONE"}, | |
] | |
# Model name | |
MODEL_NAME = "gemini-1.5-flash-latest" | |
# Framework selection (e.g., Tailwind, Bootstrap, etc.) | |
framework = "Regular CSS use flex grid etc" # Change this to "Bootstrap" or any other framework as needed | |
# Create the model | |
model = genai.GenerativeModel( | |
model_name=MODEL_NAME, | |
safety_settings=safety_settings, | |
generation_config=generation_config, | |
) | |
# Start a chat session | |
chat_session = model.start_chat(history=[]) | |
# Function to send a message to the model | |
def send_message_to_model(message, image_path): | |
image_input = { | |
'mime_type': 'image/jpeg', | |
'data': pathlib.Path(image_path).read_bytes() | |
} | |
response = chat_session.send_message([message, image_input]) | |
return response.text | |
# Streamlit app | |
def main(): | |
st.title("Image to HTML Code AI π¨βπ» ") | |
st.subheader('Made by [Pushpendra](https://github.com/pushparmar).') | |
uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"]) | |
if uploaded_file is not None: | |
try: | |
if uploaded_file.size > 5 * 1024 * 1024: # Limit file size to 5MB | |
st.error("File size exceeds the limit of 5MB.") | |
return | |
if uploaded_file.type not in ["image/jpeg", "image/png"]: | |
st.error("Invalid file type. Please upload a JPEG or PNG image.") | |
return | |
# Load and display the image | |
image = Image.open(uploaded_file) | |
st.image(image, caption='Uploaded Image.', use_container_width=True) | |
# Convert image to RGB mode if it has an alpha channel | |
if image.mode == 'RGBA': | |
image = image.convert('RGB') | |
# Save the uploaded image temporarily | |
temp_image_path = pathlib.Path("temp_image.jpg") | |
image.save(temp_image_path, format="JPEG") | |
styleframework = st.selectbox("Select CSS Framework", ["Regular CSS use flex grid etc", "Bootstrap (Disabled)", "Tailwind (Disabled)"]) | |
uiFrameWork = st.selectbox("Select UI Framework", ["Regular HTML Code", "React.js (Disabled)", "Angular.js (Disabled)", "Vue.js (Disabled)"]) | |
# Generate UI description | |
if st.button("Code UI"): | |
placeholder = st.empty() | |
placeholder.write("π§βπ» A parmar code agent is Looking at your UI...") | |
import time | |
time.sleep(4) | |
st.write("π§βπ» A parmar code agent Generating Code for your image") | |
import time | |
time.sleep(2) | |
detailed_prompt = f""" | |
Analyze the uploaded image and generate a detailed {uiFrameWork} file with inline CSS that accurately represents the UI. | |
- Identify all UI elements (e.g., buttons, text fields, images, etc.) and their bounding boxes in the format: [object name (y_min, x_min, y_max, x_max)]. | |
- Describe the color, font, and styling of each element. | |
- Ensure the {uiFrameWork} code is responsive and mobile-first, using {styleframework} CSS for layout and styling. | |
- If {uiFrameWork} is selected, generate components with selected framework syntax and include inline CSS for styling. | |
- Include detailed inline CSS for each element to match the original design as closely as possible. | |
- Avoid using external libraries or frameworks unless specified. | |
- Do not include explanations or comments in the code. | |
- ONLY return the {uiFrameWork} code with inline CSS. | |
""" | |
if "Disabled" in uiFrameWork or "Disabled" in styleframework: | |
st.warning("This option is currently unavailable.") | |
return | |
else: | |
st.write(f"You selected: {uiFrameWork}") | |
generated_html = send_message_to_model(detailed_prompt, temp_image_path) | |
# Save the refined HTML to a file | |
with open("index.html", "w") as file: | |
file.write(generated_html) | |
st.success("HTML file 'index.html' has been created.") | |
# Provide download link for HTML | |
st.download_button(label="Download HTML", data=generated_html, file_name="index.html", mime="text/html") | |
# Provide a link to open the HTML file in a new tab | |
st.markdown(f'<a href="index.html" target="_blank">Open HTML in a new tab</a>', unsafe_allow_html=True) | |
except Exception as e: | |
st.error(f"An error occurred: {e}") | |
if __name__ == "__main__": | |
main() |