first commit

backend/app/memory/__init__.py

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+from .manager import MemoryManager
+from .extractor import MemoryExtractor
+from .integrator import MemoryIntegrator
+
+
+__all__ = ["MemoryManager", "MemoryExtractor", "MemoryIntegrator"]

backend/app/memory/extractor.py

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+class MemoryExtractor:
+    def __init__(self, llm_client):
+        self.llm_client = llm_client
+
+    def extract_from_conversation(self, conversation):
+        pass

backend/app/memory/integrator.py

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+class MemoryIntegrator:
+    def integrate_memories(self, memories):
+        pass

backend/app/memory/manager.py

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+class MemoryManager:
+    def __init__(self, workspace_id):
+        self.workspace_id = workspace_id
+        self.memories = []
+
+    def add_memory(self, content, memory_type="short", tags=None):
+        pass
+
+    def retrieve_memories(self, query=None, memory_type=None):
+        pass
+
+    def compress_memories(self):
+        pass