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feat: Hermes memory provider integration#3

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ZK-Snarky wants to merge 4 commits into
MemPalace:mainfrom
ZK-Snarky:feat/hermes-integration
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feat: Hermes memory provider integration#3
ZK-Snarky wants to merge 4 commits into
MemPalace:mainfrom
ZK-Snarky:feat/hermes-integration

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@ZK-Snarky

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Adds a native MemPalace memory provider for Hermes,
the open-source AI agent framework.

What this adds:

  • integrations/hermes/ — drop-in memory provider plugin implementing Hermes'
    MemoryProvider ABC
  • mempalace hermes install — one-command installer that copies the plugin,
    updates Hermes config, and optionally backfills existing session history
  • integrations/hermes/README.md — installation and usage guide

How it works:

Every conversation turn is filed into the palace automatically (wing-classified,
semantic-search ready). The AAAK wake-up injects your identity + critical facts
at session start. 8 palace tools are exposed to the agent.

Zero PII in defaults. Wing config and identity come from the user's
~/.mempalace/ files (set up via mempalace init). The plugin ships with no
hardcoded personal information.

Tested on: Hermes v0.7.0+, MemPalace 3.0.0, Python 3.9+

@bensig

bensig commented Apr 7, 2026

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Thanks for this — the Hermes integration looks solid. CI is failing on lint though, 3 issues in integrations/hermes/__init__.py:

  1. Unused import time (line 22)
  2. Unused import typing.Any (line 25)
  3. Ambiguous variable name l (line 414) — just rename to line or similar

A quick ruff check --fix . should handle the first two, and the third is a one-character rename. Appreciate it!

@ZK-Snarky

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Corrected and updated 🫡

@bensig

bensig commented Apr 7, 2026

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This has been open a while and conflicts with main. The Hermes integration space has also evolved. If you'd like to continue, a rebase + update to match the current codebase would be needed.

igorls added a commit that referenced this pull request Apr 13, 2026
Addresses the actual spec defects flagged in #743 review, ignoring
operator-UX asks that are not plugin-contract concerns.

- Goal #3: 'without data loss' → mirrors §8.2's capability-conditional
  lossless-vs-reembed framing. No more overpromise.
- §1.5: `server_embedder` is no longer an implicit escape hatch from
  identity/dimension rules. Such backends MUST expose an effective
  identity via `effective_embedder_identity()` and are bound by the
  same three-state check.
- §7.3: adds `maintenance_kinds: ClassVar[frozenset[str]]` advertisement
  mechanism. `run_maintenance(kind)` must raise
  UnsupportedMaintenanceKindError for unadvertised kinds. Benchmark
  harness reads this set rather than guessing kind names. Reserves
  `analyze`/`compact`/`reindex` as well-defined names.
- §1.2: adds `update()` as optional method with a default get+merge+
  upsert implementation. §2.1: `supports_update` redefined to gate
  atomic single-round-trip semantics (not mere capability), since the
  default impl already supports partial updates.

Operator asks explicitly NOT adopted (diplomatic shims, not contract
defects): `.to_dict()` compat on typed results, migration progress
reporting, `BaseBackend.repair()` separate from `run_maintenance`,
per-palace capability variance, identity recording on read-only ops.
felipetruman added a commit to felipetruman/mempalace that referenced this pull request Apr 17, 2026
…ut, tests

Addresses the six Copilot review comments on the initial commit.

1) MemPalace#6 (critical) — mcp_server.py `_get_collection` bypassed ChromaBackend

   The MCP server creates its palace collection directly via
   `chromadb.PersistentClient.get_or_create_collection` in `_get_collection`,
   not through `ChromaBackend.get_collection`. That path was missing the
   `hnsw:num_threads=1` metadata, so the primary crash surface for MemPalace#974
   and MemPalace#965 was untouched by the original patch. Fixed by passing
   `hnsw:num_threads=1` at the mcp_server create site too. Documented
   in a code comment that the setting is only honored at creation
   time — existing palaces created before this fix still need a
   `mempalace nuke` + re-mine to gain the protection.

