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-rw-r--r--g4f/Provider/nexra/NexraProdiaAI.py151
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diff --git a/g4f/Provider/nexra/NexraProdiaAI.py b/g4f/Provider/nexra/NexraProdiaAI.py
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-from __future__ import annotations
-
-import json
-import requests
-from ...typing import CreateResult, Messages
-from ..base_provider import ProviderModelMixin, AbstractProvider
-from ...image import ImageResponse
-
-class NexraProdiaAI(AbstractProvider, 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
- def get_model(cls, model: str) -> str:
- return cls.default_model
-
- @classmethod
- def create_completion(
- cls,
- model: str,
- 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
- ) -> CreateResult:
- model = cls.get_model(model)
-
- headers = {
- 'Content-Type': 'application/json'
- }
-
- data = {
- "prompt": messages[-1]["content"],
- "model": "prodia",
- "response": response,
- "data": {
- "model": model,
- "steps": steps,
- "cfg_scale": cfg_scale,
- "sampler": sampler,
- "negative_prompt": negative_prompt
- }
- }
-
- response = requests.post(cls.api_endpoint, headers=headers, json=data)
-
- result = cls.process_response(response)
- yield result
-
- @classmethod
- def process_response(cls, response):
- if response.status_code == 200:
- try:
- content = response.text.strip()
- content = content.lstrip('_') # Remove leading underscores
- data = json.loads(content)
- if data.get('status') and data.get('images'):
- image_url = data['images'][0]
- return ImageResponse(images=[image_url], alt="Generated Image")
- else:
- return "Error: No image URL found in the response"
- except json.JSONDecodeError as e:
- return f"Error: Unable to decode JSON response. Details: {str(e)}"
- else:
- return f"Error: {response.status_code}, Response: {response.text}"