diff --git a/lib/crewai/src/crewai/knowledge/source/base_file_knowledge_source.py b/lib/crewai/src/crewai/knowledge/source/base_file_knowledge_source.py
index 0832717c1..f4156ea09 100644
--- a/lib/crewai/src/crewai/knowledge/source/base_file_knowledge_source.py
+++ b/lib/crewai/src/crewai/knowledge/source/base_file_knowledge_source.py
@@ -84,8 +84,20 @@ class BaseFileKnowledgeSource(BaseKnowledgeSource, ABC):
             raise ValueError("No storage found to save documents.")
 
     def convert_to_path(self, path: Path | str) -> Path:
-        """Convert a path to a Path object."""
-        return Path(KNOWLEDGE_DIRECTORY + "/" + path) if isinstance(path, str) else path
+        """Convert a path to a Path object.
+
+        Validates that the resolved path stays within the knowledge directory
+        to prevent path traversal attacks.
+        """
+        if isinstance(path, str):
+            result = (Path(KNOWLEDGE_DIRECTORY) / path).resolve()
+            knowledge_dir = Path(KNOWLEDGE_DIRECTORY).resolve()
+            if not result.is_relative_to(knowledge_dir):
+                raise ValueError(
+                    f"Path '{path}' is outside the allowed knowledge directory"
+                )
+            return result
+        return path
 
     def _process_file_paths(self) -> list[Path]:
         """Convert file_path to a list of Path objects."""
diff --git a/lib/crewai/src/crewai/knowledge/source/crew_docling_source.py b/lib/crewai/src/crewai/knowledge/source/crew_docling_source.py
index 3dddacfac..aedcc9072 100644
--- a/lib/crewai/src/crewai/knowledge/source/crew_docling_source.py
+++ b/lib/crewai/src/crewai/knowledge/source/crew_docling_source.py
@@ -129,7 +129,12 @@ class CrewDoclingSource(BaseKnowledgeSource):
                     except Exception as e:
                         raise ValueError(f"Invalid URL: {path}. Error: {e!s}") from e
                 else:
-                    local_path = Path(KNOWLEDGE_DIRECTORY + "/" + path)
+                    local_path = (Path(KNOWLEDGE_DIRECTORY) / path).resolve()
+                    knowledge_dir = Path(KNOWLEDGE_DIRECTORY).resolve()
+                    if not local_path.is_relative_to(knowledge_dir):
+                        raise ValueError(
+                            f"Path '{path}' is outside the allowed knowledge directory"
+                        )
                     if local_path.exists():
                         processed_paths.append(local_path)
                     else:
diff --git a/lib/crewai/src/crewai/knowledge/source/excel_knowledge_source.py b/lib/crewai/src/crewai/knowledge/source/excel_knowledge_source.py
index ece582053..4e7b163c8 100644
--- a/lib/crewai/src/crewai/knowledge/source/excel_knowledge_source.py
+++ b/lib/crewai/src/crewai/knowledge/source/excel_knowledge_source.py
@@ -130,8 +130,20 @@ class ExcelKnowledgeSource(BaseKnowledgeSource):
         return content_dict
 
     def convert_to_path(self, path: Path | str) -> Path:
-        """Convert a path to a Path object."""
-        return Path(KNOWLEDGE_DIRECTORY + "/" + path) if isinstance(path, str) else path
+        """Convert a path to a Path object.
+
+        Validates that the resolved path stays within the knowledge directory
+        to prevent path traversal attacks.
+        """
+        if isinstance(path, str):
+            result = (Path(KNOWLEDGE_DIRECTORY) / path).resolve()
+            knowledge_dir = Path(KNOWLEDGE_DIRECTORY).resolve()
+            if not result.is_relative_to(knowledge_dir):
+                raise ValueError(
+                    f"Path '{path}' is outside the allowed knowledge directory"
+                )
+            return result
+        return path
 
     def _import_dependencies(self) -> ModuleType:
         """Dynamically import dependencies."""
diff --git a/lib/crewai/tests/knowledge/test_knowledge.py b/lib/crewai/tests/knowledge/test_knowledge.py
index b0f35c4d9..d42de4719 100644
--- a/lib/crewai/tests/knowledge/test_knowledge.py
+++ b/lib/crewai/tests/knowledge/test_knowledge.py
@@ -603,6 +603,70 @@ def test_file_path_validation():
         PDFKnowledgeSource()
 
 
+def test_path_traversal_blocked_in_base_file_knowledge_source(tmpdir):
+    """Test that path traversal sequences are blocked in BaseFileKnowledgeSource.convert_to_path()."""
+    traversal_paths = [
+        "../../../etc/passwd",
+        "../../secret_file.txt",
+        "subdir/../../.env",
+        "../outside.txt",
+    ]
+    for malicious_path in traversal_paths:
+        with pytest.raises(ValueError, match="outside the allowed knowledge directory"):
+            TextFileKnowledgeSource(file_paths=[malicious_path])
+
+
+def test_path_traversal_blocked_in_excel_knowledge_source():
+    """Test that path traversal sequences are blocked in ExcelKnowledgeSource.convert_to_path()."""
+    traversal_paths = [
+        "../../../etc/passwd",
+        "../../secret_file.xlsx",
+        "subdir/../../.env",
+    ]
+    for malicious_path in traversal_paths:
+        with pytest.raises(ValueError, match="outside the allowed knowledge directory"):
+            ExcelKnowledgeSource(file_paths=[malicious_path])
+
+
+def test_path_traversal_blocked_in_crew_docling_source():
+    """Test that path traversal sequences are blocked in CrewDoclingSource.validate_content()."""
+    pytest.importorskip("docling")
+
+    traversal_paths = [
+        "../../../etc/passwd",
+        "../../secret_file.pdf",
+        "subdir/../../.env",
+    ]
+    for malicious_path in traversal_paths:
+        with pytest.raises(ValueError, match="outside the allowed knowledge directory"):
+            CrewDoclingSource(file_paths=[malicious_path])
+
+
+def test_valid_paths_still_work_in_convert_to_path(tmpdir):
+    """Test that valid paths within the knowledge directory are accepted."""
+    import os
+
+    knowledge_dir = Path("knowledge")
+    knowledge_dir.mkdir(exist_ok=True)
+    test_file = knowledge_dir / "test_valid.txt"
+    test_file.write_text("test content")
+
+    try:
+        source = TextFileKnowledgeSource(file_paths=[test_file])
+        assert len(source.safe_file_paths) == 1
+    finally:
+        test_file.unlink(missing_ok=True)
+
+
+def test_path_object_bypasses_traversal_check(tmpdir):
+    """Test that Path objects (not strings) bypass the traversal check since they are explicit."""
+    file_path = Path(tmpdir.join("test.txt"))
+    file_path.write_text("test content")
+
+    source = TextFileKnowledgeSource(file_paths=[file_path])
+    assert source.safe_file_paths == [file_path]
+
+
 def test_hash_based_id_generation_without_doc_id(mock_vector_db):
     """Test that documents without doc_id generate hash-based IDs. Duplicates are deduplicated before upsert."""
     import hashlib