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README.md
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---
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title:
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emoji:
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colorFrom:
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sdk: gradio
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sdk_version: 5.
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app_file: app.py
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pinned: false
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license:
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: Gemini 2.0 Image Gen
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emoji: 💻
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colorFrom: red
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colorTo: indigo
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sdk: gradio
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sdk_version: 5.23.1
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app_file: app.py
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pinned: false
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license: mit
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short_description: ♊Generate images with text prompts using Gemini♊
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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import json
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import os
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import time
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import uuid
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import tempfile
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from PIL import Image
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import gradio as gr
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import base64
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import mimetypes
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import logging
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from google import genai
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from google.genai import types
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# Configure logging
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logging.basicConfig(level=logging.DEBUG,
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format='%(asctime)s - %(levelname)s - %(message)s')
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logger = logging.getLogger(__name__)
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def save_binary_file(file_name, data):
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logger.debug(f"Saving binary data to file: {file_name}")
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with open(file_name, "wb") as f:
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f.write(data)
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logger.debug(f"File saved successfully: {file_name}")
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def generate(text, api_key, model="gemini-2.0-flash-exp-image-generation"):
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logger.debug(f"Starting generate function with text: '{text}', model: '{model}'")
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files = None # Initialize 'files' to None
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try:
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# Initialize client
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effective_api_key = api_key.strip() if api_key and api_key.strip() != "" else os.environ.get("GEMINI_API_KEY")
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logger.debug(f"Using API Key: {'Provided' if api_key.strip() else 'From Environment Variable'}")
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if not effective_api_key:
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logger.error("No API key provided or found in environment variable.")
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raise ValueError("API key is required.")
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try:
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client = genai.Client(api_key=effective_api_key)
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logger.debug("Gemini client initialized.")
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except Exception as e:
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logger.error(f"Error initializing Gemini client: {e}")
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return None # Return None if client initialization fails
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contents = [
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types.Content(
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role="user",
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parts=[
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types.Part.from_text(text=text),
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],
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),
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]
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logger.debug(f"Content object created: {contents}")
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generate_content_config = types.GenerateContentConfig(
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temperature=1,
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top_p=0.95,
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top_k=40,
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max_output_tokens=8192,
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response_modalities=[
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"image",
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"text",
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],
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response_mime_type="text/plain",
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)
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logger.debug(f"Generate content config: {generate_content_config}")
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with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp:
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temp_path = tmp.name
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logger.debug(f"Temporary file created: {temp_path}")
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response_stream = client.models.generate_content_stream(
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model=model,
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contents=contents,
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config=generate_content_config,
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)
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logger.debug("Starting to process response stream...")
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for chunk in response_stream:
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if not chunk.candidates or not chunk.candidates[0].content or not chunk.candidates[0].content.parts:
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logger.warning("Chunk has no candidates, content, or parts. Skipping.")
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continue
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inline_data = chunk.candidates[0].content.parts[0].inline_data
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if inline_data:
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save_binary_file(temp_path, inline_data.data)
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logger.info(f"File of mime type {inline_data.mime_type} saved to: {temp_path} and prompt input :{text}")
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else:
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logger.info(f"Received text: {chunk.text}")
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print(chunk.text)
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# Log the raw chunk for deeper inspection
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logger.debug(f"Raw chunk: {chunk}")
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logger.debug("Uploaded files deleted.")
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return temp_path
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except Exception as e:
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logger.exception("An error occurred during generation:")
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return None # Return None when error happens
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def generate_image_from_prompt(prompt, gemini_api_key):
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logger.debug(f"Starting generate_image_from_prompt with prompt: '{prompt}'")
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try:
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input_text = prompt
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model = "gemini-2.0-flash-exp-image-generation"
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gemma_generated_image_path = generate(text=input_text, api_key=gemini_api_key, model=model)
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if gemma_generated_image_path:
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logger.debug(f"Image generated at path: {gemma_generated_image_path}")
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result_img = Image.open(gemma_generated_image_path)
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if result_img.mode == "RGBA":
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result_img = result_img.convert("RGB")
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return [result_img]
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else:
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logger.error("generate function returned None.")
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return []
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except Exception as e:
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logger.exception("Error occurred in generate_image_from_prompt")
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return []
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# --- Gradio Interface ---
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with gr.Blocks() as demo:
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gr.HTML(
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"""
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<div style='display: flex; align-items: center; justify-content: center; gap: 20px'>
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<div style="background-color: var(--block-background-fill); border-radius: 8px">
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<img src="https://www.gstatic.com/lamda/images/gemini_favicon_f069958c85030456e93de685481c559f160ea06b.png" style="width: 100px; height: 100px;">
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</div>
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<div>
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<h1></h1>
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<p>စာသားမှပုံသို့ပြောင်းပါ</p>
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<p>API Key ကို <a href="https://aistudio.google.com/apikey">ဤနေရာ</a> တွင် ဖန်တီးပါ</p>
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</div>
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</div>
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"""
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)
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gr.Markdown("သင်လိုချင်တဲ့ပုံအတွက် စာသား prompt ကိုထည့်ပါ။")
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with gr.Row():
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with gr.Column():
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gemini_api_key = gr.Textbox(
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lines=1,
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placeholder="Gemini API Key ထည့်ပါ",
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label="Gemini API Key",
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type="password"
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)
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prompt_input = gr.Textbox(
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lines=2,
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placeholder="သင်လိုချင်တာကို ဤနေရာတွင် ရိုက်ထည့်ပါ...",
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label="သင်လိုချင်တာ"
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)
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submit_btn = gr.Button("ထုတ်လုပ်ပါ")
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with gr.Column():
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output_gallery = gr.Gallery(label="ထုတ်လုပ်ပြီးရလဒ်များ")
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submit_btn.click(
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fn=generate_image_from_prompt,
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inputs=[prompt_input, gemini_api_key],
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outputs=output_gallery,
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)
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try:
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demo.launch()
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except Exception as e:
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logger.error(f"Failed to launch Gradio app: {e}")
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print(f"Failed to launch Gradio app: {e}")
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