.claude/settings.local.json

@@ -3,7 +3,8 @@
     "allow": [
       "Bash(mkdir:*)",
       "Bash(uv run:*)",
-      "Bash(uv add:*)"
+      "Bash(uv add:*)",
+      "Bash(uv sync:*)"
     ],
     "deny": [],
     "ask": [],

src/embeddingbuddy/app.py

@@ -9,14 +9,13 @@ from .ui.callbacks.interactions import InteractionCallbacks
 
 def create_app():
     import os
+
     # Get the project root directory (two levels up from this file)
     project_root = os.path.dirname(os.path.dirname(os.path.dirname(__file__)))
-    assets_path = os.path.join(project_root, 'assets')
-    
+    assets_path = os.path.join(project_root, "assets")
+
     app = dash.Dash(
-        __name__, 
-        external_stylesheets=[dbc.themes.BOOTSTRAP],
-        assets_folder=assets_path
+        __name__, external_stylesheets=[dbc.themes.BOOTSTRAP], assets_folder=assets_path
     )
 
     # Allow callbacks to components that are dynamically created in tabs

src/embeddingbuddy/ui/callbacks/data_processing.py

@@ -558,17 +558,17 @@ class DataProcessingCallbacks:
         )
         def handle_text_input_actions(clear_clicks, load_clicks):
             from dash import ctx
-            
+
             if not ctx.triggered:
                 return no_update
-                
-            button_id = ctx.triggered[0]['prop_id'].split('.')[0]
-            
+
+            button_id = ctx.triggered[0]["prop_id"].split(".")[0]
+
             if button_id == "clear-text-btn" and clear_clicks:
                 return ""
             elif button_id == "load-sample-btn" and load_clicks:
                 return self._load_sample_text()
-            
+
             return no_update
 
         # Model info callback
@@ -648,15 +648,19 @@ class DataProcessingCallbacks:
     def _load_sample_text(self):
         """Load sample text from assets/sample-txt.md file."""
         import os
-        
+
         try:
             # Get the project root directory (four levels up from this file)
             current_file = os.path.abspath(__file__)
-            project_root = os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(current_file)))))
-            sample_file_path = os.path.join(project_root, 'assets', 'sample-txt.md')
-            
+            project_root = os.path.dirname(
+                os.path.dirname(
+                    os.path.dirname(os.path.dirname(os.path.dirname(current_file)))
+                )
+            )
+            sample_file_path = os.path.join(project_root, "assets", "sample-txt.md")
+
             if os.path.exists(sample_file_path):
-                with open(sample_file_path, 'r', encoding='utf-8') as file:
+                with open(sample_file_path, "r", encoding="utf-8") as file:
                     return file.read()
             else:
                 # Fallback sample text if file doesn't exist
@@ -677,8 +681,8 @@ She finely chopped the garlic and sautéed it in two tablespoons of olive oil.
 A pinch of saffron adds a beautiful color and aroma to traditional paella.
 If the soup is too salty, add a peeled potato to absorb excess sodium.
 Let the bread dough rise for at least an hour in a warm, draft-free spot."""
-                
-        except Exception as e:
+
+        except Exception:
             # Return a simple fallback if there's any error
             return "This is sample text for testing embedding generation. You can replace this with your own text."
 

src/embeddingbuddy/ui/layout.py

@@ -27,7 +27,7 @@ class AppLayout:
                             window.transformersPipeline = pipeline;
                             console.log('✅ Transformers.js pipeline loaded globally');
                             """,
-                            type="module"
+                            type="module",
                         ),
                     ],
                     width=12,

tests/test_client_embeddings.py

@@ -1,6 +1,5 @@
 """Tests for client-side embedding processing functionality."""
 
