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core[patch]: remove prompt img loading (#27807)
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33a53970e1
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@ -4,7 +4,6 @@ from langchain_core.prompt_values import ImagePromptValue, ImageURL, PromptValue
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from langchain_core.prompts.base import BasePromptTemplate
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from langchain_core.pydantic_v1 import Field
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from langchain_core.runnables import run_in_executor
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from langchain_core.utils import image as image_utils
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class ImagePromptTemplate(BasePromptTemplate[ImageURL]):
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@ -71,8 +70,8 @@ class ImagePromptTemplate(BasePromptTemplate[ImageURL]):
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A formatted string.
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Raises:
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ValueError: If the url or path is not provided.
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ValueError: If the path or url is not a string.
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ValueError: If the url is not provided.
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ValueError: If the url is not a string.
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Example:
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@ -87,20 +86,24 @@ class ImagePromptTemplate(BasePromptTemplate[ImageURL]):
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else:
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formatted[k] = v
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url = kwargs.get("url") or formatted.get("url")
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path = kwargs.get("path") or formatted.get("path")
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if kwargs.get("path") or formatted.get("path"):
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msg = (
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"Loading images from 'path' has been removed as of 0.3.15 for security "
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"reasons. Please specify images by 'url'."
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)
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raise ValueError(msg)
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detail = kwargs.get("detail") or formatted.get("detail")
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if not url and not path:
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raise ValueError("Must provide either url or path.")
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if not url:
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if not isinstance(path, str):
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raise ValueError("path must be a string.")
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url = image_utils.image_to_data_url(path)
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if not isinstance(url, str):
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raise ValueError("url must be a string.")
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output: ImageURL = {"url": url}
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if detail:
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# Don't check literal values here: let the API check them
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output["detail"] = detail # type: ignore[typeddict-item]
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msg = "Must provide url."
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raise ValueError(msg)
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elif not isinstance(url, str):
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msg = "url must be a string."
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raise ValueError(msg)
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else:
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output: ImageURL = {"url": url}
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if detail:
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# Don't check literal values here: let the API check them
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output["detail"] = detail # type: ignore[typeddict-item]
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return output
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async def aformat(self, **kwargs: Any) -> ImageURL:
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@ -113,7 +116,6 @@ class ImagePromptTemplate(BasePromptTemplate[ImageURL]):
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A formatted string.
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Raises:
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ValueError: If the url or path is not provided.
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ValueError: If the path or url is not a string.
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"""
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return await run_in_executor(None, self.format, **kwargs)
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@ -1,29 +1,13 @@
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import base64
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import mimetypes
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from typing import Any
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def encode_image(image_path: str) -> str:
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"""Get base64 string from image URI.
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Args:
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image_path: The path to the image.
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Returns:
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The base64 string of the image.
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"""
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with open(image_path, "rb") as image_file:
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return base64.b64encode(image_file.read()).decode("utf-8")
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def image_to_data_url(image_path: str) -> str:
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"""Get data URL from image URI.
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Args:
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image_path: The path to the image.
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Returns:
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The data URL of the image.
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"""
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encoding = encode_image(image_path)
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mime_type = mimetypes.guess_type(image_path)[0]
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return f"data:{mime_type};base64,{encoding}"
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def __getattr__(name: str) -> Any:
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if name in ("encode_image", "image_to_data_url"):
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msg = (
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f"'{name}' has been removed for security reasons.\n\n"
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f"Usage of this utility in environments with user-input paths is a "
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f"security vulnerability. Out of an abundance of caution, the utility "
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f"has been removed to prevent possible misuse."
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)
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raise ValueError(msg)
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raise AttributeError(name)
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@ -645,7 +645,7 @@ async def test_chat_tmpl_from_messages_multipart_image() -> None:
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async def test_chat_tmpl_from_messages_multipart_formatting_with_path() -> None:
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"""Verify that we can pass `path` for an image as a variable."""
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"""Verify that we cannot pass `path` for an image as a variable."""
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in_mem = "base64mem"
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in_file_data = "base64file01"
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@ -672,35 +672,19 @@ async def test_chat_tmpl_from_messages_multipart_formatting_with_path() -> None:
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),
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]
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)
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expected = [
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SystemMessage(content="You are an AI assistant named R2D2."),
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HumanMessage(
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content=[
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{"type": "text", "text": "What's in this image?"},
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{
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"type": "image_url",
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"image_url": {"url": f"data:image/jpeg;base64,{in_mem}"},
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},
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{
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"type": "image_url",
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"image_url": {"url": f"data:image/jpeg;base64,{in_file_data}"},
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},
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]
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),
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]
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messages = template.format_messages(
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name="R2D2",
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in_mem=in_mem,
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file_path=temp_file.name,
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)
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assert messages == expected
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with pytest.raises(ValueError):
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template.format_messages(
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name="R2D2",
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in_mem=in_mem,
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file_path=temp_file.name,
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)
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messages = await template.aformat_messages(
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name="R2D2",
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in_mem=in_mem,
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file_path=temp_file.name,
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)
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assert messages == expected
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with pytest.raises(ValueError):
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await template.aformat_messages(
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name="R2D2",
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in_mem=in_mem,
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file_path=temp_file.name,
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)
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def test_messages_placeholder() -> None:
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