diff --git a/pydantic_ai_slim/pydantic_ai/messages.py b/pydantic_ai_slim/pydantic_ai/messages.py
index 43c6a3bb4b..3c4ca0607a 100644
--- a/pydantic_ai_slim/pydantic_ai/messages.py
+++ b/pydantic_ai_slim/pydantic_ai/messages.py
@@ -2,11 +2,12 @@
 
 import base64
 import hashlib
-from abc import ABC, abstractmethod
+import warnings
+from abc import ABC
 from collections.abc import Callable, Sequence
 from dataclasses import KW_ONLY, dataclass, field, replace
 from datetime import datetime
-from mimetypes import guess_type
+from mimetypes import guess_extension, guess_type
 from os import PathLike
 from pathlib import Path
 from typing import TYPE_CHECKING, Annotated, Any, Literal, TypeAlias, cast, overload
@@ -23,8 +24,10 @@
 from .usage import RequestUsage
 
 if TYPE_CHECKING:
-    from .models.instrumented import InstrumentationSettings
+    from magic import Magic
+    from magika import Magika
 
+    from .models.instrumented import InstrumentationSettings
 
 AudioMediaType: TypeAlias = Literal['audio/wav', 'audio/mpeg', 'audio/ogg', 'audio/flac', 'audio/aiff', 'audio/aac']
 ImageMediaType: TypeAlias = Literal['image/jpeg', 'image/png', 'image/gif', 'image/webp']
@@ -64,6 +67,11 @@
 ]
 """Reason the model finished generating the response, normalized to OpenTelemetry values."""
 
+# Shared instances for media type detection to avoid repeated initialization overhead
+
+_magika_instance: Magika | None = None
+_magic_instance: Magic | None = None
+
 ProviderDetailsDelta: TypeAlias = dict[str, Any] | Callable[[dict[str, Any] | None], dict[str, Any]] | None
 """Type for provider_details input: can be a static dict, a callback to update existing details, or None."""
 
@@ -181,16 +189,22 @@ def identifier(self) -> str:
         """
         return self._identifier or _multi_modal_content_identifier(self.url)
 
-    @abstractmethod
     def _infer_media_type(self) -> str:
         """Infer the media type of the file based on the URL."""
-        raise NotImplementedError
+        media_type = guess_type(self.url)[0]
+        if media_type is None:
+            raise ValueError(
+                f'Could not infer media type from URL: {self.url}. Explicitly provide a `media_type` instead.'
+            )
+        return media_type
 
     @property
-    @abstractmethod
     def format(self) -> str:
         """The file format."""
-        raise NotImplementedError
+        ext = guess_extension(self.media_type)
+        if ext is None:
+            raise ValueError(f'Could not infer file format from media type: {self.media_type}')
+        return ext[1:]  # Strip the leading dot
 
     __repr__ = _utils.dataclasses_no_defaults_repr
 
@@ -229,7 +243,7 @@ def __init__(
         )
         self.kind = kind
 
-    def _infer_media_type(self) -> VideoMediaType:
+    def _infer_media_type(self) -> VideoMediaType | str:
         """Return the media type of the video, based on the url."""
         if self.url.endswith('.mkv'):
             return 'video/x-matroska'
@@ -253,9 +267,7 @@ def _infer_media_type(self) -> VideoMediaType:
         elif self.is_youtube:
             return 'video/mp4'
         else:
-            raise ValueError(
-                f'Could not infer media type from video URL: {self.url}. Explicitly provide a `media_type` instead.'
-            )
+            return super()._infer_media_type()
 
     @property
     def is_youtube(self) -> bool:
@@ -263,12 +275,15 @@ def is_youtube(self) -> bool:
         return self.url.startswith(('https://youtu.be/', 'https://youtube.com/', 'https://www.youtube.com/'))
 
     @property
-    def format(self) -> VideoFormat:
+    def format(self) -> VideoFormat | str:
         """The file format of the video.
 
         The choice of supported formats were based on the Bedrock Converse API. Other APIs don't require to use a format.
         """
-        return _video_format_lookup[self.media_type]
+        if self.media_type in _video_format_lookup:
+            return _video_format_lookup[self.media_type]
+        else:
+            return super().format
 
 
 @dataclass(init=False, repr=False)
@@ -305,7 +320,7 @@ def __init__(
         )
         self.kind = kind
 
-    def _infer_media_type(self) -> AudioMediaType:
+    def _infer_media_type(self) -> AudioMediaType | str:
         """Return the media type of the audio file, based on the url.
 
         References:
@@ -324,14 +339,15 @@ def _infer_media_type(self) -> AudioMediaType:
         if self.url.endswith('.aac'):
             return 'audio/aac'
 
-        raise ValueError(
-            f'Could not infer media type from audio URL: {self.url}. Explicitly provide a `media_type` instead.'
-        )
+        return super()._infer_media_type()
 
     @property
-    def format(self) -> AudioFormat:
+    def format(self) -> AudioFormat | str:
         """The file format of the audio file."""
-        return _audio_format_lookup[self.media_type]
+        if self.media_type in _audio_format_lookup:
+            return _audio_format_lookup[self.media_type]
+        else:
+            return super().format
 
 
 @dataclass(init=False, repr=False)
@@ -368,7 +384,7 @@ def __init__(
         )
         self.kind = kind
 
-    def _infer_media_type(self) -> ImageMediaType:
+    def _infer_media_type(self) -> ImageMediaType | str:
         """Return the media type of the image, based on the url."""
         if self.url.endswith(('.jpg', '.jpeg')):
             return 'image/jpeg'
@@ -378,18 +394,18 @@ def _infer_media_type(self) -> ImageMediaType:
             return 'image/gif'
         elif self.url.endswith('.webp'):
             return 'image/webp'
-        else:
-            raise ValueError(
-                f'Could not infer media type from image URL: {self.url}. Explicitly provide a `media_type` instead.'
-            )
+        return super()._infer_media_type()
 
     @property
-    def format(self) -> ImageFormat:
+    def format(self) -> ImageFormat | str:
         """The file format of the image.
 
         The choice of supported formats were based on the Bedrock Converse API. Other APIs don't require to use a format.
         """
-        return _image_format_lookup[self.media_type]
+        if self.media_type in _image_format_lookup:
+            return _image_format_lookup[self.media_type]
+        else:
+            return super().format
 
 
 @dataclass(init=False, repr=False)
@@ -448,25 +464,19 @@ def _infer_media_type(self) -> str:
             return 'application/vnd.ms-excel'
         elif self.url.endswith('.xlsx'):
             return 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet'
-
-        type_, _ = guess_type(self.url)
-        if type_ is None:
-            raise ValueError(
-                f'Could not infer media type from document URL: {self.url}. Explicitly provide a `media_type` instead.'
-            )
-        return type_
+        else:
+            return super()._infer_media_type()
 
     @property
-    def format(self) -> DocumentFormat:
+    def format(self) -> DocumentFormat | str:
         """The file format of the document.
 
