Update refApp.py

refApp.py

@@ -4,6 +4,54 @@ import copy
 import json
 import requests
 import os
+# --- Hugging Face Hub integration ---
+try:
+    from huggingface_hub import HfApi, hf_hub_download
+    HF_HUB_AVAILABLE = True
+except ImportError:
+    HF_HUB_AVAILABLE = False
+
+HF_REPO_ID = "AIB-Research/bibliPrompt"
+HF_JSON_FILENAME = "prompt_templates_data_v3.json"
+HF_TOKEN = os.environ.get("HF_TOKEN", None)
+
+# --- Save to Hugging Face Space ---
+def save_to_hf_space(json_path, repo_id=HF_REPO_ID, token=HF_TOKEN):
+    if not HF_HUB_AVAILABLE:
+        st.warning("huggingface_hub n'est pas installé. Sauvegarde sur HF désactivée.")
+        return False
+    try:
+        api = HfApi()
+        api.upload_file(
+            path_or_fileobj=json_path,
+            path_in_repo=HF_JSON_FILENAME,
+            repo_id=repo_id,
+            repo_type="space",
+            token=token
+        )
+        st.toast("💾 Données sauvegardées sur Hugging Face Space!", icon="🤗")
+        return True
+    except Exception as e:
+        st.warning(f"Erreur lors de la sauvegarde sur Hugging Face: {e}")
+        return False
+
+# --- Load from Hugging Face Space ---
+def load_from_hf_space(repo_id=HF_REPO_ID, token=HF_TOKEN):
+    if not HF_HUB_AVAILABLE:
+        st.warning("huggingface_hub n'est pas installé. Chargement depuis HF désactivé.")
+        return None
+    try:
+        local_path = hf_hub_download(
+            repo_id=repo_id,
+            filename=HF_JSON_FILENAME,
+            repo_type="space",
+            token=token
+        )
+        with open(local_path, "r", encoding="utf-8") as f:
+            return f.read()
+    except Exception as e:
+        st.warning(f"Erreur lors du chargement depuis Hugging Face: {e}")
+        return None
 
 # --- PAGE CONFIGURATION (MUST BE THE FIRST STREAMLIT COMMAND) ---
 # Fixed deployment issue
@@ -340,39 +388,58 @@ def save_to_local_file(new_content_json_string):
         st.error(f"Erreur de sauvegarde du fichier local: {e}")
         return False
 
