The Qdrant _TableShim returned updated_at as ISO strings (not datetime
objects), causing str.replace(tzinfo=...) to fail with
"str.replace() takes no keyword arguments". Parse strings via
datetime.fromisoformat() before timezone handling.
Also add missing delete(where) and update(where=, values=) methods to
_TableShim so the LanceDB-compatible shim works with Qdrant's payload
collection, plus a _parse_where() helper to convert where clauses to
Qdrant Filters.
On non-darwin platforms, the wrapper now attempts to spawn the daemon
via 'iai-mcp daemon start' (which uses systemctl --user start) when
the daemon socket is unreachable. This allows the daemon to wake from
hibernation automatically instead of only writing wake.signal as a
passive marker.
If spawn fails (binary not found, systemd unavailable), falls back to
writing wake.signal for future daemon boots.
- Fix build_runtime_graph to use backend-agnostic records_as_dataframe()
and edges_as_dataframe() instead of LanceDB-specific open_table()
- Fix CLI topology command: JSON-RPC envelope + result extraction
- Fix community.py KeyError when graph has nodes but no edges
- Update doctor check (i) to report Qdrant collection counts when
Qdrant is active, LanceDB versions when LanceDB is active
- Fix HIBERNATION startup exit: dispatch REQUEST_ARRIVED on boot
- Fix systemd unit: StartLimit* keys in [Unit] section
- Broaden capture.py exception handler for deferred capture failures
- Add records_as_dataframe() and edges_as_dataframe() to MemoryStore
- doctor: skip LanceDB check when qdrant_storage/ dir detected
- topology: use daemon socket instead of local store (avoids lancedb crash)
- qdrant_store: add records_as_dataframe() + wire into _TableShim
so build_runtime_graph() works with Qdrant (was returning empty)
Move Quick start above Usage/How it works for faster onboarding.
Move About the name to end. Add license, platform, and benchmark
badges. Add table of contents for navigation.
Co-Authored-By: Claude <noreply@anthropic.com>
Co-Authored-By: XNLLLLH <XNLLLLH@users.noreply.github.com>