         The choice of supported formats were based on the Bedrock Converse API. Other APIs don't require to use a format.
         """
-        media_type = self.media_type
-        try:
-            return _document_format_lookup[media_type]
-        except KeyError as e:
-            raise ValueError(f'Unknown document media type: {media_type}') from e
+        if self.media_type in _document_format_lookup:
+            return _document_format_lookup[self.media_type]
+        else:
+            return super().format
 
 
 @dataclass(init=False, repr=False)
@@ -481,7 +491,6 @@ class BinaryContent:
 
     _: KW_ONLY
 
-    media_type: AudioMediaType | ImageMediaType | DocumentMediaType | str
     """The media type of the binary data."""
 
     vendor_metadata: dict[str, Any] | None = None
@@ -496,6 +505,15 @@ class BinaryContent:
         compare=False, default=None
     )
 
+    _media_type: Annotated[str | None, pydantic.Field(alias='media_type', default=None, exclude=True)] = field(
+        compare=False, default=None
+    )
+    _type: Annotated[str | None, pydantic.Field(alias='type', default=None, exclude=True)] = field(
+        compare=False, default=None
+    )
+    _extension: Annotated[str | None, pydantic.Field(alias='extension', default=None, exclude=True)] = field(
+        compare=False, default=None
+    )
     kind: Literal['binary'] = 'binary'
     """Type identifier, this is available on all parts as a discriminator."""
 
@@ -503,15 +521,20 @@ def __init__(
         self,
         data: bytes,
         *,
-        media_type: AudioMediaType | ImageMediaType | DocumentMediaType | str,
+        media_type: str | None = None,
         identifier: str | None = None,
         vendor_metadata: dict[str, Any] | None = None,
         kind: Literal['binary'] = 'binary',
         # Required for inline-snapshot which expects all dataclass `__init__` methods to take all field names as kwargs.
         _identifier: str | None = None,
+        _media_type: str | None = None,
+        _type: str | None = None,
+        _extension: str | None = None,
     ) -> None:
         self.data = data
-        self.media_type = media_type
+        self._media_type = media_type or _media_type
+        self._type = _type
+        self._extension = _extension
         self._identifier = identifier or _identifier
         self.vendor_metadata = vendor_metadata
         self.kind = kind
@@ -574,6 +597,58 @@ def identifier(self) -> str:
         """
         return self._identifier or _multi_modal_content_identifier(self.data)
 
+    @pydantic.computed_field
+    @property
+    def media_type(self) -> str:
+        """The media type of the binary content.
+
+        Automatically detects the media type using:
+        1. Magika (preferred, more accurate for documents)
+        2. python-magic (fallback)
+
+        Raises:
+            ImportError: If neither magika nor python-magic is installed.
+        """
+        return self._media_type or self._infer_media_type()
+
+    def _infer_media_type(self) -> str:
+        """Infer the media type of the binary content."""
+        global _magika_instance, _magic_instance
+
+        # Try Magika first (more accurate, especially for documents)
+        try:
+            from magika import Magika
+
+            if _magika_instance is None:
+                _magika_instance = Magika()
+            result = _magika_instance.identify_bytes(self.data).output
+            self._media_type = result.mime_type
+            self._type = result.group
+            self._extension = result.extensions[0] if result.extensions else None
+            return self._media_type
+        except ImportError:
+            pass
+
+        # Fallback to python-magic (required dependency)
+        try:
+            from magic import Magic
+
+            if _magic_instance is None:
+                _magic_instance = Magic(mime=True)
+            self._media_type = _magic_instance.from_buffer(self.data)
+            warnings.warn(
+                'Using magic to identify media_type may result in incorrect identification of some document types. '
+                'To improve identification, please install the "magika" package or provide the media_type explicitly.',
+                category=UserWarning,
+                stacklevel=1,
+            )
+            return self._media_type
+        except ImportError:
+            raise ImportError(
+                'Could not infer media type: please install either "magika" or "python-magic" package, '
+                'or provide the media_type explicitly.'
+            ) from None
+
     @property
     def data_uri(self) -> str:
         """Convert the `BinaryContent` to a data URI."""
@@ -587,37 +662,48 @@ def base64(self) -> str:
     @property
     def is_audio(self) -> bool:
         """Return `True` if the media type is an audio type."""
-        return self.media_type.startswith('audio/')
+        return self._type == 'audio' or self.media_type.startswith('audio/')
 
     @property
     def is_image(self) -> bool:
         """Return `True` if the media type is an image type."""
-        return self.media_type.startswith('image/')
+        return self._type == 'image' or self.media_type.startswith('image/')
 
     @property
     def is_video(self) -> bool:
         """Return `True` if the media type is a video type."""
-        return self.media_type.startswith('video/')
+        return self._type == 'video' or self.media_type.startswith('video/')
 
     @property
     def is_document(self) -> bool:
         """Return `True` if the media type is a document type."""
-        return self.media_type in _document_format_lookup
+        return self._type == 'document' or self.media_type in _document_format_lookup
 
     @property
     def format(self) -> str:
-        """The file format of the binary content."""
-        try:
-            if self.is_audio:
-                return _audio_format_lookup[self.media_type]
-            elif self.is_image:
-                return _image_format_lookup[self.media_type]
-            elif self.is_video:
-                return _video_format_lookup[self.media_type]
-            else:
-                return _document_format_lookup[self.media_type]
-        except KeyError as e:
-            raise ValueError(f'Unknown media type: {self.media_type}') from e
+        """The file format of the binary content.
+
+        Returns the file extension (without leading dot) based on the media type.
+        Uses cached extension from Magika if available, otherwise maps from media_type.
+
+        Raises:
+            ValueError: If file format cannot be inferred from media type.
+        """
+        if self._extension is not None:
+            return self._extension
+
+        # Combine all format lookups
+
+        if self.media_type in _type_map:
+            return _type_map[self.media_type]
+
+        # Fallback to mimetypes.guess_extension
+        ext = guess_extension(self.media_type)
+        if ext is None:
+            raise ValueError(f'Unknown media type: {self.media_type}')
+
+        # Return the extension (strip the leading dot)
+        return ext[1:]
 
     __repr__ = _utils.dataclasses_no_defaults_repr
 
@@ -629,15 +715,26 @@ def __init__(
         self,
         data: bytes,
         *,
-        media_type: str,
+        media_type: str | None = None,
         identifier: str | None = None,
         vendor_metadata: dict[str, Any] | None = None,
         # Required for inline-snapshot which expects all dataclass `__init__` methods to take all field names as kwargs.
         kind: Literal['binary'] = 'binary',
         _identifier: str | None = None,
+        _media_type: str | None = None,
+        _type: str | None = None,
+        _extension: str | None = None,
     ):
+        # Use _media_type if media_type is not provided (for inline-snapshot compatibility)
+        effective_media_type = media_type or _media_type
+
         super().__init__(
-            data=data, media_type=media_type, identifier=identifier or _identifier, vendor_metadata=vendor_metadata
+            data=data,
+            media_type=effective_media_type,
+            identifier=identifier or _identifier,
+            vendor_metadata=vendor_metadata,
+            _type=_type,
+            _extension=_extension,
         )
 
         if not self.is_image:
@@ -733,6 +830,7 @@ class ToolReturn:
     'video/x-ms-wmv': 'wmv',
     'video/3gpp': 'three_gp',
 }
+_type_map = _image_format_lookup | _audio_format_lookup | _document_format_lookup | _video_format_lookup
 