2) MemPalace#3 — mine_global_lock over-serialized mines across unrelated palaces

   Replaced the single global lock file `mine_global.lock` with a
   per-palace lock keyed by `sha256(os.path.abspath(palace_path))`
   (`mine_palace_<hash>.lock`). Mines against the same palace still
   collapse to a single runner (the correctness boundary), but mines
   against *different* palaces are now free to run in parallel.
   `mine_global_lock` is kept as a backward-compatible alias for
   `mine_palace_lock` so any external callers that imported the
   previous name keep working.

3) MemPalace#1 — hook_precompact swallowed OSError but not subprocess.TimeoutExpired

   `subprocess.run(..., timeout=60)` raises `TimeoutExpired` on slow
   palaces. The previous `except OSError` clause didn't catch it, so
   the hook could raise and fail to emit any JSON decision — leaving
   the harness without a block/passthrough signal. Fixed by catching
   `(OSError, subprocess.TimeoutExpired)` together and always falling
   through to the block decision so the hook reliably emits a response.

4) MemPalace#2 + MemPalace#4 — tests

   - tests/test_hooks_cli.py: added
     `test_precompact_first_two_attempts_block`,
     `test_precompact_passes_through_after_cap`, and
     `test_precompact_counter_is_per_session` to lock in the MemPalace#955
     deadlock fix.
   - tests/test_palace_locks.py (new): covers `mine_palace_lock`
     single-acquire, reuse-after-release, cross-process serialization
     on the same palace, non-interference across different palaces,
     path normalization, and the `mine_global_lock` back-compat alias.

5) MemPalace#5 — known limitation, documented but not auto-fixed

   Copilot suggested detecting collections missing `hnsw:num_threads=1`
   and calling `collection.modify(metadata=...)` to retrofit existing
   palaces. Verified against chromadb 1.5.7: `modify(metadata=...)`
   replaces metadata rather than merging, and re-passing
   `hnsw:space="cosine"` then raises `ValueError: Changing the
   distance function of a collection once it is created is not
   supported currently.` The HNSW runtime configuration
   (`configuration_json`) also does not expose `num_threads` in
   chromadb 1.5.x, so the flag appears to be read only at creation
   time. Rather than paper over the limitation with a best-effort
   `modify` that silently drops `hnsw:space`, documented in the
   mcp_server comment that pre-existing palaces need a
   `mempalace nuke` + re-mine to gain the protection. Fresh palaces
   are always protected.

Testing
- pytest tests/test_palace_locks.py tests/test_hooks_cli.py
  tests/test_backends.py tests/test_cli.py → **98 passed, 0 failed**.
- Runtime validation with two concurrent `mempalace mine` calls:
  - Different palaces → both complete in parallel ✓
  - Same palace     → one completes, the other exits with
    "another `mine` is already running against <palace> — exiting
    cleanly." ✓
felipetruman added a commit to felipetruman/mempalace that referenced this pull request Apr 17, 2026
…ut, tests

Addresses the six Copilot review comments on the initial commit.

1) MemPalace#6 (critical) — mcp_server.py `_get_collection` bypassed ChromaBackend

   The MCP server creates its palace collection directly via
   `chromadb.PersistentClient.get_or_create_collection` in `_get_collection`,
   not through `ChromaBackend.get_collection`. That path was missing the
   `hnsw:num_threads=1` metadata, so the primary crash surface for MemPalace#974
   and MemPalace#965 was untouched by the original patch. Fixed by passing
   `hnsw:num_threads=1` at the mcp_server create site too. Documented
   in a code comment that the setting is only honored at creation
   time — existing palaces created before this fix still need a
   `mempalace nuke` + re-mine to gain the protection.

