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2 Commits

Author SHA1 Message Date
c4b6c750fb SD plugin working 2024-03-03 12:56:19 -07:00
ae2bdfecae Latest working copy 2024-03-03 06:59:39 -07:00

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@ -5,11 +5,17 @@ This plugin provides a command to generate images using self hosted Stable Diffu
import requests
import base64
from asyncio import Queue
import argparse
import simplematrixbotlib as botlib
import markdown2
# Queue to store pending commands
command_queue = Queue()
def markdown_to_html(markdown_text):
html_content = markdown2.markdown(markdown_text)
return html_content
async def process_command(room, message, bot, prefix, config):
match = botlib.MessageMatch(room, message, bot, prefix)
if match.prefix() and match.command("sd"):
@ -21,18 +27,43 @@ async def process_command(room, message, bot, prefix, config):
async def handle_command(room, message, bot, prefix, config):
match = botlib.MessageMatch(room, message, bot, prefix)
if match.prefix() and match.command("sd"):
prompt = message.body[len(prefix) + len("sd"):].strip() # Extract prompt from message body
try:
parser = argparse.ArgumentParser(description='Generate images using self hosted Stable Diffusion')
parser.add_argument('--steps', type=int, default=4, help='Number of steps, default=16')
parser.add_argument('--cfg', type=int, default=1.25, help='CFG scale, default=7')
parser.add_argument('--h', type=int, default=512, help='Height of the image, default=512')
parser.add_argument('--w', type=int, default=512, help='Width of the image, default=512')
parser.add_argument('--neg', type=str, default='((((ugly)))), (((duplicate))), ((morbid)), ((mutilated)), out of frame, extra fingers, mutated hands, ((poorly drawn hands)), ((poorly drawn face)), (((mutation))), (((deformed))), ((ugly)), blurry, ((bad anatomy)), (((bad proportions))), ((extra limbs)), cloned face, (((disfigured))), out of frame, ugly, extra limbs, (bad anatomy), gross proportions, (malformed limbs), ((missing arms)), ((missing legs)), (((extra arms))), (((extra legs))), mutated hands, (fused fingers), (too many fingers), (((long neck)))', nargs='+', help='Negative prompt, default=none')
parser.add_argument('--sampler', type=str, nargs='*', default=['DPM++', 'SDE', 'Karras'], help='Sampler name, default=Euler a')
parser.add_argument('prompt', type=str, nargs='*', help='Prompt for the image')
args = parser.parse_args(message.body.split()[1:]) # Skip the command itself
if not args.prompt:
raise argparse.ArgumentError(None, "Prompt is required.")
prompt = ' '.join(args.prompt)
sampler_name = ' '.join(args.sampler)
neg = ' '.join(args.neg)
payload = {
"prompt": prompt,
"steps": 16
"steps": args.steps,
"negative_prompt": neg,
"sampler_name": sampler_name,
"cfg_scale": args.cfg,
"width": args.w,
"height": args.h,
}
url = "http://127.0.0.1:7860/sdapi/v1/txt2img"
try:
response = requests.post(url=url, json=payload)
r = response.json()
with open("/tmp/output.png", 'wb') as f:
with open("/tmp/output.jpg", 'wb') as f:
f.write(base64.b64decode(r['images'][0]))
await bot.api.send_image_message(room_id=room.room_id, image_filepath="/tmp/output.png") # Corrected argument name
await bot.api.send_image_message(room_id=room.room_id, image_filepath="/tmp/output.jpg") # Corrected argument name
except argparse.ArgumentError as e:
await bot.api.send_text_message(room.room_id, f"Error: {e}")
await bot.api.send_markdown_message(room.room_id, "<details><summary>Stable Diffusion Help</summary>" + print_help() + "</details>")
except Exception as e:
await bot.api.send_text_message(room.room_id, f"Error processing the command: {str(e)}")
finally:
@ -40,3 +71,38 @@ async def handle_command(room, message, bot, prefix, config):
next_command = await command_queue.get()
await handle_command(*next_command)
def print_help():
return """
<p>Generate images using self-hosted Stable Diffusion</p>
<p>Positional arguments:</p>
<ul>
<li>prompt - Prompt for the image</li>
</ul>
<p>Optional arguments:</p>
<ul>
<li>--steps STEPS - Number of steps, default=16</li>
<li>--cfg CFG - CFG scale, default=7</li>
<li>--h H - Height of the image, default=512</li>
<li>--w W - Width of the image, default=512</li>
<li>--neg NEG - Negative prompt, default=none</li>
<li>--sampler SAMPLER - Sampler name, default=Euler a</li>
</ul>
<p>LORA List:</p>
<ul>
<li>&lt;psychedelicai-SDXL&gt;</li>
<li>&lt;ral-frctlgmtry-sdxl&gt;</li>
<li>&lt;SDXL-PsyAI-v4&gt;</li>
<li>&lt;al3xxl&gt;</li>
</ul>
<p>Load LORAs like this:</p>
<ul>
<li>&lt;lora:SDXL-PsyAI-v4:1&gt; PsyAI</li>
<li>&lt;lora:psychedelicai-SDXL:1&gt; Psychedelic</li>
<li>&lt;ral-frctlgmtry-sdxl&gt; ral-frctlgmtry</li>
<li>&lt;lora:al3xxl:1&gt; alexpainting, alexhuman, alexentity, alexthirdeye, alexforeheads, alexgalactic, spiraling, alexmirror, alexangel, alexkissing, alexthirdeye2, alexthirdeye3, alexhofmann, wearing, glasses, alexgalactic3, alexthirdeye4, alexhuman3, alexgalactic2, alexhuman2, alexbeing2, alexfractal2, alexfractal3</li>
</ul>
"""