 
 @dataclass(repr=False)
@@ -1396,7 +1494,10 @@ def new_event_body():
             elif isinstance(part, TextPart | ThinkingPart):
                 kind = part.part_kind
                 body.setdefault('content', []).append(
-                    {'kind': kind, **({'text': part.content} if settings.include_content else {})}
+                    {
+                        'kind': kind,
+                        **({'text': part.content} if settings.include_content else {}),
+                    }
                 )
             elif isinstance(part, FilePart):
                 body.setdefault('content', []).append(
diff --git a/pydantic_ai_slim/pydantic_ai/models/bedrock.py b/pydantic_ai_slim/pydantic_ai/models/bedrock.py
index 4141544098..c1cdd9d7bf 100644
--- a/pydantic_ai_slim/pydantic_ai/models/bedrock.py
+++ b/pydantic_ai_slim/pydantic_ai/models/bedrock.py
@@ -754,7 +754,7 @@ async def _map_user_prompt(  # noqa: C901
                         name = f'Document {next(document_count)}'
                         document: DocumentBlockTypeDef = {
                             'name': name,
-                            'format': item.format,
+                            'format': item.format,  # type: ignore[assignment]
                             'source': source,
                         }
                         content.append({'document': document})
diff --git a/pydantic_ai_slim/pyproject.toml b/pydantic_ai_slim/pyproject.toml
index 8d196a813b..d73bd8d6bd 100644
--- a/pydantic_ai_slim/pyproject.toml
+++ b/pydantic_ai_slim/pyproject.toml
@@ -115,6 +115,9 @@ dbos = ["dbos>=1.14.0"]
 # Prefect
 prefect = ["prefect>=3.4.21"]
 
+magika = ["magika>=1.0.1"]
+magic = ["python-magic>=0.4.27"]
+
 [tool.hatch.metadata]
 allow-direct-references = true
 
diff --git a/tests/models/test_google.py b/tests/models/test_google.py
index 0560dc883f..436a115efa 100644
--- a/tests/models/test_google.py
+++ b/tests/models/test_google.py
@@ -3149,7 +3149,9 @@ async def test_google_image_generation(allow_model_requests: None, google_provid
     result = await agent.run('Generate an image of an axolotl.')
     messages = result.all_messages()
 
-    assert result.output == snapshot(BinaryImage(data=IsBytes(), media_type='image/jpeg', _identifier='b6e95a'))
+    assert result.output == snapshot(
+        BinaryImage(data=IsBytes(), media_type='image/jpeg', _media_type='image/jpeg', _identifier='b6e95a')
+    )
     assert messages == snapshot(
         [
             ModelRequest(
@@ -3167,6 +3169,7 @@ async def test_google_image_generation(allow_model_requests: None, google_provid
                         content=BinaryImage(
                             data=IsBytes(),
                             media_type='image/jpeg',
+                            _media_type='image/jpeg',
                             _identifier='b6e95a',
                         ),
                         provider_details={'thought_signature': IsStr()},
@@ -3190,7 +3193,9 @@ async def test_google_image_generation(allow_model_requests: None, google_provid
     )
 
