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openai_multimodal.py(1.82 KB)Python
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"""Utilities for handling multimodal content in OpenAI-style messages."""
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import copy
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import re
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from typing import Any
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DEFAULT_MULTIMODAL_REGEX = (
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    r"(?s)<MSWEA_MULTIMODAL_CONTENT><CONTENT_TYPE>(.+?)</CONTENT_TYPE>(.+?)</MSWEA_MULTIMODAL_CONTENT>"
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)
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def _expand_content_string(*, content: str, pattern: str) -> list[dict]:
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    """Expand a content string, replacing multimodal tags with structured content."""
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    matches = list(re.finditer(pattern, content))
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    if not matches:
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        return [{"type": "text", "text": content}]
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    result = []
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    last_end = 0
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    for match in matches:
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        text_before = content[last_end : match.start()]
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        if text_before:
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            result.append({"type": "text", "text": text_before})
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        content_type = match.group(1).strip()
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        extracted = match.group(2).strip()
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        if content_type == "image_url":
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            result.append({"type": "image_url", "image_url": {"url": extracted}})
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        last_end = match.end()
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    text_after = content[last_end:]
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    if text_after:
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        result.append({"type": "text", "text": text_after})
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    return result
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def expand_multimodal_content(content: Any, *, pattern: str) -> Any:
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    """Recursively expand multimodal content in messages.
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    Note: Returns copy of content, original content is not modified.
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    """
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    if not pattern:
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        return content
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    content = copy.deepcopy(content)
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    if isinstance(content, str):
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        return _expand_content_string(content=content, pattern=pattern)
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    if isinstance(content, list):
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        return [expand_multimodal_content(item, pattern=pattern) for item in content]
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    if isinstance(content, dict):
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        if "content" not in content:
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            return content
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        content["content"] = expand_multimodal_content(content["content"], pattern=pattern)
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        return content
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    return str(content)
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