Tobias Geisler commited on
Commit
8a8d86e
·
1 Parent(s): 4e0988e
Files changed (3) hide show
  1. .gitignore +59 -0
  2. app.py +129 -0
  3. requirements.txt +0 -0
.gitignore ADDED
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+ # Virtual environment
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+ gradio-dalle3-env/
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+
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+ # Python cache files
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+ __pycache__/
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+ *.py[cod]
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+ *$py.class
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+
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+ # C extensions
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+ *.so
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+
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+ # Distribution / packaging
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+ .Python
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+ build/
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+ develop-eggs/
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+ dist/
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+ downloads/
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+ eggs/
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+ .eggs/
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+ lib/
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+ lib64/
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+ parts/
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+ sdist/
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+ var/
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+ wheels/
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+ *.egg-info/
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+ .installed.cfg
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+ *.egg
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+
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+ # PyInstaller
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+ *.manifest
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+ *.spec
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+
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+ # Jupyter Notebook
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+ .ipynb_checkpoints
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+
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+ # PyCharm
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+ .idea/
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+
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+ # VS Code
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+ .vscode/
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+
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+ # Environment variables
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+ .env
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+
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+ # OS generated files
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+ .DS_Store
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+ .DS_Store?
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+ ._*
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+ .Spotlight-V100
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+ .Trashes
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+ ehthumbs.db
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+ Thumbs.db
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+
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+ # Gradio specific
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+ flagged/
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+
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+ # Logs
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+ *.log
app.py ADDED
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+ import gradio as gr
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+ import time
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+ from collections import defaultdict
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+ from dotenv import load_dotenv
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+ from openai import OpenAI
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+ import os
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+
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+ load_dotenv()
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+ client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
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+ generation_timeout = float(os.getenv("GENERATION_TIMEOUT"))
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+
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+ if client.api_key is None:
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+ raise ValueError("Die Umgebungsvariable OPENAI_API_KEY ist nicht gesetzt.")
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+
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+ last_generation_time = defaultdict(float)
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+
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+ def generate_image(prompt, use_magic_prompt, style, user_id):
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+ global last_generation_time
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+
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+ current_time = time.time()
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+ if current_time - last_generation_time[user_id] < generation_timeout:
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+ return f"Bitte warte {generation_timeout} Sekunden zwischen den Bildgenerierungen.", None
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+
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+ if use_magic_prompt:
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+ prompt = enhance_prompt(prompt)
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+
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+ print("Finaler Prompt:", prompt)
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+
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+ try:
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+ response = client.images.generate(
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+ model="dall-e-3",
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+ prompt=prompt,
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+ size="1024x1024",
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+ quality="standard",
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+ style=style,
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+ n=1
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+ )
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+
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+ image_url = response.data[0].url
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+
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+ # Update the last generation time for this user
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+ last_generation_time[user_id] = current_time
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+
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+ return prompt, image_url
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+ except Exception as e:
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+ print("Ein Fehler ist aufgetreten:", e)
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+ return f"Ein Fehler ist beim Generieren des Bildes aufgetreten: {str(e)}", None
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+
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+ magic_prompts = [
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+ """Enhance and refine anything the user sends you as an image generation prompt for DALL-E 3:
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+
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+ Provide an improved version of the user message by following these guidelines:
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+ Adds more specific details about the scene, subjects, and atmosphere
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+ Incorporates precise descriptors for colors, textures, and lighting
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+ Specifies the artistic style or medium (e.g., oil painting, digital art, photography)
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+ Includes relevant compositional elements (foreground, background, perspective)
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+ Adds any missing context or setting information
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+ Removes any redundant or vague language
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+ Ensures the prompt is coherent and follows a logical structure
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+ Incorporates relevant technical terms or jargon related to art or photography
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+ Suggests any additional elements that could enhance the overall image
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+ Optimizes the prompt length for DALL-E 3's capabilities (aim for 40-60 words)
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+ Only return the improved prompt without any additional comments or messages""",
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+ "Verbessere den folgenden Bildgenerierungsprompt, um ihn detaillierter und kreativer zu machen."
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+ ]
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+
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+ def enhance_prompt(original_prompt):
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+ try:
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+ response = client.chat.completions.create(
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+ model="gpt-3.5-turbo",
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+ messages=[
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+ {"role": "system", "content": magic_prompts[0]},
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+ {"role": "user", "content": original_prompt}
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+ ],
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+ max_tokens=250
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+ )
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+ enhanced_prompt = response.choices[0].message.content.strip()
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+ return enhanced_prompt
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+ except Exception as e:
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+ print("Ein Fehler ist beim Verbessern des Prompts aufgetreten:", e)
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+ return original_prompt
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+
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+ examples = [
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+ "Astronaut im Dschungel, kalte Farbpalette, gedämpfte Farben, detailliert, 8k",
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+ "Ein Astronaut reitet auf einem grünen Pferd",
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+ "Ein köstliches Ceviche-Käsekuchenstück",
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+ "Ein spielendes Glumanda in einer märchenhaften Waldlichtung bei Sonnenuntergang",
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+ "Ein futuristisches Stadtbild bei Nacht mit Neonlichtern",
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+ "Ein Roboter, der in einem antiken Tempel tanzt",
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+ "Ein magisches Einhorn, das über einen Regenbogen springt",
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+ "Ein mittelalterlicher Ritter, der gegen einen Drachen kämpft",
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+ "cube cutout of an isometric programmer bedroom, 3d art, muted colors, soft lighting, high detail, concept art, behance, ray tracing, 4k",
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+ "astronaut riding a llama on Mars",
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+ "a close up of a fire breathing pokemon figure, digital art, trending on polycount, real life charmander, sparks flying, photo-realistic unreal engine, pokemon in the wild"
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+ ]
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+
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+ with gr.Blocks() as demo:
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+ gr.Markdown("# codora DALL-E 3 Bildgenerator")
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+ gr.Markdown(f"Gib einen Bildprompt ein und verwende optional die magische Prompt-Funktion, um ihn zu verbessern. Du kannst alle {generation_timeout} Sekunden ein neues Bild generieren.")
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+
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+ with gr.Row():
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+ with gr.Column(scale=1):
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+ prompt = gr.Textbox(label="Bildprompt")
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+ use_magic_prompt = gr.Checkbox(label="Magischen Prompt verwenden")
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+ style = gr.Radio(
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+ label="Stil",
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+ choices=["vivid", "natural"],
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+ value="vivid"
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+ )
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+ user_id = gr.Textbox(label="Benutzer-ID", visible=False)
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+ generate_button = gr.Button("Bild generieren")
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+
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+ with gr.Column(scale=1):
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+ final_prompt = gr.Textbox(label="Finaler Prompt")
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+ generated_image = gr.Image(label="Generiertes Bild")
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+
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+ # Place examples below the generation button
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+ gr.Examples(
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+ examples=examples,
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+ inputs=prompt
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+ )
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+
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+ generate_button.click(
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+ fn=generate_image,
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+ inputs=[prompt, use_magic_prompt, style, user_id],
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+ outputs=[final_prompt, generated_image]
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+ )
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+
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+ demo.launch()
requirements.txt ADDED
File without changes