feat(memory): add provider interface (#72)

src/app_initializer.py

@@ -9,6 +9,7 @@ from src.constants import (
     SESSIONS_FILE, DEFAULT_HOST, OPENAI_API_KEY
 )
 from src.memory import MemoryManager
+from src.memory_provider import MemoryProviderRegistry, NativeMemoryProvider
 from services.memory.skills import SkillsManager
 from core.session_manager import SessionManager
 from core.models import set_session_manager
@@ -73,6 +74,10 @@ def initialize_managers(base_dir: str, rag_manager=None) -> Dict[str, Any]:
         logger.warning(f"MemoryVectorStore DEGRADED: {e}")
         memory_vector = None
 
+    memory_provider_registry = MemoryProviderRegistry([
+        NativeMemoryProvider(memory_manager, memory_vector),
+    ])
+
     # Initialize processors
     chat_processor = ChatProcessor(memory_manager, personal_docs_manager, memory_vector=memory_vector, skills_manager=skills_manager)
     research_handler = ResearchHandler()
@@ -99,6 +104,7 @@ def initialize_managers(base_dir: str, rag_manager=None) -> Dict[str, Any]:
     return {
         "memory_manager": memory_manager,
         "memory_vector": memory_vector,
+        "memory_provider_registry": memory_provider_registry,
         "skills_manager": skills_manager,
         "session_manager": session_manager,
         "upload_handler": upload_handler,