     result = await agent.run('Now give it a sombrero.', message_history=messages)
-    assert result.output == snapshot(BinaryImage(data=IsBytes(), media_type='image/jpeg', _identifier='14bec0'))
+    assert result.output == snapshot(
+        BinaryImage(data=IsBytes(), media_type='image/jpeg', _media_type='image/jpeg', _identifier='14bec0')
+    )
     assert result.new_messages() == snapshot(
         [
             ModelRequest(
@@ -3208,6 +3213,7 @@ async def test_google_image_generation(allow_model_requests: None, google_provid
                         content=BinaryImage(
                             data=IsBytes(),
                             media_type='image/jpeg',
+                            _media_type='image/jpeg',
                             _identifier='14bec0',
                         ),
                         provider_details={'thought_signature': IsStr()},
@@ -3245,6 +3251,7 @@ async def test_google_image_generation_stream(allow_model_requests: None, google
             BinaryImage(
                 data=IsBytes(),
                 media_type='image/png',
+                _media_type='image/png',
                 _identifier='9ff9cc',
                 identifier='9ff9cc',
             )
@@ -3263,6 +3270,7 @@ async def test_google_image_generation_stream(allow_model_requests: None, google
         BinaryImage(
             data=IsBytes(),
             media_type='image/png',
+            _media_type='image/png',
             _identifier='2af2a7',
             identifier='2af2a7',
         )
@@ -3285,6 +3293,7 @@ async def test_google_image_generation_stream(allow_model_requests: None, google
                         content=BinaryImage(
                             data=IsBytes(),
                             media_type='image/png',
+                            _media_type='image/png',
                             _identifier='2af2a7',
                             identifier='2af2a7',
                         )
@@ -3317,6 +3326,7 @@ async def test_google_image_generation_stream(allow_model_requests: None, google
                     content=BinaryImage(
                         data=IsBytes(),
                         media_type='image/png',
+                        _media_type='image/png',
                         _identifier='2af2a7',
                     )
                 ),
@@ -3364,6 +3374,7 @@ async def test_google_image_generation_with_text(allow_model_requests: None, goo
                         content=BinaryImage(
                             data=IsBytes(),
                             media_type='image/jpeg',
+                            _media_type='image/jpeg',
                             _identifier='00f2af',
                             identifier=IsStr(),
                         ),
@@ -3403,6 +3414,7 @@ async def test_google_image_or_text_output(allow_model_requests: None, google_pr
         BinaryImage(
             data=IsBytes(),
             media_type='image/png',
+            _media_type='image/png',
             _identifier='f82faf',
             identifier='f82faf',
         )
@@ -3422,6 +3434,7 @@ async def test_google_image_and_text_output(allow_model_requests: None, google_p
             BinaryImage(
                 data=IsBytes(),
                 media_type='image/png',
+                _media_type='image/png',
                 _identifier='67b12f',
                 identifier='67b12f',
             )
@@ -3474,6 +3487,7 @@ class Animal(BaseModel):
                         content=BinaryImage(
                             data=IsBytes(),
                             media_type='image/jpeg',
+                            _media_type='image/jpeg',
                             _identifier='4e5b3e',
                         ),
                         provider_details={'thought_signature': IsStr()},
@@ -3566,7 +3580,9 @@ async def test_google_image_generation_with_web_search(allow_model_requests: Non
     result = await agent.run(
         'Visualize the current weather forecast for the next 5 days in Mexico City as a clean, modern weather chart. Add a visual on what I should wear each day'
     )
-    assert result.output == snapshot(BinaryImage(data=IsBytes(), media_type='image/jpeg', _identifier='787c28'))
+    assert result.output == snapshot(
+        BinaryImage(data=IsBytes(), media_type='image/jpeg', _media_type='image/jpeg', _identifier='787c28')
+    )
     assert result.all_messages() == snapshot(
         [
             ModelRequest(
@@ -3613,6 +3629,7 @@ async def test_google_image_generation_with_web_search(allow_model_requests: Non
                         content=BinaryImage(
                             data=IsBytes(),
                             media_type='image/jpeg',
+                            _media_type='image/jpeg',
                             _identifier='787c28',
                         ),
                         provider_details={'thought_signature': IsStr()},
diff --git a/tests/models/test_mistral.py b/tests/models/test_mistral.py
index dffcc5512f..533ae294d0 100644
--- a/tests/models/test_mistral.py
+++ b/tests/models/test_mistral.py
@@ -2044,7 +2044,7 @@ async def test_image_as_binary_content_input(allow_model_requests: None):
                     UserPromptPart(
                         content=[
                             'hello',
-                            BinaryContent(data=image_bytes, media_type='image/jpeg'),
+                            BinaryContent(data=image_bytes, _media_type='image/jpeg', media_type='image/jpeg'),
                         ],
                         timestamp=IsDatetime(),
                     )
@@ -2128,7 +2128,12 @@ async def test_pdf_as_binary_content_input(allow_model_requests: None):
                     UserPromptPart(
                         content=[
                             'hello',
-                            BinaryContent(data=base64_content, media_type='application/pdf', identifier='b9d976'),
+                            BinaryContent(
+                                data=base64_content,
+                                _media_type='application/pdf',
+                                media_type='application/pdf',
+                                identifier='b9d976',
+                            ),
                         ],
                         timestamp=IsDatetime(),
                     )
diff --git a/tests/models/test_openai_responses.py b/tests/models/test_openai_responses.py
index 18016ccf4c..a919d6d6da 100644
--- a/tests/models/test_openai_responses.py
+++ b/tests/models/test_openai_responses.py
@@ -3787,6 +3787,7 @@ async def test_openai_responses_code_execution_return_image(allow_model_requests
         BinaryImage(
             data=IsBytes(),
             media_type='image/png',
+            _media_type='image/png',
             _identifier='653a61',
             identifier='653a61',
         )
@@ -3847,6 +3848,7 @@ async def test_openai_responses_code_execution_return_image(allow_model_requests
                         content=BinaryImage(
                             data=IsBytes(),
                             media_type='image/png',
+                            _media_type='image/png',
                             _identifier='653a61',
                             identifier='653a61',
                         ),
@@ -3884,6 +3886,7 @@ async def test_openai_responses_code_execution_return_image(allow_model_requests
         BinaryImage(
             data=IsBytes(),
             media_type='image/png',
+            _media_type='image/png',
             _identifier='81863d',
             identifier='81863d',
         )
@@ -3992,6 +3995,7 @@ async def test_openai_responses_code_execution_return_image(allow_model_requests
                         content=BinaryImage(
                             data=IsBytes(),
                             media_type='image/png',
+                            _media_type='image/png',
                             _identifier='81863d',
                             identifier='81863d',
                         ),
@@ -4062,6 +4066,7 @@ async def test_openai_responses_code_execution_return_image_stream(allow_model_r
         BinaryImage(
             data=IsBytes(),
             media_type='image/png',
+            _media_type='image/png',
             _identifier='df0d78',
             identifier='df0d78',
         )
@@ -4095,6 +4100,7 @@ async def test_openai_responses_code_execution_return_image_stream(allow_model_r
                         content=BinaryImage(
                             data=IsBytes(),
                             media_type='image/png',
+                            _media_type='image/png',
                             _identifier='df0d78',
                             identifier='df0d78',
                         ),
@@ -5452,7 +5458,9 @@ async def test_openai_responses_code_execution_return_image_stream(allow_model_r
             PartStartEvent(
                 index=2,
                 part=FilePart(
-                    content=BinaryImage(data=IsBytes(), media_type='image/png', _identifier='df0d78'),
+                    content=BinaryImage(
+                        data=IsBytes(), media_type='image/png', _media_type='image/png', _identifier='df0d78'
+                    ),
                     id='ci_06c1a26fd89d07f20068dd937636948197b6c45865da36d8f7',
                 ),
                 previous_part_kind='builtin-tool-call',
@@ -5551,6 +5559,7 @@ async def test_openai_responses_image_generation(allow_model_requests: None, ope
     assert result.output == snapshot(
         BinaryImage(
             data=IsBytes(),
+            _media_type='image/png',
             media_type='image/png',
             identifier='68b13f',
         )
@@ -5582,6 +5591,7 @@ async def test_openai_responses_image_generation(allow_model_requests: None, ope
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/png',
                             media_type='image/png',
                             identifier='68b13f',
                         ),
@@ -5624,6 +5634,7 @@ async def test_openai_responses_image_generation(allow_model_requests: None, ope
     assert result.output == snapshot(
         BinaryImage(
             data=IsBytes(),
+            _media_type='image/png',
             media_type='image/png',
             identifier='2b4fea',
         )
@@ -5655,6 +5666,7 @@ async def test_openai_responses_image_generation(allow_model_requests: None, ope
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/png',
                             media_type='image/png',
                             identifier='2b4fea',
                         ),
@@ -5702,6 +5714,7 @@ async def test_openai_responses_image_generation_stream(allow_model_requests: No
         assert await result.get_output() == snapshot(
             BinaryImage(
                 data=IsBytes(),
+                _media_type='image/png',
                 media_type='image/png',
                 identifier='be46a2',
             )
@@ -5719,6 +5732,7 @@ async def test_openai_responses_image_generation_stream(allow_model_requests: No
     assert agent_run.result.output == snapshot(
         BinaryImage(
             data=IsBytes(),
+            _media_type='image/png',
             media_type='image/png',
             identifier='69eaa4',
         )
@@ -5750,6 +5764,7 @@ async def test_openai_responses_image_generation_stream(allow_model_requests: No
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/png',
                             media_type='image/png',
                             identifier='69eaa4',
                         ),
@@ -5829,6 +5844,7 @@ async def test_openai_responses_image_generation_stream(allow_model_requests: No
                 part=FilePart(
                     content=BinaryImage(
                         data=IsBytes(),
+                        _media_type='image/png',
                         media_type='image/png',
                     ),
                     id='ig_00d13c4dbac420df0068dd91af3070819f86da82a11b9239c2',
@@ -5841,6 +5857,7 @@ async def test_openai_responses_image_generation_stream(allow_model_requests: No
                 part=FilePart(
                     content=BinaryImage(
                         data=IsBytes(),
+                        _media_type='image/png',
                         media_type='image/png',
                         identifier='69eaa4',
                     ),
@@ -5931,6 +5948,7 @@ async def test_openai_responses_image_generation_tool_without_image_output(
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/png',
                             media_type='image/png',
                             identifier='c51b7b',
                         ),
@@ -5989,6 +6007,7 @@ async def test_openai_responses_image_generation_tool_without_image_output(
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/png',
                             media_type='image/png',
                             identifier='c9d559',
                         ),
@@ -6036,6 +6055,7 @@ async def test_openai_responses_image_or_text_output(allow_model_requests: None,