2) MemPalace#3 — mine_global_lock over-serialized mines across unrelated palaces

   Replaced the single global lock file `mine_global.lock` with a
   per-palace lock keyed by `sha256(os.path.abspath(palace_path))`
   (`mine_palace_<hash>.lock`). Mines against the same palace still
   collapse to a single runner (the correctness boundary), but mines
   against *different* palaces are now free to run in parallel.
   `mine_global_lock` is kept as a backward-compatible alias for
   `mine_palace_lock` so any external callers that imported the
   previous name keep working.

3) MemPalace#1 — hook_precompact swallowed OSError but not subprocess.TimeoutExpired

   `subprocess.run(..., timeout=60)` raises `TimeoutExpired` on slow
   palaces. The previous `except OSError` clause didn't catch it, so
   the hook could raise and fail to emit any JSON decision — leaving
   the harness without a block/passthrough signal. Fixed by catching
   `(OSError, subprocess.TimeoutExpired)` together and always falling
   through to the block decision so the hook reliably emits a response.

4) MemPalace#2 + MemPalace#4 — tests

   - tests/test_hooks_cli.py: added
     `test_precompact_first_two_attempts_block`,
     `test_precompact_passes_through_after_cap`, and
     `test_precompact_counter_is_per_session` to lock in the MemPalace#955
     deadlock fix.
   - tests/test_palace_locks.py (new): covers `mine_palace_lock`
     single-acquire, reuse-after-release, cross-process serialization
     on the same palace, non-interference across different palaces,
     path normalization, and the `mine_global_lock` back-compat alias.

5) MemPalace#5 — known limitation, documented but not auto-fixed

   Copilot suggested detecting collections missing `hnsw:num_threads=1`
   and calling `collection.modify(metadata=...)` to retrofit existing
   palaces. Verified against chromadb 1.5.7: `modify(metadata=...)`
   replaces metadata rather than merging, and re-passing
   `hnsw:space="cosine"` then raises `ValueError: Changing the
   distance function of a collection once it is created is not
   supported currently.` The HNSW runtime configuration
   (`configuration_json`) also does not expose `num_threads` in
   chromadb 1.5.x, so the flag appears to be read only at creation
   time. Rather than paper over the limitation with a best-effort
   `modify` that silently drops `hnsw:space`, documented in the
   mcp_server comment that pre-existing palaces need a
   `mempalace nuke` + re-mine to gain the protection. Fresh palaces
   are always protected.

Testing
- pytest tests/test_palace_locks.py tests/test_hooks_cli.py
  tests/test_backends.py tests/test_cli.py → **98 passed, 0 failed**.
- Runtime validation with two concurrent `mempalace mine` calls:
  - Different palaces → both complete in parallel ✓
  - Same palace     → one completes, the other exits with
    "another `mine` is already running against <palace> — exiting
    cleanly." ✓
felipetruman added a commit to felipetruman/mempalace that referenced this pull request Apr 17, 2026
…stant

Addresses remaining PR MemPalace#976 review items after rebase on develop.

## Copilot Review MemPalace#3 (chroma.py:134) — retrofit legacy collections

`get_collection(create=False)` previously returned existing collections without
re-applying `hnsw:num_threads=1`, so palaces created before the fix kept the
unsafe parallel-insert path. Add `_pin_hnsw_threads()` helper that calls
`collection.modify(configuration=UpdateCollectionConfiguration(
hnsw=UpdateHNSWConfiguration(num_threads=1)))` best-effort on every
`get_collection` call (including the MCP server's `_get_collection`).

In chromadb 1.5.x the runtime config does not persist to disk across
`PersistentClient` reopens, so the retrofit is re-applied each process start
rather than being a one-shot migration. Fresh palaces keep the metadata-based
pin as primary defense; legacy palaces now also get per-session protection
without requiring `mempalace nuke` + re-mine.

## mvalentsev feedback — drop dead `MAX_PRECOMPACT_BLOCK_ATTEMPTS`

After the rebase on develop, `hook_precompact` delegates to `_mine_sync` and
no longer emits `decision: block`, so the attempt-cap constant was orphaned.
Grep confirms 0 usages in the repo — remove it.

