"""
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"]