feat(memory): add SQLite FTS5 search index and memory_search tool (#616) - #632
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cagdasyurekli wants to merge 1 commit into
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feat(memory): add SQLite FTS5 search index and memory_search tool (#616)#632cagdasyurekli wants to merge 1 commit into
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Closes #616
Summary
This PR implements full-text search indexing for
SQLiteMemoryStoreusing SQLite's built-in FTS5 extension:memories_ftswith external content table semantics (content=memories, content_rowid=id).memories_ftsautomatically synchronized withmemoriesvia SQLite AFTER INSERT, AFTER DELETE, and AFTER UPDATE triggers.search()method toMemoryStoreand implements it inSQLiteMemoryStorewith tokenized prefix matching, rank ordering, and scope/workspace filtering (matching global memories and current workspace memories).LIKEmatching if SQLite lacks FTS5 or encounters operational errors.memory_search(query: str, limit: int = 5)tool throughmemory_tools()to allow agents to search relevant facts on demand.tests/test_memory.py.Verification
pytest tests/test_memory.py tests/test_projects.py(64/64 passed).