-def save_editable_prompts_to_local():
+# --- Unified save/load functions ---
+def save_editable_prompts_to_local_and_hf():
     if 'editable_prompts' in st.session_state:
         data_to_save = _preprocess_for_saving(st.session_state.editable_prompts)
         try:
             json_string = json.dumps(data_to_save, indent=4, ensure_ascii=False)
-            if save_to_local_file(json_string):
-                 st.toast("💾 Données sauvegardées localement!", icon="💾")
-            else: 
-                st.warning("Sauvegarde locale échouée.") 
+            local_ok = save_to_local_file(json_string)
+            hf_ok = False
+            # Save to HF Space if possible
+            with open(LOCAL_DATA_FILENAME, 'w', encoding='utf-8') as f:
+                f.write(json_string)
+            if HF_HUB_AVAILABLE:
+                hf_ok = save_to_hf_space(LOCAL_DATA_FILENAME)
+            if local_ok and hf_ok:
+                st.toast("💾 Données sauvegardées localement et sur Hugging Face!", icon="💾")
+            elif local_ok:
+                st.toast("💾 Données sauvegardées localement!", icon="💾")
+            elif hf_ok:
+                st.toast("💾 Données sauvegardées sur Hugging Face!", icon="🤗")
+            else:
+                st.warning("Sauvegarde échouée.")
         except Exception as e: # pragma: no cover
-            st.error(f"Erreur préparation données pour sauvegarde locale: {e}")
-
-def load_editable_prompts_from_local():
-    raw_content = get_local_file_content()
+            st.error(f"Erreur préparation données pour sauvegarde: {e}")
+
+def load_editable_prompts_from_local_or_hf():
+    # Try HF first, fallback to local
+    raw_content = None
+    if HF_HUB_AVAILABLE:
+        raw_content = load_from_hf_space()
+    if not raw_content:
+        raw_content = get_local_file_content()
     if raw_content: 
         try:
             loaded_data = json.loads(raw_content)
             if not loaded_data or not isinstance(loaded_data, dict): 
-                raise ValueError("Contenu fichier local vide ou mal structuré.")
+                raise ValueError("Contenu fichier vide ou mal structuré.")
             return _postprocess_after_loading(loaded_data)
         except (json.JSONDecodeError, TypeError, ValueError) as e: 
-            st.info(f"Erreur chargement fichier local ('{str(e)[:50]}...'). Initialisation avec modèles par défaut.")
+            st.info(f"Erreur chargement fichier ('{str(e)[:50]}...'). Initialisation avec modèles par défaut.")
     else: 
-        st.info("Fichier local vide ou inaccessible. Initialisation avec modèles par défaut.")
+        st.info("Fichier vide ou inaccessible. Initialisation avec modèles par défaut.")
     initial_data = copy.deepcopy(INITIAL_PROMPT_TEMPLATES)
     if raw_content is None or raw_content == "{}":
         data_to_save_init = _preprocess_for_saving(initial_data) 
         try:
             json_string_init = json.dumps(data_to_save_init, indent=4, ensure_ascii=False)
-            if save_to_local_file(json_string_init):
-                st.info("Modèles par défaut sauvegardés localement pour initialisation.")
+            save_to_local_file(json_string_init)
+            if HF_HUB_AVAILABLE:
+                save_to_hf_space(LOCAL_DATA_FILENAME)
+            st.info("Modèles par défaut sauvegardés pour initialisation.")
         except Exception as e: # pragma: no cover
-            st.error(f"Erreur sauvegarde initiale locale: {e}")
+            st.error(f"Erreur sauvegarde initiale: {e}")
     return initial_data
 
 # --- ACCESS CODE VERIFICATION ---
@@ -444,7 +511,7 @@ if not st.session_state.access_granted:
 
 # --- Session State Initialization ---
 if 'editable_prompts' not in st.session_state:
-    st.session_state.editable_prompts = load_editable_prompts_from_local()