     assert result.output == snapshot(
         BinaryImage(
             data=IsBytes(),
+            _media_type='image/png',
             media_type='image/png',
             identifier='f77253',
         )
@@ -6052,6 +6072,7 @@ async def test_openai_responses_image_and_text_output(allow_model_requests: None
         [
             BinaryImage(
                 data=IsBytes(),
+                _media_type='image/png',
                 media_type='image/png',
                 identifier='fbb409',
             )
@@ -6096,6 +6117,7 @@ class Animal(BaseModel):
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/png',
                             media_type='image/png',
                             identifier='918a98',
                         ),
@@ -6213,6 +6235,7 @@ class Animal(BaseModel):
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/png',
                             media_type='image/png',
                             identifier='4ed317',
                         ),
@@ -6287,6 +6310,7 @@ class Animal(BaseModel):
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/png',
                             media_type='image/png',
                             identifier='958792',
                         ),
@@ -6336,6 +6360,7 @@ async def get_animal() -> str:
     assert result.output == snapshot(
         BinaryImage(
             data=IsBytes(),
+            _media_type='image/png',
             media_type='image/png',
             identifier='160d47',
         )
@@ -6397,6 +6422,7 @@ async def get_animal() -> str:
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/png',
                             media_type='image/png',
                             identifier='160d47',
                         ),
@@ -6440,6 +6466,7 @@ async def test_openai_responses_multiple_images(allow_model_requests: None, open
     assert result.output == snapshot(
         BinaryImage(
             data=IsBytes(),
+            _media_type='image/png',
             media_type='image/png',
             identifier='2a8c51',
         )
@@ -6471,6 +6498,7 @@ async def test_openai_responses_multiple_images(allow_model_requests: None, open
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/png',
                             media_type='image/png',
                             identifier='2a8c51',
                         ),
@@ -6497,6 +6525,7 @@ async def test_openai_responses_multiple_images(allow_model_requests: None, open
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/png',
                             media_type='image/png',
                             identifier='dd7c41',
                         ),
@@ -6544,6 +6573,7 @@ async def test_openai_responses_image_generation_jpeg(allow_model_requests: None
     assert result.output == snapshot(
         BinaryImage(
             data=IsBytes(),
+            _media_type='image/jpeg',
             media_type='image/jpeg',
             identifier='df8cd2',
         )
@@ -6575,6 +6605,7 @@ async def test_openai_responses_image_generation_jpeg(allow_model_requests: None
                     FilePart(
                         content=BinaryImage(
                             data=IsBytes(),
+                            _media_type='image/jpeg',
                             media_type='image/jpeg',
                             identifier='df8cd2',
                         ),
diff --git a/tests/test_agent.py b/tests/test_agent.py
index 6ce2d91c54..96687999b6 100644
--- a/tests/test_agent.py
+++ b/tests/test_agent.py
@@ -4707,8 +4707,10 @@ def test_tool_return_part_binary_content_serialization():
     assert tool_return.model_response_object() == snapshot(
         {
             'data': 'iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAIAAACQd1PeAAAADElEQVR4nGNgYGAAAAAEAAH2FzgAAAAASUVORK5CYII=',
-            'media_type': 'image/png',
             'vendor_metadata': None,
+            '_media_type': 'image/png',
+            '_type': None,
+            '_extension': None,
             '_identifier': None,
             'kind': 'binary',
         }
@@ -4771,6 +4773,7 @@ def get_image() -> BinaryContent:
                         BinaryContent(
                             data=b'\x89PNG\r\n\x1a\n\x00\x00\x00\rIHDR\x00\x00\x00\x01\x00\x00\x00\x01\x08\x02\x00\x00\x00\x90wS\xde\x00\x00\x00\x0cIDATx\x9cc```\x00\x00\x00\x04\x00\x01\xf6\x178\x00\x00\x00\x00IEND\xaeB`\x82',
                             media_type='image/png',
+                            _media_type='image/png',
                             _identifier='image_id_1',
                         ),
                     ],
diff --git a/tests/test_agent_output_schemas.py b/tests/test_agent_output_schemas.py
index 5c63343126..4a322d9161 100644
--- a/tests/test_agent_output_schemas.py
+++ b/tests/test_agent_output_schemas.py
@@ -239,29 +239,19 @@ async def test_image_output_json_schema():
             'properties': {
                 'data': {'format': 'binary', 'title': 'Data', 'type': 'string'},
                 'media_type': {
-                    'anyOf': [
-                        {
-                            'enum': ['audio/wav', 'audio/mpeg', 'audio/ogg', 'audio/flac', 'audio/aiff', 'audio/aac'],
-                            'type': 'string',
-                        },
-                        {'enum': ['image/jpeg', 'image/png', 'image/gif', 'image/webp'], 'type': 'string'},
-                        {
-                            'enum': [
-                                'application/pdf',
-                                'text/plain',
-                                'text/csv',
-                                'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
-                                'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
-                                'text/html',
-                                'text/markdown',
-                                'application/msword',
-                                'application/vnd.ms-excel',
-                            ],
-                            'type': 'string',
-                        },
-                        {'type': 'string'},
-                    ],
+                    'description': """\
+The media type of the binary content.
+
+Automatically detects the media type using:
+1. Magika (preferred, more accurate for documents)
+2. python-magic (fallback)
+
+Raises:
+    ImportError: If neither magika nor python-magic is installed.\
+""",
+                    'readOnly': True,
                     'title': 'Media Type',
+                    'type': 'string',
                 },
                 'vendor_metadata': {
                     'anyOf': [{'additionalProperties': True, 'type': 'object'}, {'type': 'null'}],
@@ -288,7 +278,7 @@ async def test_image_output_json_schema():
                     'type': 'string',
                 },
             },
-            'required': ['data', 'media_type', 'identifier'],
+            'required': ['data', 'identifier', 'media_type'],
             'title': 'BinaryImage',
             'type': 'object',
         }
@@ -305,36 +295,19 @@ async def test_image_output_json_schema():
                     'properties': {
                         'data': {'format': 'binary', 'title': 'Data', 'type': 'string'},
                         'media_type': {
-                            'anyOf': [
-                                {
-                                    'enum': [
-                                        'audio/wav',
-                                        'audio/mpeg',
-                                        'audio/ogg',
-                                        'audio/flac',
-                                        'audio/aiff',
-                                        'audio/aac',
-                                    ],
-                                    'type': 'string',
-                                },
-                                {'enum': ['image/jpeg', 'image/png', 'image/gif', 'image/webp'], 'type': 'string'},
-                                {
-                                    'enum': [
-                                        'application/pdf',
-                                        'text/plain',
-                                        'text/csv',
-                                        'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
-                                        'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
-                                        'text/html',
-                                        'text/markdown',
-                                        'application/msword',
-                                        'application/vnd.ms-excel',
-                                    ],
-                                    'type': 'string',
-                                },
-                                {'type': 'string'},
-                            ],
+                            'description': """\
+The media type of the binary content.
+
+Automatically detects the media type using:
+1. Magika (preferred, more accurate for documents)
+2. python-magic (fallback)
+
+Raises:
+    ImportError: If neither magika nor python-magic is installed.\
+""",
+                            'readOnly': True,
                             'title': 'Media Type',
+                            'type': 'string',
                         },
                         'vendor_metadata': {
                             'anyOf': [{'additionalProperties': True, 'type': 'object'}, {'type': 'null'}],
@@ -361,7 +334,7 @@ async def test_image_output_json_schema():
                             'type': 'string',
                         },
                     },
-                    'required': ['data', 'media_type', 'identifier'],
+                    'required': ['data', 'identifier', 'media_type'],
                     'title': 'BinaryImage',
                     'type': 'object',
                 },
@@ -442,36 +415,19 @@ async def test_deferred_output_json_schema():
                     'properties': {
                         'data': {'format': 'binary', 'title': 'Data', 'type': 'string'},
                         'media_type': {
-                            'anyOf': [
-                                {
-                                    'enum': [
-                                        'audio/wav',
-                                        'audio/mpeg',
-                                        'audio/ogg',
-                                        'audio/flac',
-                                        'audio/aiff',
-                                        'audio/aac',
-                                    ],
-                                    'type': 'string',
-                                },
-                                {'enum': ['image/jpeg', 'image/png', 'image/gif', 'image/webp'], 'type': 'string'},
-                                {
-                                    'enum': [
-                                        'application/pdf',
-                                        'text/plain',
-                                        'text/csv',
-                                        'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
-                                        'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
-                                        'text/html',
-                                        'text/markdown',
-                                        'application/msword',
-                                        'application/vnd.ms-excel',
-                                    ],
-                                    'type': 'string',
-                                },
-                                {'type': 'string'},
-                            ],
+                            'description': """\
+The media type of the binary content.
+
+Automatically detects the media type using:
+1. Magika (preferred, more accurate for documents)
+2. python-magic (fallback)
+
+Raises:
+    ImportError: If neither magika nor python-magic is installed.\
+""",
+                            'readOnly': True,
                             'title': 'Media Type',
+                            'type': 'string',
                         },
                         'vendor_metadata': {
                             'anyOf': [{'additionalProperties': True, 'type': 'object'}, {'type': 'null'}],
@@ -498,7 +454,7 @@ async def test_deferred_output_json_schema():
                             'type': 'string',
                         },
                     },
-                    'required': ['data', 'media_type', 'identifier'],
+                    'required': ['data', 'identifier', 'media_type'],
                     'title': 'BinaryImage',
                     'type': 'object',
                 },
diff --git a/tests/test_fastmcp.py b/tests/test_fastmcp.py
index 1e504692b6..8643c4e897 100644
--- a/tests/test_fastmcp.py
+++ b/tests/test_fastmcp.py
@@ -338,7 +338,9 @@ async def test_call_tool_with_binary_content(
             )
 
