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author | kqlio67 <kqlio67@users.noreply.github.com> | 2024-10-11 08:33:30 +0200 |
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committer | kqlio67 <kqlio67@users.noreply.github.com> | 2024-10-11 08:33:30 +0200 |
commit | a9bc67362f2be529fe9165ebb13347195ba1ddcf (patch) | |
tree | 1a91836eaa94f14c18ad5d55f687ff8a2118c357 /g4f/Provider/nexra/NexraSDLora.py | |
parent | feat(g4f/Provider/__init__.py): add new providers and update imports (diff) | |
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Diffstat (limited to '')
-rw-r--r-- | g4f/Provider/nexra/NexraSDLora.py | 68 |
1 files changed, 68 insertions, 0 deletions
diff --git a/g4f/Provider/nexra/NexraSDLora.py b/g4f/Provider/nexra/NexraSDLora.py new file mode 100644 index 00000000..ad986507 --- /dev/null +++ b/g4f/Provider/nexra/NexraSDLora.py @@ -0,0 +1,68 @@ +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 NexraSDLora(AsyncGeneratorProvider, ProviderModelMixin): + label = "Nexra Stable Diffusion Lora" + url = "https://nexra.aryahcr.cc/documentation/stable-diffusion/en" + api_endpoint = "https://nexra.aryahcr.cc/api/image/complements" + working = True + + default_model = 'sdxl-lora' + models = [default_model] + + @classmethod + def get_model(cls, model: str) -> str: + return cls.default_model + + @classmethod + async def create_async_generator( + cls, + model: str, + messages: Messages, + proxy: str = None, + response: str = "url", # base64 or url + guidance: str = 0.3, # Min: 0, Max: 5 + steps: str = 2, # Min: 2, Max: 10 + **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": model, + "response": response, + "data": { + "guidance": guidance, + "steps": steps + } + } + 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) |