+    st.session_state.editable_prompts = load_editable_prompts_from_local_or_hf()
 if 'view_mode' not in st.session_state:
     st.session_state.view_mode = "accueil" # Nouvelle vue par défaut
 
@@ -675,7 +742,7 @@ with tab_edition_generation:
                     st.error(f"Le métier '{new_family_name.strip()}' existe déjà.")
                 else:
                     st.session_state.editable_prompts[new_family_name.strip()] = {}
-                    save_editable_prompts_to_local()
+                    save_editable_prompts_to_local_and_hf()
                     st.success(f"Métier '{new_family_name.strip()}' créée.")
                     st.session_state.force_select_family_name = new_family_name.strip() 
                     st.session_state.use_case_selector_edition = None 
@@ -698,7 +765,7 @@ with tab_edition_generation:
                         st.error(f"Un métier nommé '{renamed_family_name}' existe déjà.")
                     else:
                         st.session_state.editable_prompts[renamed_family_name] = st.session_state.editable_prompts.pop(current_selected_family_for_edit_logic)
-                        save_editable_prompts_to_local()
+                        save_editable_prompts_to_local_and_hf()
                         st.success(f"Métier '{current_selected_family_for_edit_logic}' renommé en '{renamed_family_name}'.")
                         st.session_state.force_select_family_name = renamed_family_name 
                         if st.session_state.library_selected_family_for_display == current_selected_family_for_edit_logic:
@@ -717,7 +784,7 @@ with tab_edition_generation:
                 if st.button(_text_confirm_delete, type="primary", key=f"confirm_del_fam_sb_{current_selected_family_for_edit_logic}", use_container_width=True):
                     deleted_fam_name = current_selected_family_for_edit_logic 
                     del st.session_state.editable_prompts[current_selected_family_for_edit_logic]
-                    save_editable_prompts_to_local()
+                    save_editable_prompts_to_local_and_hf()
                     st.success(f"Métier '{deleted_fam_name}' supprimée.")
                     st.session_state.confirming_delete_family_name = None
                     st.session_state.family_selector_edition = None 
@@ -786,7 +853,7 @@ with tab_edition_generation:
                                 "variables": [], "tags": [],
                                 "usage_count": 0, "created_at": now_iso_create, "updated_at": now_iso_update
                             }
-                            save_editable_prompts_to_local()
+                            save_editable_prompts_to_local_and_hf()
                             st.success(f"Cas d'usage '{uc_name_val}' créé avec succès dans '{parent_family_val}'.")
                             st.session_state.show_create_new_use_case_form = False 
                             st.session_state.force_select_family_name = parent_family_val
@@ -1078,7 +1145,7 @@ elif st.session_state.view_mode == "library":
                             st.session_state.editable_prompts[target_family_on_submit][new_uc_name_val_from_form]["created_at"] = now_iso_dup_create
                             st.session_state.editable_prompts[target_family_on_submit][new_uc_name_val_from_form]["updated_at"] = now_iso_dup_update
                             st.session_state.editable_prompts[target_family_on_submit][new_uc_name_val_from_form]["usage_count"] = 0
-                            save_editable_prompts_to_local()
+                            save_editable_prompts_to_local_and_hf()
                             st.success(f"Cas d'usage '{original_uc_name_for_dup}' dupliqué en '{new_uc_name_val_from_form}' dans la famille '{target_family_on_submit}'.")
                             