-import pytest
 import numpy as np
 
 from src.embeddingbuddy.data.processor import DataProcessor
@@ -23,33 +22,30 @@ class TestClientEmbeddingsProcessing:
                     "text": "First test document",
                     "category": "Text Input",
                     "subcategory": "Generated",
-                    "tags": []
+                    "tags": [],
                 },
                 {
-                    "id": "text_input_1", 
+                    "id": "text_input_1",
                     "text": "Second test document",
                     "category": "Text Input",
                     "subcategory": "Generated",
-                    "tags": []
-                }
+                    "tags": [],
+                },
             ],
-            "embeddings": [
-                [0.1, 0.2, 0.3, 0.4],
-                [0.5, 0.6, 0.7, 0.8]
-            ]
+            "embeddings": [[0.1, 0.2, 0.3, 0.4], [0.5, 0.6, 0.7, 0.8]],
         }
-        
+
         result = self.processor.process_client_embeddings(client_data)
-        
+
         assert isinstance(result, ProcessedData)
         assert result.error is None
         assert len(result.documents) == 2
         assert result.embeddings.shape == (2, 4)
-        
+
         # Check document content
         assert result.documents[0].text == "First test document"
         assert result.documents[1].text == "Second test document"
-        
+
         # Check embeddings match
         np.testing.assert_array_equal(result.embeddings[0], [0.1, 0.2, 0.3, 0.4])
         np.testing.assert_array_equal(result.embeddings[1], [0.5, 0.6, 0.7, 0.8])
@@ -57,9 +53,9 @@ class TestClientEmbeddingsProcessing:
     def test_process_client_embeddings_with_error(self):
         """Test processing client data with error."""
         client_data = {"error": "Transformers.js not loaded"}
-        
+
         result = self.processor.process_client_embeddings(client_data)
-        
+
         assert isinstance(result, ProcessedData)
         assert result.error == "Transformers.js not loaded"
         assert len(result.documents) == 0
@@ -68,9 +64,9 @@ class TestClientEmbeddingsProcessing:
     def test_process_client_embeddings_missing_data(self):
         """Test processing with missing documents or embeddings."""
         client_data = {"documents": []}
-        
+
         result = self.processor.process_client_embeddings(client_data)
-        
+
         assert isinstance(result, ProcessedData)
         assert "No documents or embeddings in client data" in result.error
         assert len(result.documents) == 0
@@ -79,16 +75,19 @@ class TestClientEmbeddingsProcessing:
         """Test processing with mismatched document and embedding counts."""
         client_data = {
             "documents": [
-                {"id": "test", "text": "Test document", "category": "Test", "subcategory": "Test", "tags": []}
+                {
+                    "id": "test",
+                    "text": "Test document",
+                    "category": "Test",
+                    "subcategory": "Test",
+                    "tags": [],
+                }
             ],
-            "embeddings": [
-                [0.1, 0.2, 0.3, 0.4],
-                [0.5, 0.6, 0.7, 0.8]
-            ]
+            "embeddings": [[0.1, 0.2, 0.3, 0.4], [0.5, 0.6, 0.7, 0.8]],
         }
-        
+
         result = self.processor.process_client_embeddings(client_data)
-        
+
         assert isinstance(result, ProcessedData)
         assert "Mismatch between number of documents and embeddings" in result.error
         assert len(result.documents) == 0
@@ -98,16 +97,19 @@ class TestClientEmbeddingsProcessing:
         client_data = {
             "documents": [
                 {"text": ""},  # Empty text should be skipped
-                {"id": "test2", "text": "Valid document", "category": "Test", "subcategory": "Test", "tags": []}
+                {
+                    "id": "test2",
+                    "text": "Valid document",
+                    "category": "Test",
+                    "subcategory": "Test",
+                    "tags": [],
+                },
             ],
-            "embeddings": [
-                [0.1, 0.2, 0.3, 0.4],
-                [0.5, 0.6, 0.7, 0.8]
-            ]
+            "embeddings": [[0.1, 0.2, 0.3, 0.4], [0.5, 0.6, 0.7, 0.8]],
         }
-        
+
         result = self.processor.process_client_embeddings(client_data)
-        
+
         assert isinstance(result, ProcessedData)
         assert result.error is None
         assert len(result.documents) == 1  # Only valid document should be processed
@@ -117,15 +119,18 @@ class TestClientEmbeddingsProcessing:
         """Test automatic ID generation for documents without IDs."""
         client_data = {
             "documents": [
-                {"text": "Document without ID", "category": "Test", "subcategory": "Test", "tags": []}
+                {
+                    "text": "Document without ID",
+                    "category": "Test",
+                    "subcategory": "Test",
+                    "tags": [],
+                }
             ],
-            "embeddings": [
-                [0.1, 0.2, 0.3, 0.4]
-            ]
+            "embeddings": [[0.1, 0.2, 0.3, 0.4]],
         }
-        
+
         result = self.processor.process_client_embeddings(client_data)
-        
+
         assert isinstance(result, ProcessedData)
         assert result.error is None
         assert len(result.documents) == 1
@@ -135,13 +140,19 @@ class TestClientEmbeddingsProcessing:
         """Test processing with invalid embedding format."""
         client_data = {
             "documents": [
-                {"id": "test", "text": "Test document", "category": "Test", "subcategory": "Test", "tags": []}
+                {
+                    "id": "test",
+                    "text": "Test document",
+                    "category": "Test",
+                    "subcategory": "Test",
+                    "tags": [],
+                }
             ],
-            "embeddings": 0.5  # Scalar instead of array
+            "embeddings": 0.5,  # Scalar instead of array
         }
-        
+
         result = self.processor.process_client_embeddings(client_data)
-        
+
         assert isinstance(result, ProcessedData)
         assert result.error is not None  # Should have some error
-        assert len(result.documents) == 0
+        assert len(result.documents) == 0