             assert result == snapshot(
-                BinaryContent(data=b'fake_image_data', media_type='image/png', identifier='427d68')
+                BinaryContent(
+                    data=b'fake_image_data', _media_type='image/png', media_type='image/png', identifier='427d68'
+                )
             )
 
     async def test_call_tool_with_audio_content(
@@ -354,7 +356,9 @@ async def test_call_tool_with_audio_content(
             result = await fastmcp_toolset.call_tool(name='audio_tool', tool_args={}, ctx=run_context, tool=audio_tool)
 
             assert result == snapshot(
-                BinaryContent(data=b'fake_audio_data', media_type='audio/mpeg', identifier='f1220f')
+                BinaryContent(
+                    data=b'fake_audio_data', _media_type='audio/mpeg', media_type='audio/mpeg', identifier='f1220f'
+                )
             )
 
     async def test_call_tool_with_text_content(
@@ -471,7 +475,11 @@ async def test_call_tool_with_resource_tool_blob(
                 tool=resource_tool_blob,
             )
 
-            assert result == snapshot(BinaryContent(data=b'Hello World', media_type='application/octet-stream'))
+            assert result == snapshot(
+                BinaryContent(
+                    data=b'Hello World', _media_type='application/octet-stream', media_type='application/octet-stream'
+                )
+            )
 
     async def test_call_tool_with_error_behavior_raise(
         self,
diff --git a/tests/test_mcp.py b/tests/test_mcp.py
index 02bab17cc3..8d8f4b7bd0 100644
--- a/tests/test_mcp.py
+++ b/tests/test_mcp.py
@@ -1528,7 +1528,11 @@ def test_map_from_mcp_params_model_request():
                 parts=[
                     UserPromptPart(content='xx', timestamp=IsNow(tz=timezone.utc)),
                     UserPromptPart(
-                        content=[BinaryContent(data=b'img', media_type='image/png', identifier='978ea7')],
+                        content=[
+                            BinaryContent(
+                                data=b'img', _media_type='image/png', media_type='image/png', identifier='978ea7'
+                            )
+                        ],
                         timestamp=IsNow(tz=timezone.utc),
                     ),
                 ]
diff --git a/tests/test_messages.py b/tests/test_messages.py
index e10f9d9d55..c5b7e4a080 100644
--- a/tests/test_messages.py
+++ b/tests/test_messages.py
@@ -180,7 +180,7 @@ def test_audio_url(audio_url: AudioUrl, media_type: str, format: str):
 
 
 def test_audio_url_invalid():
-    with pytest.raises(ValueError, match='Could not infer media type from audio URL: foobar.potato'):
+    with pytest.raises(ValueError, match='Could not infer media type from URL: foobar.potato'):
         AudioUrl('foobar.potato').media_type
 
 
@@ -200,10 +200,10 @@ def test_image_url_formats(image_url: ImageUrl, media_type: str, format: str):
 
 
 def test_image_url_invalid():
-    with pytest.raises(ValueError, match='Could not infer media type from image URL: foobar.potato'):
+    with pytest.raises(ValueError, match='Could not infer media type from URL: foobar.potato'):
         ImageUrl('foobar.potato').media_type
 
-    with pytest.raises(ValueError, match='Could not infer media type from image URL: foobar.potato'):
+    with pytest.raises(ValueError, match='Could not infer media type from URL: foobar.potato'):
         ImageUrl('foobar.potato').format
 
 
@@ -241,12 +241,9 @@ def test_document_url_formats(document_url: DocumentUrl, media_type: str, format
 
 
 def test_document_url_invalid():
-    with pytest.raises(ValueError, match='Could not infer media type from document URL: foobar.potato'):
+    with pytest.raises(ValueError, match='Could not infer media type from URL: foobar.potato'):
         DocumentUrl('foobar.potato').media_type
 
-    with pytest.raises(ValueError, match='Unknown document media type: text/x-python'):
-        DocumentUrl('foobar.py').format
-
 
 def test_binary_content_unknown_media_type():
     with pytest.raises(ValueError, match='Unknown media type: application/custom'):
@@ -336,7 +333,7 @@ def test_video_url_formats(video_url: VideoUrl, media_type: str, format: str):
 
 
 def test_video_url_invalid():
-    with pytest.raises(ValueError, match='Could not infer media type from video URL: foobar.potato'):
+    with pytest.raises(ValueError, match='Could not infer media type from URL: foobar.potato'):
         VideoUrl('foobar.potato').media_type
 
 
@@ -582,8 +579,12 @@ def test_model_response_convenience_methods():
 
 And then, call the 'hello_world' tool\
 """)
-    assert response.files == snapshot([BinaryImage(data=b'fake', media_type='image/jpeg', identifier='c053ec')])
-    assert response.images == snapshot([BinaryImage(data=b'fake', media_type='image/jpeg', identifier='c053ec')])
+    assert response.files == snapshot(
+        [BinaryImage(data=b'fake', _media_type='image/jpeg', media_type='image/jpeg', identifier='c053ec')]
+    )
+    assert response.images == snapshot(
+        [BinaryImage(data=b'fake', _media_type='image/jpeg', media_type='image/jpeg', identifier='c053ec')]
+    )
     assert response.tool_calls == snapshot([ToolCallPart(tool_name='hello_world', args={}, tool_call_id='123')])
     assert response.builtin_tool_calls == snapshot(
         [
@@ -618,7 +619,11 @@ def test_image_url_validation_with_optional_identifier():
     )
 
     image = image_url_ta.validate_python(
-        {'url': 'https://example.com/image.jpg', 'identifier': 'foo', 'media_type': 'image/png'}
+        {
+            'url': 'https://example.com/image.jpg',
+            'identifier': 'foo',
+            'media_type': 'image/png',
+        }
     )
     assert image.url == snapshot('https://example.com/image.jpg')
     assert image.identifier == snapshot('foo')
@@ -652,7 +657,11 @@ def test_binary_content_validation_with_optional_identifier():
     )
 
     binary_content = binary_content_ta.validate_python(
-        {'data': b'fake', 'identifier': 'foo', 'media_type': 'image/png'}
+        {
+            'data': b'fake',
+            'identifier': 'foo',
+            'media_type': 'image/png',
+        }
     )
     assert binary_content.data == b'fake'
     assert binary_content.identifier == snapshot('foo')
@@ -685,19 +694,30 @@ def test_binary_content_from_path(tmp_path: Path):
     test_unknown_file = tmp_path / 'test.unknownext'
     test_unknown_file.write_text('some content', encoding='utf-8')
     binary_content = BinaryContent.from_path(test_unknown_file)
-    assert binary_content == snapshot(BinaryContent(data=b'some content', media_type='application/octet-stream'))
+    assert binary_content == snapshot(
+        BinaryContent(
+            data=b'some content', _media_type='application/octet-stream', media_type='application/octet-stream'
+        )
+    )
 