## Tests

- `_pin_hnsw_threads` retrofits legacy collection (num_threads None -> 1)
- `_pin_hnsw_threads` swallows all errors (never raises)
- `ChromaBackend.get_collection(create=False)` applies retrofit on legacy palace
- 62 tests pass (10 backends + 6 palace locks + 46 hooks_cli)
felipetruman added a commit to felipetruman/mempalace that referenced this pull request Apr 17, 2026
## MemPalace#1 docstring / implementation mismatch in _get_save_interval

Docstring said "invalid / non-positive values fall back to the default"
but the code clamps to 1 via max(1, value). Rewrote the docstring to
document the actual behavior: missing / non-integer values fall back to
default; parsed values < 1 clamp to 1 (effectively blocks every turn).
Added a pointer to MEMPAL_STOP_HOOK_DISABLE for users who wanted
"no block" rather than "block every turn".

## MemPalace#2 MEMPAL_STOP_HOOK_DISABLE must not drift cadence state

Disabled path used to return before updating *_last_save, so toggling
the flag off mid-session would make since_last cover every message
accumulated while disabled and trigger an immediate retroactive block.

Fixed by advancing the last-save watermark to the current exchange
count while disabled — state stays synced with activity, no block is
ever emitted. Re-enabling resumes the normal cadence from the current
position, not from whenever the hook was last active.

## MemPalace#3 integration tests for hook_stop env-var behavior

Unit tests only exercised _get_save_interval / _stop_hook_disabled
helpers. Added five integration tests in test_hooks_cli_tuning.py that
run hook_stop end-to-end:

- custom interval triggers block at override
- custom interval passes through below override
- MEMPAL_STOP_HOOK_DISABLE=1 passes through even far above interval
- disabled path still advances last-save watermark (state tracking)
- stop_hook_active short-circuit must not touch state

Also added an autouse fixture in test_hooks_cli.py that monkeypatches
MEMPAL_SAVE_INTERVAL and MEMPAL_STOP_HOOK_DISABLE off, so a developer
with those vars set in their shell can't break the interval assertions.

79 tests pass (46 in test_hooks_cli.py + 33 in test_hooks_cli_tuning.py).
rergards pushed a commit to rergards/mempalace that referenced this pull request Apr 20, 2026
jphein referenced this pull request in techempower-org/mempalace Apr 24, 2026
Cherry-picks the critical chroma.py fix from @felipetruman's MemPalace#976
(without the bundled mine_global_lock and precompact-attempt-cap
changes, which we don't need — mine_global_lock is covered by our
MemPalace#1171 backend-seam flock, and our silent_save path bypasses the
block-mode precompact deadlock MemPalace#976's fix #3 addresses).

Root cause: ChromaDB's multi-threaded `ParallelFor` HNSW insert path
races in `repairConnectionsForUpdate` / `addPoint`, corrupting the
graph under any concurrent add (including a single mine's concurrent
batches). Manifests as SIGSEGV (MemPalace#974) or runaway link_lists.bin writes
(MemPalace#965 — 437 GB observed on JP's palace, 1.5 TB on the Nobara install
in MemPalace#976's report).

The num_threads=1 pin disables ParallelFor, serializing inserts within
a single process. MemPalace ingests drawers one at a time anyway, so
this was never a throughput win — only a latent correctness hazard.

Three call sites patched:
- `ChromaBackend.get_collection` (create path): add metadata pin + call
  `_pin_hnsw_threads()` on every return
- `ChromaBackend.create_collection`: add metadata pin
- `mcp_server._get_collection`: add metadata pin + call
  `_pin_hnsw_threads()` on every return (direct chromadb call, bypasses
  the backend adapter)
- `cli.cmd_compact` new_col creation: add metadata pin

`_pin_hnsw_threads()` exists because ChromaDB 1.5.x doesn't persist the
modified HNSW config to disk, so it must re-apply on every open.

