mirror of
https://github.com/karl0ss/ai_image_frame_server.git
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70 lines
2.6 KiB
Python
70 lines
2.6 KiB
Python
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import random
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import logging
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import litellm
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import nest_asyncio
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from libs.generic import load_recent_prompts, load_config
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nest_asyncio.apply()
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logging.basicConfig(level=logging.INFO)
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LOG_FILE = "./prompts_log.jsonl"
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user_config = load_config()
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output_folder = user_config["comfyui"]["output_dir"]
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def create_prompt_on_openwebui(prompt: str) -> str:
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"""Sends prompt to OpenWebui and returns the generated response."""
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# Unique list of recent prompts
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recent_prompts = list(set(load_recent_prompts()))
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# Decide on whether to include a topic (e.g., 30% chance to include)
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topics = [t.strip() for t in user_config["comfyui"]["topics"].split(",") if t.strip()]
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topic_instruction = ""
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if random.random() < 0.3 and topics:
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selected_topic = random.choice(topics)
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topic_instruction = f" Incorporate the theme of '{selected_topic}' into the new prompt."
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user_content = (
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"Here are the prompts from the last 7 days:\n\n"
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+ "\n".join(f"{i+1}. {p}" for i, p in enumerate(recent_prompts))
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+ "\n\nDo not repeat ideas, themes, or settings from the above. "
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"Now generate a new, completely original Stable Diffusion prompt that hasn't been done yet."
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+ topic_instruction
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)
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model = random.choice(user_config["openwebui"]["models"].split(","))
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response = litellm.completion(
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api_base=user_config["openwebui"]["base_url"],
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model="openai/" + model,
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messages=[
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{
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"role": "system",
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"content": (
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"You are a prompt generator for Stable Diffusion. "
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"Generate a detailed and imaginative prompt with a strong visual theme. "
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"Focus on lighting, atmosphere, and artistic style. "
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"Keep the prompt concise, no extra commentary or formatting."
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),
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},
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{
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"role": "user",
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"content": user_content,
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},
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],
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api_key=user_config["openwebui"]["api_key"],
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)
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prompt = response["choices"][0]["message"]["content"].strip('"')
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# response = litellm.completion(
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# api_base=user_config["openwebui"]["base_url"],
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# model="openai/brxce/stable-diffusion-prompt-generator:latest",
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# messages=[
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# {
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# "role": "user",
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# "content": prompt,
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# },
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# ],
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# api_key=user_config["openwebui"]["api_key"],
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# )
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# prompt = response["choices"][0]["message"]["content"].strip('"')
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logging.debug(prompt)
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return prompt
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