wehub-resource-sync
48 lines
1.3 KiB
Python
48 lines
1.3 KiB
Python
"""
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OpenAIImageToText Module
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"""
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from langchain_core.messages import HumanMessage
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from langchain_openai import ChatOpenAI
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class OpenAIImageToText(ChatOpenAI):
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"""
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A wrapper for the OpenAIImageToText class that provides default configuration
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and could be extended with additional methods if needed.
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Args:
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llm_config (dict): Configuration parameters for the language model.
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max_tokens (int): The maximum number of tokens to generate.
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"""
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def __init__(self, llm_config: dict):
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super().__init__(**llm_config, max_tokens=256)
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def run(self, image_url: str) -> str:
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"""
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Runs the image-to-text conversion using the provided image URL.
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Args:
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image_url (str): The URL of the image to convert.
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Returns:
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str: The text description of the image.
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"""
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message = HumanMessage(
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content=[
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{"type": "text", "text": "What is this image showing"},
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{
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"type": "image_url",
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"image_url": {
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"url": image_url,
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"detail": "auto",
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},
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},
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]
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)
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result = self.invoke([message]).content
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return result
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