Credits @felipetruman for the root-cause diagnosis and fix design in
MemPalace#976. Posted corroborating reproduction data (437 GB bloat on 135K
drawers, identical failure mode) on that PR earlier today at
MemPalace#976 (comment).
This fork-local cherry-pick gets JP protected now; expect this to
become a no-op when MemPalace#976 lands upstream and we merge develop→main.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
igorls pushed a commit to felipetruman/mempalace that referenced this pull request Apr 25, 2026
…ut, tests

Addresses the six Copilot review comments on the initial commit.

1) MemPalace#6 (critical) — mcp_server.py `_get_collection` bypassed ChromaBackend

   The MCP server creates its palace collection directly via
   `chromadb.PersistentClient.get_or_create_collection` in `_get_collection`,
   not through `ChromaBackend.get_collection`. That path was missing the
   `hnsw:num_threads=1` metadata, so the primary crash surface for MemPalace#974
   and MemPalace#965 was untouched by the original patch. Fixed by passing
   `hnsw:num_threads=1` at the mcp_server create site too. Documented
   in a code comment that the setting is only honored at creation
   time — existing palaces created before this fix still need a
   `mempalace nuke` + re-mine to gain the protection.

2) MemPalace#3 — mine_global_lock over-serialized mines across unrelated palaces

   Replaced the single global lock file `mine_global.lock` with a
   per-palace lock keyed by `sha256(os.path.abspath(palace_path))`
   (`mine_palace_<hash>.lock`). Mines against the same palace still
   collapse to a single runner (the correctness boundary), but mines
   against *different* palaces are now free to run in parallel.
   `mine_global_lock` is kept as a backward-compatible alias for
   `mine_palace_lock` so any external callers that imported the
   previous name keep working.

3) MemPalace#1 — hook_precompact swallowed OSError but not subprocess.TimeoutExpired

   `subprocess.run(..., timeout=60)` raises `TimeoutExpired` on slow
   palaces. The previous `except OSError` clause didn't catch it, so
   the hook could raise and fail to emit any JSON decision — leaving
   the harness without a block/passthrough signal. Fixed by catching
   `(OSError, subprocess.TimeoutExpired)` together and always falling
   through to the block decision so the hook reliably emits a response.

4) MemPalace#2 + MemPalace#4 — tests

   - tests/test_hooks_cli.py: added
     `test_precompact_first_two_attempts_block`,
     `test_precompact_passes_through_after_cap`, and
     `test_precompact_counter_is_per_session` to lock in the MemPalace#955
     deadlock fix.
   - tests/test_palace_locks.py (new): covers `mine_palace_lock`
     single-acquire, reuse-after-release, cross-process serialization
     on the same palace, non-interference across different palaces,
     path normalization, and the `mine_global_lock` back-compat alias.

5) MemPalace#5 — known limitation, documented but not auto-fixed

   Copilot suggested detecting collections missing `hnsw:num_threads=1`
   and calling `collection.modify(metadata=...)` to retrofit existing
   palaces. Verified against chromadb 1.5.7: `modify(metadata=...)`
   replaces metadata rather than merging, and re-passing
   `hnsw:space="cosine"` then raises `ValueError: Changing the
   distance function of a collection once it is created is not
   supported currently.` The HNSW runtime configuration
   (`configuration_json`) also does not expose `num_threads` in
   chromadb 1.5.x, so the flag appears to be read only at creation
   time. Rather than paper over the limitation with a best-effort
   `modify` that silently drops `hnsw:space`, documented in the
   mcp_server comment that pre-existing palaces need a
   `mempalace nuke` + re-mine to gain the protection. Fresh palaces
   are always protected.

Testing
- pytest tests/test_palace_locks.py tests/test_hooks_cli.py
  tests/test_backends.py tests/test_cli.py → **98 passed, 0 failed**.
- Runtime validation with two concurrent `mempalace mine` calls:
  - Different palaces → both complete in parallel ✓
  - Same palace     → one completes, the other exits with
    "another `mine` is already running against <palace> — exiting
    cleanly." ✓
gnusam pushed a commit to gnusam/mempalace-pgsql that referenced this pull request Apr 25, 2026
… 0-chunk files

Three upstream fixes ported together because they're conceptually one
"convo_miner polish" pass on the same exchange-chunking path.