     # test string path
     test_txt_file = tmp_path / 'test.txt'
     test_txt_file.write_text('just some text', encoding='utf-8')
     string_path = test_txt_file.as_posix()
     binary_content = BinaryContent.from_path(string_path)  # pyright: ignore[reportArgumentType]
-    assert binary_content == snapshot(BinaryContent(data=b'just some text', media_type='text/plain'))
+    assert binary_content == snapshot(
+        BinaryContent(data=b'just some text', _media_type='text/plain', media_type='text/plain')
+    )
 
     # test image file
     test_jpg_file = tmp_path / 'test.jpg'
     test_jpg_file.write_bytes(b'\xff\xd8\xff\xe0' + b'0' * 100)  # minimal JPEG header + padding
     binary_content = BinaryContent.from_path(test_jpg_file)
     assert binary_content == snapshot(
-        BinaryImage(data=b'\xff\xd8\xff\xe0' + b'0' * 100, media_type='image/jpeg', _identifier='bc8d49')
+        BinaryImage(
+            data=b'\xff\xd8\xff\xe0' + b'0' * 100,
+            media_type='image/jpeg',
+            _media_type='image/jpeg',
+            _identifier='bc8d49',
+        )
     )
diff --git a/tests/test_vercel_ai.py b/tests/test_vercel_ai.py
index 0e191d445d..9528cfeb0c 100644
--- a/tests/test_vercel_ai.py
+++ b/tests/test_vercel_ai.py
@@ -1856,7 +1856,9 @@ async def test_adapter_load_messages():
                     UserPromptPart(
                         content=[
                             'Here are some files:',
-                            BinaryImage(data=b'fake', media_type='image/png', _identifier='c053ec'),
+                            BinaryImage(
+                                data=b'fake', media_type='image/png', _media_type='image/png', _identifier='c053ec'
+                            ),
                             ImageUrl(url='https://example.com/image.png', _media_type='image/png'),
                             VideoUrl(url='https://example.com/video.mp4', _media_type='video/mp4'),
                             AudioUrl(url='https://example.com/audio.mp3', _media_type='audio/mpeg'),
@@ -1870,7 +1872,11 @@ async def test_adapter_load_messages():
                 parts=[
                     ThinkingPart(content='I should tell the user how nice those files are and share another one'),
                     TextPart(content='Nice files, here is another one:'),
-                    FilePart(content=BinaryImage(data=b'fake', media_type='image/png', _identifier='c053ec')),
+                    FilePart(
+                        content=BinaryImage(
+                            data=b'fake', media_type='image/png', _media_type='image/png', _identifier='c053ec'
+                        )
+                    ),
                 ],
                 timestamp=IsDatetime(),
             ),
@@ -1974,7 +1980,9 @@ async def test_adapter_load_messages():
                     TextPart(
                         content='Here are the Table of Contents for both repositories:... Both products are designed to work together - Pydantic AI for building AI agents and Logfire for observing and monitoring them in production.'
                     ),
-                    FilePart(content=BinaryContent(data=b'fake', media_type='application/pdf')),
+                    FilePart(
+                        content=BinaryContent(data=b'fake', _media_type='application/pdf', media_type='application/pdf')
+                    ),
                     ToolCallPart(
                         tool_name='get_table_of_contents', args={'repo': 'pydantic'}, tool_call_id='toolu_01XX3rjFfG77h'
                     ),
diff --git a/uv.lock b/uv.lock
index 75bc6b08fb..42dcda2231 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2,14 +2,22 @@ version = 1
 revision = 3
 requires-python = ">=3.10"
 resolution-markers = [
-    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy'",
-    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy'",
-    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy'",
-    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy'",
-    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy'",
-    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation != 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation == 'PyPy'",
+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
 ]
 
 [manifest]
@@ -764,11 +772,16 @@ name = "cffi"
 version = "1.17.1"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy'",
-    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy'",
-    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation != 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation == 'PyPy'",
+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
 ]
 dependencies = [
     { name = "pycparser", marker = "python_full_version < '3.11' or platform_python_implementation == 'PyPy'" },
@@ -828,9 +841,12 @@ name = "cffi"
 version = "2.0.0"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy'",
-    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy'",
-    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
 ]
 dependencies = [
     { name = "pycparser", marker = "python_full_version >= '3.11' and implementation_name != 'PyPy' and platform_python_implementation != 'PyPy'" },
@@ -914,9 +930,9 @@ wheels = [
 name = "chardet"
 version = "5.2.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/f3/0d/f7b6ab21ec75897ed80c17d79b15951a719226b9fababf1e40ea74d69079/chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7", size = 2069618, upload-time = "2023-08-01T19:23:02.662Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f3/0d/f7b6ab21ec75897ed80c17d79b15951a719226b9fababf1e40ea74d69079/chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/38/6f/f5fbc992a329ee4e0f288c1fe0e2ad9485ed064cac731ed2fe47dcc38cbf/chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970", size = 199385, upload-time = "2023-08-01T19:23:00.661Z" },
+    { url = "https://files.pythonhosted.org/packages/38/6f/f5fbc992a329ee4e0f288c1fe0e2ad9485ed064cac731ed2fe47dcc38cbf/chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970" },
 ]
 
 [[package]]
@@ -1041,6 +1057,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" },
 ]
 
+[[package]]
+name = "coloredlogs"
+version = "15.0.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "humanfriendly" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/cc/c7/eed8f27100517e8c0e6b923d5f0845d0cb99763da6fdee00478f91db7325/coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0", size = 278520, upload-time = "2021-06-11T10:22:45.202Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934", size = 46018, upload-time = "2021-06-11T10:22:42.561Z" },
+]
+
 [[package]]
 name = "compressed-tensors"
 version = "0.11.0"
@@ -1174,8 +1202,10 @@ name = "cryptography"
 version = "45.0.7"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version < '3.11' and platform_python_implementation != 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation == 'PyPy'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
 ]
 dependencies = [
     { name = "cffi", version = "1.17.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' and platform_python_implementation != 'PyPy'" },
@@ -1225,12 +1255,18 @@ name = "cryptography"
 version = "46.0.2"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy'",
-    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy'",
-    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy'",
-    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy'",
-    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy'",
-    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy'",
+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
 ]
 dependencies = [
     { name = "cffi", version = "2.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' and platform_python_implementation != 'PyPy'" },
@@ -1419,9 +1455,9 @@ wheels = [
 name = "defusedxml"
 version = "0.7.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0f/d5/c66da9b79e5bdb124974bfe172b4daf3c984ebd9c2a06e2b8a4dc7331c72/defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69", size = 75520, upload-time = "2021-03-08T10:59:26.269Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/0f/d5/c66da9b79e5bdb124974bfe172b4daf3c984ebd9c2a06e2b8a4dc7331c72/defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/07/6c/aa3f2f849e01cb6a001cd8554a88d4c77c5c1a31c95bdf1cf9301e6d9ef4/defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61", size = 25604, upload-time = "2021-03-08T10:59:24.45Z" },
+    { url = "https://files.pythonhosted.org/packages/07/6c/aa3f2f849e01cb6a001cd8554a88d4c77c5c1a31c95bdf1cf9301e6d9ef4/defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61" },
 ]
 