                             st.session_state.duplicating_use_case_details = None
@@ -1105,7 +1172,7 @@ elif st.session_state.view_mode == "library":
                     deleted_uc_name_for_msg = details['use_case']
                     deleted_uc_fam_for_msg = details['family']
                     del st.session_state.editable_prompts[details["family"]][details["use_case"]]
-                    save_editable_prompts_to_local()
+                    save_editable_prompts_to_local_and_hf()
                     st.success(f"'{deleted_uc_name_for_msg}' supprimé de '{deleted_uc_fam_for_msg}'.")
                     st.session_state.confirming_delete_details = None
                     st.rerun()
@@ -1258,7 +1325,7 @@ elif st.session_state.view_mode == "edit":
                     st.balloons()
                     current_prompt_config["usage_count"] = current_prompt_config.get("usage_count", 0) + 1
                     current_prompt_config["updated_at"] = datetime.now().isoformat()
-                    save_editable_prompts_to_local()
+                    save_editable_prompts_to_local_and_hf()
 
                 except Exception as e: # Garder un catch-all pour les erreurs imprévues
                     st.error(f"Erreur inattendue lors de la génération du prompt : {e}") # pragma: no cover
@@ -1308,7 +1375,7 @@ elif st.session_state.view_mode == "edit":
                     current_prompt_config['template'] = new_tpl
                     current_prompt_config['description'] = new_desc
                     current_prompt_config["updated_at"] = datetime.now().isoformat()
-                    save_editable_prompts_to_local()
+                    save_editable_prompts_to_local_and_hf()
                     st.success("Template et Description sauvegardés!"); 
                     st.rerun()
                 st.markdown("---"); st.subheader("Variables du Prompt"); current_variables_list = current_prompt_config.get('variables', [])
@@ -1320,14 +1387,14 @@ elif st.session_state.view_mode == "edit":
                     with col_info: st.markdown(f"**{idx + 1}. {var_data.get('name', 'N/A')}** ({var_data.get('label', 'N/A')})\n*Type: `{var_data.get('type', 'N/A')}`*")
                     with col_up:
                         disable_up_button = (idx == 0)
-                        if st.button("↑", key=f"{action_key_prefix}_up", help="Monter cette variable", disabled=disable_up_button, use_container_width=True): current_variables_list[idx], current_variables_list[idx-1] = current_variables_list[idx-1], current_variables_list[idx]; current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local(); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
+                        if st.button("↑", key=f"{action_key_prefix}_up", help="Monter cette variable", disabled=disable_up_button, use_container_width=True): current_variables_list[idx], current_variables_list[idx-1] = current_variables_list[idx-1], current_variables_list[idx]; current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local_and_hf(); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
                     with col_down:
                         disable_down_button = (idx == len(current_variables_list) - 1)
-                        if st.button("↓", key=f"{action_key_prefix}_down", help="Descendre cette variable", disabled=disable_down_button, use_container_width=True): current_variables_list[idx], current_variables_list[idx+1] = current_variables_list[idx+1], current_variables_list[idx]; current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local(); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
+                        if st.button("↓", key=f"{action_key_prefix}_down", help="Descendre cette variable", disabled=disable_down_button, use_container_width=True): current_variables_list[idx], current_variables_list[idx+1] = current_variables_list[idx+1], current_variables_list[idx]; current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local_and_hf(); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
                     with col_edit:
                         if st.button("Modifier", key=f"{action_key_prefix}_edit", use_container_width=True): st.session_state.editing_variable_info = { "family": final_selected_family_edition, "use_case": final_selected_use_case_edition, "index": idx, "data": copy.deepcopy(var_data) }; st.session_state.variable_type_to_create = var_data.get('type'); st.rerun()
                     with col_delete:
-                        if st.button("Suppr.", key=f"{action_key_prefix}_delete", type="secondary", use_container_width=True): variable_name_to_delete = current_variables_list.pop(idx).get('name', 'Variable inconnue'); current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local(); st.success(f"Variable '{variable_name_to_delete}' supprimée."); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
+                        if st.button("Suppr.", key=f"{action_key_prefix}_delete", type="secondary", use_container_width=True): variable_name_to_delete = current_variables_list.pop(idx).get('name', 'Variable inconnue'); current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local_and_hf(); st.success(f"Variable '{variable_name_to_delete}' supprimée."); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
                 st.markdown("---"); st.subheader("Ajouter une Variable"); is_editing_var = False; variable_data_for_form = {"name": "", "label": "", "type": "", "options": "", "default": ""} 
                 if st.session_state.editing_variable_info and st.session_state.editing_variable_info.get("family") == final_selected_family_edition and st.session_state.editing_variable_info.get("use_case") == final_selected_use_case_edition:
                     edit_var_idx = st.session_state.editing_variable_info["index"]
@@ -1430,7 +1497,7 @@ elif st.session_state.view_mode == "edit":
                                     if var_name_val_submit in existing_var_names_in_uc: st.error(f"Une variable avec le nom technique '{var_name_val_submit}' existe déjà pour ce cas d'usage."); can_proceed_with_save = False 
                                     else: target_vars_list.append(new_var_data_to_submit); st.success(f"Variable '{var_name_val_submit}' ajoutée avec succès.")
                                 if can_proceed_with_save:
-                                    current_prompt_config["variables"] = target_vars_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local()
+                                    current_prompt_config["variables"] = target_vars_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local_and_hf()
                                     if not is_editing_var: st.session_state.variable_type_to_create = None
                                     st.rerun()
                     
@@ -1444,7 +1511,7 @@ elif st.session_state.view_mode == "edit":
                         st.rerun()
                 st.markdown("---"); st.subheader("🏷️ Tags"); current_tags_str = ", ".join(current_prompt_config.get("tags", []))
                 new_tags_str_input = st.text_input("Tags (séparés par des virgules):", value=current_tags_str, key=f"tags_input_{final_selected_family_edition}_{final_selected_use_case_edition}")
-                if st.button("Sauvegarder Tags", key=f"save_tags_btn_{final_selected_family_edition}_{final_selected_use_case_edition}"): current_prompt_config["tags"] = sorted(list(set(t.strip() for t in new_tags_str_input.split(',') if t.strip()))); current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local(); st.success("Tags sauvegardés!"); st.rerun()
+                if st.button("Sauvegarder Tags", key=f"save_tags_btn_{final_selected_family_edition}_{final_selected_use_case_edition}"): current_prompt_config["tags"] = sorted(list(set(t.strip() for t in new_tags_str_input.split(',') if t.strip()))); current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local_and_hf(); st.success("Tags sauvegardés!"); st.rerun()
 