1. Remove ai_lines[:8] truncation (upstream d52d6c9, PR MemPalace#695). The
   _chunk_by_exchange path was silently dropping every line past line 8
   of the AI response, violating the verbatim-storage principle.

2. Split oversize exchanges across drawers (upstream 9b60c6e, PR MemPalace#708).
   Now that the full response is preserved, an exchange that exceeds
   CHUNK_SIZE (800 chars, aligned with miner.py) is split into
   consecutive drawers instead of a single oversized one. Adds
   CHUNK_SIZE module constant.

3. Register a no-embedding sentinel for files that produce zero chunks
   (upstream 87e8baf, PR MemPalace#732). mine_convos has three early-exit paths
   (OSError, content too short, zero chunks) that previously wrote
   nothing — file_already_mined() then returned False on the next run
   and the file was re-read every time.

Adapted MemPalace#3 for the PG backend: the upstream sentinel uses
collection.upsert() (ChromaDB API). This fork instead adds a
PalaceDB.register_empty_file() method that inserts a row directly with
embedding=NULL and metadata.ingest_mode='registry', so the sentinel is
free of embedding cost and invisible to vector search. file_already_mined()
already keys on source_file + source_mtime, so the existing path picks
up the sentinel without further changes.

Three behavioural tests added: full AI response preserved, oversize
exchange split across drawers, and the sentinel + file_already_mined
round trip.

Upstream:
  MemPalace@d52d6c9
  MemPalace@9b60c6e
  MemPalace@87e8baf

Co-authored-by: shafdev <96260000+shafdev@users.noreply.github.com>
Co-authored-by: Sanjay Ramadugu <sramadugu1@gmail.com>
Co-authored-by: Mikhail Valentsev <michael@valentsev.ru>
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
lealvona pushed a commit to lealvona/mempalace that referenced this pull request Apr 29, 2026
…ut, tests

Addresses the six Copilot review comments on the initial commit.

1) MemPalace#6 (critical) — mcp_server.py `_get_collection` bypassed ChromaBackend

   The MCP server creates its palace collection directly via
   `chromadb.PersistentClient.get_or_create_collection` in `_get_collection`,
   not through `ChromaBackend.get_collection`. That path was missing the
   `hnsw:num_threads=1` metadata, so the primary crash surface for MemPalace#974
   and MemPalace#965 was untouched by the original patch. Fixed by passing
   `hnsw:num_threads=1` at the mcp_server create site too. Documented
   in a code comment that the setting is only honored at creation
   time — existing palaces created before this fix still need a
   `mempalace nuke` + re-mine to gain the protection.

2) MemPalace#3 — mine_global_lock over-serialized mines across unrelated palaces

   Replaced the single global lock file `mine_global.lock` with a
   per-palace lock keyed by `sha256(os.path.abspath(palace_path))`
   (`mine_palace_<hash>.lock`). Mines against the same palace still
   collapse to a single runner (the correctness boundary), but mines
   against *different* palaces are now free to run in parallel.
   `mine_global_lock` is kept as a backward-compatible alias for
   `mine_palace_lock` so any external callers that imported the
   previous name keep working.

3) MemPalace#1 — hook_precompact swallowed OSError but not subprocess.TimeoutExpired

   `subprocess.run(..., timeout=60)` raises `TimeoutExpired` on slow
   palaces. The previous `except OSError` clause didn't catch it, so
   the hook could raise and fail to emit any JSON decision — leaving
   the harness without a block/passthrough signal. Fixed by catching
   `(OSError, subprocess.TimeoutExpired)` together and always falling
   through to the block decision so the hook reliably emits a response.