 [[package]]
@@ -1446,9 +1482,9 @@ dependencies = [
     { name = "executing" },
     { name = "pygments" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/84/75/b78198620640d394bc435c17bb49db18419afdd6cfa3ed8bcfe14034ec80/devtools-0.12.2.tar.gz", hash = "sha256:efceab184cb35e3a11fa8e602cc4fadacaa2e859e920fc6f87bf130b69885507", size = 75005, upload-time = "2023-09-03T16:57:00.679Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/84/75/b78198620640d394bc435c17bb49db18419afdd6cfa3ed8bcfe14034ec80/devtools-0.12.2.tar.gz", hash = "sha256:efceab184cb35e3a11fa8e602cc4fadacaa2e859e920fc6f87bf130b69885507" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d1/ae/afb1487556e2dc827a17097aac8158a25b433a345386f0e249f6d2694ccb/devtools-0.12.2-py3-none-any.whl", hash = "sha256:c366e3de1df4cdd635f1ad8cbcd3af01a384d7abda71900e68d43b04eb6aaca7", size = 19411, upload-time = "2023-09-03T16:56:59.049Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/ae/afb1487556e2dc827a17097aac8158a25b433a345386f0e249f6d2694ccb/devtools-0.12.2-py3-none-any.whl", hash = "sha256:c366e3de1df4cdd635f1ad8cbcd3af01a384d7abda71900e68d43b04eb6aaca7" },
 ]
 
 [[package]]
@@ -1488,9 +1524,9 @@ wheels = [
 name = "diskcache"
 version = "5.6.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/3f/21/1c1ffc1a039ddcc459db43cc108658f32c57d271d7289a2794e401d0fdb6/diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc", size = 67916, upload-time = "2023-08-31T06:12:00.316Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3f/21/1c1ffc1a039ddcc459db43cc108658f32c57d271d7289a2794e401d0fdb6/diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3f/27/4570e78fc0bf5ea0ca45eb1de3818a23787af9b390c0b0a0033a1b8236f9/diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19", size = 45550, upload-time = "2023-08-31T06:11:58.822Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/27/4570e78fc0bf5ea0ca45eb1de3818a23787af9b390c0b0a0033a1b8236f9/diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19" },
 ]
 
 [[package]]
@@ -1831,6 +1867,14 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/89/ec/00d68c4ddfedfe64159999e5f8a98fb8442729a63e2077eb9dcd89623d27/filelock-3.17.0-py3-none-any.whl", hash = "sha256:533dc2f7ba78dc2f0f531fc6c4940addf7b70a481e269a5a3b93be94ffbe8338", size = 16164, upload-time = "2025-01-21T20:04:47.734Z" },
 ]
 
+[[package]]
+name = "flatbuffers"
+version = "25.12.19"
+source = { registry = "https://pypi.org/simple" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e8/2d/d2a548598be01649e2d46231d151a6c56d10b964d94043a335ae56ea2d92/flatbuffers-25.12.19-py2.py3-none-any.whl", hash = "sha256:7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4", size = 26661, upload-time = "2025-12-19T23:16:13.622Z" },
+]
+
 [[package]]
 name = "frozendict"
 version = "2.4.6"
@@ -2348,10 +2392,14 @@ name = "huggingface-hub"
 version = "0.33.5"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy'",
-    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy'",
-    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy'",
-    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy'",
+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
 ]
 dependencies = [
     { name = "filelock", marker = "python_full_version >= '3.12'" },
@@ -2378,10 +2426,14 @@ name = "huggingface-hub"
 version = "0.36.0"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy'",
-    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation != 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation == 'PyPy'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
 ]
 dependencies = [
     { name = "filelock", marker = "python_full_version < '3.12'" },
@@ -2403,6 +2455,18 @@ inference = [
     { name = "aiohttp", marker = "python_full_version < '3.12'" },
 ]
 
+[[package]]
+name = "humanfriendly"
+version = "10.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pyreadline3", marker = "sys_platform == 'win32'" },
+]
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-    "python_full_version < '3.11' and platform_python_implementation == 'PyPy'",
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+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
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 [[package]]
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 version = "2.11.0"
@@ -5609,6 +5751,12 @@ huggingface = [
 logfire = [
     { name = "logfire", extra = ["httpx"] },
 ]
+magic = [
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+]
+magika = [
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@@ -5691,6 +5839,7 @@ requires-dist = [
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+    { name = "python-magic", marker = "extra == 'magic'", specifier = ">=0.4.27" },
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 version = "0.0.20"
@@ -6854,8 +7022,10 @@ name = "scipy"
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 source = { registry = "https://pypi.org/simple" }
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-    "python_full_version < '3.11' and platform_python_implementation == 'PyPy'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
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 ]
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-    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy'",
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+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
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+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
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@@ -7515,10 +7691,14 @@ name = "tokenizers"
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-    "python_full_version < '3.11' and platform_python_implementation != 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation == 'PyPy'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
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@@ -7603,10 +7783,14 @@ name = "torch"
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-    "python_full_version < '3.11' and platform_python_implementation != 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation == 'PyPy'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
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@@ -7660,10 +7844,14 @@ name = "torch"
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-    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy'",
+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
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-    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy'",
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+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
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+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
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-    "python_full_version < '3.11' and platform_python_implementation != 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation == 'PyPy'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
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+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
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@@ -7854,13 +8050,13 @@ name = "triton"
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-    "python_full_version < '3.11' and platform_python_implementation != 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation == 'PyPy'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
 ]
 dependencies = [
-    { name = "setuptools", marker = "python_full_version < '3.12'" },
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 wheels = [
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 resolution-markers = [
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-    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy'",
-    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy'",
+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
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 wheels = [
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-    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation == 'PyPy'",
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+    "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'",
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 ]
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@@ -8146,10 +8346,14 @@ name = "vcrpy"
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-    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy'",
-    "python_full_version < '3.11' and platform_python_implementation != 'PyPy'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
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+    "python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform == 'win32'",
+    "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'win32'",
 ]
 dependencies = [
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@@ -8600,8 +8804,8 @@ name = "xformers"
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-    { name = "torch", version = "2.8.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.12'" },
+    { name = "numpy", marker = "python_full_version < '3.12' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.8.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.12' and sys_platform != 'win32'" },
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 sdist = { url = "https://files.pythonhosted.org/packages/6f/33/3b9c4d3d5b2da453d27de891df4ad653ac5795324961aa3a5c15b0353fe6/xformers-0.0.32.post1.tar.gz", hash = "sha256:1de84a45c497c8d92326986508d81f4b0a8c6be4d3d62a29b8ad6048a6ab51e1", size = 12106196, upload-time = "2025-08-14T18:07:45.486Z" }
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