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https://github.com/blakeblackshear/frigate.git
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180b0af3c9
* Adapt openai.py to work with xAI It appears xAI is a bit more strict in regards to how the prompt is sent. This changes the prompt to be a dictionary with `"type": "text"` which works with OpenAI and xAI. * Adapt openai.py to work with xAI add "detail": "low" * Adapt openai.py to work with xAI Apply Ruff formatting and linting fixes
63 lines
1.8 KiB
Python
63 lines
1.8 KiB
Python
"""OpenAI Provider for Frigate AI."""
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import base64
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import logging
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from typing import Optional
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from httpx import TimeoutException
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from openai import OpenAI
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from frigate.config import GenAIProviderEnum
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from frigate.genai import GenAIClient, register_genai_provider
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logger = logging.getLogger(__name__)
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@register_genai_provider(GenAIProviderEnum.openai)
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class OpenAIClient(GenAIClient):
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"""Generative AI client for Frigate using OpenAI."""
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provider: OpenAI
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def _init_provider(self):
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"""Initialize the client."""
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return OpenAI(api_key=self.genai_config.api_key)
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def _send(self, prompt: str, images: list[bytes]) -> Optional[str]:
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"""Submit a request to OpenAI."""
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encoded_images = [base64.b64encode(image).decode("utf-8") for image in images]
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messages_content = []
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for image in encoded_images:
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messages_content.append(
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{
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"type": "image_url",
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"image_url": {
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"url": f"data:image/jpeg;base64,{image}",
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"detail": "low",
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},
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}
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)
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messages_content.append(
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{
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"type": "text",
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"text": prompt,
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}
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)
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try:
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result = self.provider.chat.completions.create(
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model=self.genai_config.model,
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messages=[
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{
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"role": "user",
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"content": messages_content,
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},
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],
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timeout=self.timeout,
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)
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except TimeoutException as e:
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logger.warning("OpenAI returned an error: %s", str(e))
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return None
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if len(result.choices) > 0:
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return result.choices[0].message.content.strip()
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return None
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