4) MemPalace#2 + MemPalace#4 — tests

   - tests/test_hooks_cli.py: added
     `test_precompact_first_two_attempts_block`,
     `test_precompact_passes_through_after_cap`, and
     `test_precompact_counter_is_per_session` to lock in the MemPalace#955
     deadlock fix.
   - tests/test_palace_locks.py (new): covers `mine_palace_lock`
     single-acquire, reuse-after-release, cross-process serialization
     on the same palace, non-interference across different palaces,
     path normalization, and the `mine_global_lock` back-compat alias.

5) MemPalace#5 — known limitation, documented but not auto-fixed

   Copilot suggested detecting collections missing `hnsw:num_threads=1`
   and calling `collection.modify(metadata=...)` to retrofit existing
   palaces. Verified against chromadb 1.5.7: `modify(metadata=...)`
   replaces metadata rather than merging, and re-passing
   `hnsw:space="cosine"` then raises `ValueError: Changing the
   distance function of a collection once it is created is not
   supported currently.` The HNSW runtime configuration
   (`configuration_json`) also does not expose `num_threads` in
   chromadb 1.5.x, so the flag appears to be read only at creation
   time. Rather than paper over the limitation with a best-effort
   `modify` that silently drops `hnsw:space`, documented in the
   mcp_server comment that pre-existing palaces need a
   `mempalace nuke` + re-mine to gain the protection. Fresh palaces
   are always protected.

Testing
- pytest tests/test_palace_locks.py tests/test_hooks_cli.py
  tests/test_backends.py tests/test_cli.py → **98 passed, 0 failed**.
- Runtime validation with two concurrent `mempalace mine` calls:
  - Different palaces → both complete in parallel ✓
  - Same palace     → one completes, the other exits with
    "another `mine` is already running against <palace> — exiting
    cleanly." ✓
FBISiri added a commit to FBISiri/mempalace that referenced this pull request May 9, 2026
Adds _try_gemini_json parser to normalize.py for three layouts:

  1. Gemini API contents format (~/.gemini/sessions/*.json):
     {"contents": [{"role": "user", "parts": [{"text": "..."}]}, ...]}
  2. Messages-wrapper variant:
     {"messages": [{"role": "user", ...}, {"role": "model", ...}]}
  3. Flat top-level list with role="model".

This complements the existing _try_gemini_jsonl parser (which handles
~/.gemini/tmp/<hash>/chats/session-*.jsonl with session_metadata
sentinel) — JSONL covers Gemini CLI runtime sessions, JSON covers
exported / Studio-saved transcripts.

## Review feedback addressed (PR MemPalace#204)

bgauryy review:
- MemPalace#1 Parser-precedence bug: _try_gemini_json runs *before*
  _try_claude_ai_json so the {"messages":[..., role=model, ...]}
  layout is no longer silently claimed by the Claude parser. The
  Gemini parser's has_model_role guard prevents false-positives
  against Claude / ChatGPT data.
- MemPalace#2 Layout 2a coverage: TestGeminiJson.test_messages_wrapper_format
  + test_messages_wrapper_does_not_get_claimed_by_claude pin the
  fix in place.
- MemPalace#3 Test conflicts with current main: rebased onto develop;
  tests restructured into TestGeminiJson class.
- MemPalace#4 tempfile/os.unlink → pytest tmp_path everywhere.
- MemPalace#5 elif not text → else (the elif branch was dead).
- MemPalace#6 Module docstring updated to mention Google AI Studio.

Tests: 9 new cases in TestGeminiJson covering all three layouts,
multi-part text joining, non-text part skipping, has_model_role
disambiguation, dispatch-chain regression for review MemPalace#1.
brandonhon added a commit to brandonhon/mempalace that referenced this pull request May 13, 2026
…tion

Addresses PR MemPalace#548 review feedback about scan amplification on large
palaces. The previous implementation made up to six ChromaDB scans per
clean operation:

  1. count_drawers(drawers_col)       — scan MemPalace#1
  2. count_drawers(compressed_col)    — scan MemPalace#2
  3. delete_drawers(drawers_col)      — internal get(where=...) scan MemPalace#3
  4. delete_drawers(drawers_col)      — delete(where=...) scan MemPalace#4
  5. delete_drawers(compressed_col)   — scan MemPalace#5
  6. delete_drawers(compressed_col)   — scan MemPalace#6

Each call was doing its own metadata filter over the collection,
meaning a 100K-drawer palace paid the filter cost six times for a
single cleanup. This refactor drops it to exactly two scans — one per
collection — regardless of palace size.

