first commit

memory/__init__.py

@@ -0,0 +1,25 @@
+"""
+Aetheel Memory System
+=====================
+Hybrid search memory with SQLite + markdown + local embeddings.
+
+Inspired by OpenClaw's memory architecture (src/memory/):
+  • Identity files: SOUL.md, USER.md, MEMORY.md
+  • SQLite storage: chunks, FTS5, vector similarity
+  • Hybrid search: vector (0.7) + BM25 keyword (0.3)
+  • Local embeddings: fastembed ONNX (384-dim, zero API calls)
+  • File watching: auto re-index on workspace changes
+  • Session logs: daily/ conversation transcripts
+
+Usage:
+    from memory import MemoryManager
+
+    manager = MemoryManager(workspace_dir="~/.aetheel/workspace")
+    await manager.sync()
+    results = await manager.search("what are my preferences?")
+"""
+
+from memory.manager import MemoryManager
+from memory.types import MemorySearchResult, MemorySource
+
+__all__ = ["MemoryManager", "MemorySearchResult", "MemorySource"]