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+from __future__ import annotations
+
+from aiohttp import ClientSession
+import json
+
+from ...typing import AsyncResult, Messages
+from ..base_provider import AsyncGeneratorProvider, ProviderModelMixin
+from ...image import ImageResponse
+
+
+class NexraProdiaAI(AsyncGeneratorProvider, ProviderModelMixin):
+ label = "Nexra Prodia AI"
+ url = "https://nexra.aryahcr.cc/documentation/prodia/en"
+ api_endpoint = "https://nexra.aryahcr.cc/api/image/complements"
+ working = True
+
+ default_model = 'absolutereality_v181.safetensors [3d9d4d2b]'
+ models = [
+ '3Guofeng3_v34.safetensors [50f420de]',
+ 'absolutereality_V16.safetensors [37db0fc3]',
+ default_model,
+ 'amIReal_V41.safetensors [0a8a2e61]',
+ 'analog-diffusion-1.0.ckpt [9ca13f02]',
+ 'aniverse_v30.safetensors [579e6f85]',
+ 'anythingv3_0-pruned.ckpt [2700c435]',
+ 'anything-v4.5-pruned.ckpt [65745d25]',
+ 'anythingV5_PrtRE.safetensors [893e49b9]',
+ 'AOM3A3_orangemixs.safetensors [9600da17]',
+ 'blazing_drive_v10g.safetensors [ca1c1eab]',
+ 'breakdomain_I2428.safetensors [43cc7d2f]',
+ 'breakdomain_M2150.safetensors [15f7afca]',
+ 'cetusMix_Version35.safetensors [de2f2560]',
+ 'childrensStories_v13D.safetensors [9dfaabcb]',
+ 'childrensStories_v1SemiReal.safetensors [a1c56dbb]',
+ 'childrensStories_v1ToonAnime.safetensors [2ec7b88b]',
+ 'Counterfeit_v30.safetensors [9e2a8f19]',
+ 'cuteyukimixAdorable_midchapter3.safetensors [04bdffe6]',
+ 'cyberrealistic_v33.safetensors [82b0d085]',
+ 'dalcefo_v4.safetensors [425952fe]',
+ 'deliberate_v2.safetensors [10ec4b29]',
+ 'deliberate_v3.safetensors [afd9d2d4]',
+ 'dreamlike-anime-1.0.safetensors [4520e090]',
+ 'dreamlike-diffusion-1.0.safetensors [5c9fd6e0]',
+ 'dreamlike-photoreal-2.0.safetensors [fdcf65e7]',
+ 'dreamshaper_6BakedVae.safetensors [114c8abb]',
+ 'dreamshaper_7.safetensors [5cf5ae06]',
+ 'dreamshaper_8.safetensors [9d40847d]',
+ 'edgeOfRealism_eorV20.safetensors [3ed5de15]',
+ 'EimisAnimeDiffusion_V1.ckpt [4f828a15]',
+ 'elldreths-vivid-mix.safetensors [342d9d26]',
+ 'epicphotogasm_xPlusPlus.safetensors [1a8f6d35]',
+ 'epicrealism_naturalSinRC1VAE.safetensors [90a4c676]',
+ 'epicrealism_pureEvolutionV3.safetensors [42c8440c]',
+ 'ICantBelieveItsNotPhotography_seco.safetensors [4e7a3dfd]',
+ 'indigoFurryMix_v75Hybrid.safetensors [91208cbb]',
+ 'juggernaut_aftermath.safetensors [5e20c455]',
+ 'lofi_v4.safetensors [ccc204d6]',
+ 'lyriel_v16.safetensors [68fceea2]',
+ 'majicmixRealistic_v4.safetensors [29d0de58]',
+ 'mechamix_v10.safetensors [ee685731]',
+ 'meinamix_meinaV9.safetensors [2ec66ab0]',
+ 'meinamix_meinaV11.safetensors [b56ce717]',
+ 'neverendingDream_v122.safetensors [f964ceeb]',
+ 'openjourney_V4.ckpt [ca2f377f]',
+ 'pastelMixStylizedAnime_pruned_fp16.safetensors [793a26e8]',
+ 'portraitplus_V1.0.safetensors [1400e684]',
+ 'protogenx34.safetensors [5896f8d5]',
+ 'Realistic_Vision_V1.4-pruned-fp16.safetensors [8d21810b]',
+ 'Realistic_Vision_V2.0.safetensors [79587710]',
+ 'Realistic_Vision_V4.0.safetensors [29a7afaa]',
+ 'Realistic_Vision_V5.0.safetensors [614d1063]',
+ 'Realistic_Vision_V5.1.safetensors [a0f13c83]',
+ 'redshift_diffusion-V10.safetensors [1400e684]',
+ 'revAnimated_v122.safetensors [3f4fefd9]',
+ 'rundiffusionFX25D_v10.safetensors [cd12b0ee]',
+ 'rundiffusionFX_v10.safetensors [cd4e694d]',
+ 'sdv1_4.ckpt [7460a6fa]',
+ 'v1-5-pruned-emaonly.safetensors [d7049739]',
+ 'v1-5-inpainting.safetensors [21c7ab71]',
+ 'shoninsBeautiful_v10.safetensors [25d8c546]',
+ 'theallys-mix-ii-churned.safetensors [5d9225a4]',
+ 'timeless-1.0.ckpt [7c4971d4]',
+ 'toonyou_beta6.safetensors [980f6b15]',
+ ]
+
+ model_aliases = {
+ }
+
+ @classmethod
+ def get_model(cls, model: str) -> str:
+ if model in cls.models:
+ return model
+ elif model in cls.model_aliases:
+ return cls.model_aliases[model]
+ else:
+ return cls.default_model
+
+ @classmethod
+ async def create_async_generator(
+ cls,
+ model: str, # Select from the list of models
+ messages: Messages,
+ proxy: str = None,
+ response: str = "url", # base64 or url
+ steps: str = 25, # Min: 1, Max: 30
+ cfg_scale: str = 7, # Min: 0, Max: 20
+ sampler: str = "DPM++ 2M Karras", # Select from these: "Euler","Euler a","Heun","DPM++ 2M Karras","DPM++ SDE Karras","DDIM"
+ negative_prompt: str = "", # Indicates what the AI should not do
+ **kwargs
+ ) -> AsyncResult:
+ model = cls.get_model(model)
+
+ headers = {
+ "Content-Type": "application/json"
+ }
+ async with ClientSession(headers=headers) as session:
+ prompt = messages[0]['content']
+ data = {
+ "prompt": prompt,
+ "model": "prodia",
+ "response": response,
+ "data": {
+ "model": model,
+ "steps": steps,
+ "cfg_scale": cfg_scale,
+ "sampler": sampler,
+ "negative_prompt": negative_prompt
+ }
+ }
+ async with session.post(cls.api_endpoint, json=data, proxy=proxy) as response:
+ text_data = await response.text()
+
+ if response.status == 200:
+ try:
+ json_start = text_data.find('{')
+ json_data = text_data[json_start:]
+
+ data = json.loads(json_data)
+ if 'images' in data and len(data['images']) > 0:
+ image_url = data['images'][-1]
+ yield ImageResponse(image_url, prompt)
+ else:
+ yield ImageResponse("No images found in the response.", prompt)
+ except json.JSONDecodeError:
+ yield ImageResponse("Failed to parse JSON. Response might not be in JSON format.", prompt)
+ else:
+ yield ImageResponse(f"Request failed with status: {response.status}", prompt)