                 st.markdown("---")
                 st.subheader("Actions sur le Cas d'Usage")
@@ -1501,7 +1568,7 @@ elif st.session_state.view_mode == "edit":
                                 st.session_state.editable_prompts[target_family_on_submit][new_uc_name_val_from_form]["created_at"] = now_iso_dup_create
                                 st.session_state.editable_prompts[target_family_on_submit][new_uc_name_val_from_form]["updated_at"] = now_iso_dup_update
                                 st.session_state.editable_prompts[target_family_on_submit][new_uc_name_val_from_form]["usage_count"] = 0
-                                save_editable_prompts_to_local()
+                                save_editable_prompts_to_local_and_hf()
                                 st.success(f"Cas d'usage '{original_uc_name_for_dup_form}' dupliqué en '{new_uc_name_val_from_form}' dans la famille '{target_family_on_submit}'.")
 
                                 st.session_state.duplicating_use_case_details = None
@@ -1696,7 +1763,7 @@ elif st.session_state.view_mode == "generator":
                     st.balloons()
                     current_prompt_config["usage_count"] = current_prompt_config.get("usage_count", 0) + 1
                     current_prompt_config["updated_at"] = datetime.now().isoformat()
-                    save_editable_prompts_to_local()
+                    save_editable_prompts_to_local_and_hf()
                     
                 except Exception as e:
                     st.error(f"Erreur inattendue lors de la génération du prompt : {e}")
@@ -1749,7 +1816,7 @@ elif st.session_state.view_mode == "generator":
                     current_prompt_config['template'] = new_tpl
                     current_prompt_config['description'] = new_desc
                     current_prompt_config["updated_at"] = datetime.now().isoformat()
-                    save_editable_prompts_to_local()
+                    save_editable_prompts_to_local_and_hf()
                     st.success("Template et Description sauvegardés!"); 
                     st.rerun()
                 st.markdown("---"); st.subheader("Variables du Prompt"); current_variables_list = current_prompt_config.get('variables', [])
@@ -1761,14 +1828,14 @@ elif st.session_state.view_mode == "generator":
                     with col_info: st.markdown(f"**{idx + 1}. {var_data.get('name', 'N/A')}** ({var_data.get('label', 'N/A')})\n*Type: `{var_data.get('type', 'N/A')}`*")
                     with col_up:
                         disable_up_button = (idx == 0)
-                        if st.button("↑", key=f"{action_key_prefix}_up", help="Monter cette variable", disabled=disable_up_button, use_container_width=True): current_variables_list[idx], current_variables_list[idx-1] = current_variables_list[idx-1], current_variables_list[idx]; current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local(); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
+                        if st.button("↑", key=f"{action_key_prefix}_up", help="Monter cette variable", disabled=disable_up_button, use_container_width=True): current_variables_list[idx], current_variables_list[idx-1] = current_variables_list[idx-1], current_variables_list[idx]; current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local_and_hf(); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
                     with col_down:
                         disable_down_button = (idx == len(current_variables_list) - 1)
-                        if st.button("↓", key=f"{action_key_prefix}_down", help="Descendre cette variable", disabled=disable_down_button, use_container_width=True): current_variables_list[idx], current_variables_list[idx+1] = current_variables_list[idx+1], current_variables_list[idx]; current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local(); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
+                        if st.button("↓", key=f"{action_key_prefix}_down", help="Descendre cette variable", disabled=disable_down_button, use_container_width=True): current_variables_list[idx], current_variables_list[idx+1] = current_variables_list[idx+1], current_variables_list[idx]; current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local_and_hf(); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
                     with col_edit:
                         if st.button("Modifier", key=f"{action_key_prefix}_edit", use_container_width=True): st.session_state.editing_variable_info = { "family": generator_family, "use_case": generator_use_case, "index": idx, "data": copy.deepcopy(var_data) }; st.session_state.variable_type_to_create = var_data.get('type'); st.rerun()
                     with col_delete:
-                        if st.button("Suppr.", key=f"{action_key_prefix}_delete", type="secondary", use_container_width=True): variable_name_to_delete = current_variables_list.pop(idx).get('name', 'Variable inconnue'); current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local(); st.success(f"Variable '{variable_name_to_delete}' supprimée."); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
+                        if st.button("Suppr.", key=f"{action_key_prefix}_delete", type="secondary", use_container_width=True): variable_name_to_delete = current_variables_list.pop(idx).get('name', 'Variable inconnue'); current_prompt_config["variables"] = current_variables_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local_and_hf(); st.success(f"Variable '{variable_name_to_delete}' supprimée."); st.session_state.editing_variable_info = None; st.session_state.variable_type_to_create = None; st.rerun()
                 st.markdown("---"); st.subheader("Ajouter une Variable"); is_editing_var = False; variable_data_for_form = {"name": "", "label": "", "type": "", "options": "", "default": ""} 
                 if st.session_state.editing_variable_info and st.session_state.editing_variable_info.get("family") == generator_family and st.session_state.editing_variable_info.get("use_case") == generator_use_case:
                     edit_var_idx = st.session_state.editing_variable_info["index"]
@@ -1871,7 +1938,7 @@ elif st.session_state.view_mode == "generator":
                                     if var_name_val_submit in existing_var_names_in_uc: st.error(f"Une variable avec le nom technique '{var_name_val_submit}' existe déjà pour ce cas d'usage."); can_proceed_with_save = False 
                                     else: target_vars_list.append(new_var_data_to_submit); st.success(f"Variable '{var_name_val_submit}' ajoutée avec succès.")
                                 if can_proceed_with_save:
-                                    current_prompt_config["variables"] = target_vars_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local()
+                                    current_prompt_config["variables"] = target_vars_list; current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local_and_hf()
                                     if not is_editing_var: st.session_state.variable_type_to_create = None
                                     st.rerun()
                     
