Upload app.py

app.py

@@ -177,36 +177,36 @@ def load_data_and_setup_chroma():
                              parsed_metadatas.append(parsed if isinstance(parsed, dict) else {})
                          except:
                               parsed_metadatas.append({})
-                      metadatas_list = parsed_metadatas
-
-                 # --- Clean None values from metadata ---
-                 cleaned_metadatas = []
-                 for meta_dict in metadatas_list:
-                     cleaned_dict = {}
-                     if isinstance(meta_dict, dict):
-                         for key, value in meta_dict.items():
-                             # Replace None with empty string, keep other valid types
-                             if value is None:
-                                 cleaned_dict[key] = ""
-                             elif isinstance(value, (str, int, float, bool)):
-                                 cleaned_dict[key] = value
-                             else:
-                                 # Attempt to convert other types to string, or skip
-                                 try:
-                                     cleaned_dict[key] = str(value)
-                                     logging.warning(f"Converted unexpected metadata type ({type(value)}) to string for key '{key}'.")
-                                 except:
-                                     logging.warning(f"Skipping metadata key '{key}' with unconvertible type {type(value)}.")
-                     cleaned_metadatas.append(cleaned_dict)
-                 # -----------------------------------------
-
-                 collection.add(
-                     ids=batch_df['id'].tolist(),
-                     embeddings=batch_df['embedding'].tolist(),
-                     documents=batch_df['document'].tolist(),
-                     metadatas=cleaned_metadatas # Use cleaned list
-                 )
-             except Exception as e:
+                     metadatas_list = parsed_metadatas # This line has the wrong indentation
+
+                # --- Clean None values from metadata ---
+                cleaned_metadatas = []
+                for meta_dict in metadatas_list:
+                    cleaned_dict = {}
+                    if isinstance(meta_dict, dict):
+                        for key, value in meta_dict.items():
+                            # Replace None with empty string, keep other valid types
+                            if value is None:
+                                cleaned_dict[key] = ""
+                            elif isinstance(value, (str, int, float, bool)):
+                                cleaned_dict[key] = value
+                            else:
+                                # Attempt to convert other types to string, or skip
+                                try:
+                                    cleaned_dict[key] = str(value)
+                                    logging.warning(f"Converted unexpected metadata type ({type(value)}) to string for key '{key}'.")
+                                except:
+                                    logging.warning(f"Skipping metadata key '{key}' with unconvertible type {type(value)}.")
+                    cleaned_metadatas.append(cleaned_dict)
+                # -----------------------------------------
+
+                collection.add(
+                    ids=batch_df['id'].tolist(),
+                    embeddings=batch_df['embedding'].tolist(),
+                    documents=batch_df['document'].tolist(),
+                    metadatas=cleaned_metadatas # Use cleaned list
+                )
+            except Exception as e:
                 logging.error(f"Error adding batch {i+1}/{num_batches} to in-memory Chroma: {e}")
                 error_count += 1
             progress_bar.progress((i + 1) / num_batches, text=f"Loading embeddings... Batch {i+1}/{num_batches}")