diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4bdace7e..b1375aad 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,7 @@
+## 1.0.7
+
+* Fix a hardcoded file extension causing confusion in the logs
+
 ## 1.0.6
 
 * Add slicing through indexing for vectorized elements
diff --git a/unstructured_inference/__version__.py b/unstructured_inference/__version__.py
index 029198d7..1afb74e9 100644
--- a/unstructured_inference/__version__.py
+++ b/unstructured_inference/__version__.py
@@ -1 +1 @@
-__version__ = "1.0.6"  # pragma: no cover
+__version__ = "1.0.7"  # pragma: no cover
diff --git a/unstructured_inference/inference/layout.py b/unstructured_inference/inference/layout.py
index 57e17a08..7681db89 100644
--- a/unstructured_inference/inference/layout.py
+++ b/unstructured_inference/inference/layout.py
@@ -337,12 +337,15 @@ def process_data_with_model(
     password: Optional[str] = None,
     **kwargs: Any,
 ) -> DocumentLayout:
-    """Process PDF as file-like object `data` into a `DocumentLayout`.
+    """Process PDF or image as file-like object `data` into a `DocumentLayout`.
 
     Uses the model identified by `model_name`.
     """
+    # Note: We use a temp dir, not a temp file,
+    # because the latter fails on Windows
+    # https://github.com/Unstructured-IO/unstructured-inference/pull/376
     with tempfile.TemporaryDirectory() as tmp_dir_path:
-        file_path = os.path.join(tmp_dir_path, "document.pdf")
+        file_path = os.path.join(tmp_dir_path, "document")
         with open(file_path, "wb") as f:
             f.write(data.read())
             f.flush()
@@ -365,8 +368,8 @@ def process_file_with_model(
     password: Optional[str] = None,
     **kwargs: Any,
 ) -> DocumentLayout:
-    """Processes pdf file with name filename into a DocumentLayout by using a model identified by
-    model_name."""
+    """Processes pdf or image file with name filename into a DocumentLayout by using
+    a model identified by model_name."""
 
     model = get_model(model_name, **kwargs)
     if isinstance(model, UnstructuredObjectDetectionModel):