@@ -1885,7 +1952,7 @@ elif st.session_state.view_mode == "generator":
                         st.rerun()
                 st.markdown("---"); st.subheader("🏷️ Tags"); current_tags_str = ", ".join(current_prompt_config.get("tags", []))
                 new_tags_str_input = st.text_input("Tags (séparés par des virgules):", value=current_tags_str, key=f"tags_input_{generator_family}_{generator_use_case}")
-                if st.button("Sauvegarder Tags", key=f"save_tags_btn_{generator_family}_{generator_use_case}"): current_prompt_config["tags"] = sorted(list(set(t.strip() for t in new_tags_str_input.split(',') if t.strip()))); current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local(); st.success("Tags sauvegardés!"); st.rerun()
+                if st.button("Sauvegarder Tags", key=f"save_tags_btn_{generator_family}_{generator_use_case}"): current_prompt_config["tags"] = sorted(list(set(t.strip() for t in new_tags_str_input.split(',') if t.strip()))); current_prompt_config["updated_at"] = datetime.now().isoformat(); save_editable_prompts_to_local_and_hf(); st.success("Tags sauvegardés!"); st.rerun()
 
                 st.markdown("---")
                 st.subheader("Actions sur le Cas d'Usage")
@@ -1942,7 +2009,7 @@ elif st.session_state.view_mode == "generator":
                                 st.session_state.editable_prompts[target_family_on_submit][new_uc_name_val_from_form]["created_at"] = now_iso_dup_create
                                 st.session_state.editable_prompts[target_family_on_submit][new_uc_name_val_from_form]["updated_at"] = now_iso_dup_update
                                 st.session_state.editable_prompts[target_family_on_submit][new_uc_name_val_from_form]["usage_count"] = 0
-                                save_editable_prompts_to_local()
+                                save_editable_prompts_to_local_and_hf()
                                 st.success(f"Cas d'usage '{original_uc_name_for_dup_form}' dupliqué en '{new_uc_name_val_from_form}' dans la famille '{target_family_on_submit}'.")
 
                                 st.session_state.duplicating_use_case_details = None
@@ -2053,7 +2120,7 @@ elif st.session_state.view_mode == "inject_manual":
                                     if first_new_uc_name is None: 
                                         first_new_uc_name = uc_name_stripped
                                 if successful_injections:
-                                    save_editable_prompts_to_local()
+                                    save_editable_prompts_to_local_and_hf()
                                     st.success(f"{len(successful_injections)} cas d'usage injectés avec succès dans '{target_family_name}': {', '.join(successful_injections)}")
                                     st.session_state.injection_json_text = "" 
                                     if first_new_uc_name: