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author | Heiner Lohaus <hlohaus@users.noreply.github.com> | 2024-04-11 02:40:30 +0200 |
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committer | Heiner Lohaus <hlohaus@users.noreply.github.com> | 2024-04-11 02:40:30 +0200 |
commit | 009a67239a1df546fd22933a6b28eda03cd02a00 (patch) | |
tree | 6428fc06fe339e1c7cb197594dcb7399979a2e19 /g4f/Provider/ReplicateImage.py | |
parent | Increase conversation title lenght (diff) | |
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Diffstat (limited to 'g4f/Provider/ReplicateImage.py')
-rw-r--r-- | g4f/Provider/ReplicateImage.py | 96 |
1 files changed, 96 insertions, 0 deletions
diff --git a/g4f/Provider/ReplicateImage.py b/g4f/Provider/ReplicateImage.py new file mode 100644 index 00000000..3e423c1a --- /dev/null +++ b/g4f/Provider/ReplicateImage.py @@ -0,0 +1,96 @@ +from __future__ import annotations + +import random +import asyncio + +from .base_provider import AsyncGeneratorProvider, ProviderModelMixin +from ..typing import AsyncResult, Messages +from ..requests import StreamSession, raise_for_status +from ..image import ImageResponse +from ..errors import ResponseError + +class ReplicateImage(AsyncGeneratorProvider, ProviderModelMixin): + url = "https://replicate.com" + working = True + default_model = 'stability-ai/sdxl' + default_versions = [ + "39ed52f2a78e934b3ba6e2a89f5b1c712de7dfea535525255b1aa35c5565e08b", + "2b017d9b67edd2ee1401238df49d75da53c523f36e363881e057f5dc3ed3c5b2" + ] + + @classmethod + async def create_async_generator( + cls, + model: str, + messages: Messages, + **kwargs + ) -> AsyncResult: + yield await cls.create_async(messages[-1]["content"], model, **kwargs) + + @classmethod + async def create_async( + cls, + prompt: str, + model: str, + api_key: str = None, + proxy: str = None, + timeout: int = 180, + version: str = None, + extra_data: dict = {}, + **kwargs + ) -> ImageResponse: + headers = { + 'Accept-Encoding': 'gzip, deflate, br', + 'Accept-Language': 'en-US', + 'Connection': 'keep-alive', + 'Origin': cls.url, + 'Referer': f'{cls.url}/', + 'Sec-Fetch-Dest': 'empty', + 'Sec-Fetch-Mode': 'cors', + 'Sec-Fetch-Site': 'same-site', + 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36', + 'sec-ch-ua': '"Google Chrome";v="119", "Chromium";v="119", "Not?A_Brand";v="24"', + 'sec-ch-ua-mobile': '?0', + 'sec-ch-ua-platform': '"macOS"', + } + if version is None: + version = random.choice(cls.default_versions) + if api_key is not None: + headers["Authorization"] = f"Bearer {api_key}" + async with StreamSession( + proxies={"all": proxy}, + headers=headers, + timeout=timeout + ) as session: + data = { + "input": { + "prompt": prompt, + **extra_data + }, + "version": version + } + if api_key is None: + data["model"] = cls.get_model(model) + url = "https://homepage.replicate.com/api/prediction" + else: + url = "https://api.replicate.com/v1/predictions" + async with session.post(url, json=data) as response: + await raise_for_status(response) + result = await response.json() + if "id" not in result: + raise ResponseError(f"Invalid response: {result}") + while True: + if api_key is None: + url = f"https://homepage.replicate.com/api/poll?id={result['id']}" + else: + url = f"https://api.replicate.com/v1/predictions/{result['id']}" + async with session.get(url) as response: + await raise_for_status(response) + result = await response.json() + if "status" not in result: + raise ResponseError(f"Invalid response: {result}") + if result["status"] == "succeeded": + images = result['output'] + images = images[0] if len(images) == 1 else images + return ImageResponse(images, prompt) + await asyncio.sleep(0.5)
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