Changes:

  * palace.py: introduce `find_drawer_ids(col, wing, room)` which
    returns the matching ID list in a single `get(where=..., include=[])`
    call. ChromaDB fetches only IDs — no documents, embeddings, or
    metadatas — so the scan is as cheap as ChromaDB can make it.
  * palace.py: `count_drawers` is now a thin wrapper around
    `find_drawer_ids`. The old standalone `delete_drawers` helper is
    removed because its count-then-delete pattern is exactly what we
    are trying to avoid.
  * cli.py::cmd_clean: call `find_drawer_ids` once per collection,
    reuse the returned ID lists for both the preview counts and the
    subsequent delete. Deletes go through `col.delete(ids=[...])`
    which is an O(n) primary-key delete, not another metadata scan.
    Empty lists are guarded to stay compatible with ChromaDB versions
    that reject `delete()` with no ids or where filter.

Why two scans and not one:

ChromaDB collections are independent — there is no cross-collection
query. `mempalace_drawers` and `mempalace_compressed` must each be
filtered separately. A single-scan variant would have to assume that
compressed IDs are a strict subset of drawer IDs and delete compressed
by the drawer IDs we already found, but `tool_delete_drawer` in
mcp_server.py does not cascade to compressed, so real palaces can
contain orphaned compressed rows whose drawer is already gone. Going
to one scan would silently leak those orphans. Two scans is the
minimum that preserves correctness.

Tests:

  * New `test_find_drawer_ids_*` unit tests cover wing-only, wing+room,
    and no-match cases.
  * New `test_find_drawer_ids_single_scan` monkey-patches
    `collection.get` to assert exactly one call.
  * New `test_clean_scans_each_collection_exactly_once` is a
    regression test that wraps `chromadb.PersistentClient` and counts
    `where`-filtered `get()` calls per collection during a full
    `cmd_clean` invocation, failing if either collection is scanned
    more than once.
  * The existing 15 CLI black-box tests stay identical — the behavior
    is unchanged, only the scan count dropped.

Full suite: 551 passed (was 549, +2 new perf regression tests).

Also in this commit: `-V` / `--version` flags, because every good app
needs a version flag and we somehow shipped three minor releases
without one. The installed version is now embedded in the `-h`
description line too, so `mempalace -h` answers "what am I running?"
without a separate invocation.
mvalentsev pushed a commit to mvalentsev/mempalace that referenced this pull request May 21, 2026
…#1555

PR MemPalace#1555 (format coverage + virtual line numbering) merged with twelve
inline polish comments from Copilot + gemini-code-assist that weren't
load-bearing enough to block the original ship but are real cleanups.
This PR addresses them.

Twelve items in scope; one item (drawer ID delimiter — Copilot MemPalace#13) is
deferred to its own dedicated PR because it's a breaking schema change
that requires migration design beyond the scope of a polish PR.

## Behavioral fixes (5 items, RED-tested first)

1. **FileNotFoundError vs broken symlink (Copilot MemPalace#8).** ``extract_text``
   previously mapped every ``FileNotFoundError`` from ``stat()`` to
   ``SKIP_BROKEN_SYMLINK``. That's misleading for the common case of a
   regular file deleted between scan and extract. Now distinguishes:
   ``SKIP_BROKEN_SYMLINK`` only when ``p.is_symlink()`` is true;
   ``SKIP_UNREADABLE`` otherwise.

2. **``file_already_mined`` extract_mode scoping (Copilot MemPalace#11, MemPalace#12).**
   Both call sites in ``mine_formats`` and ``_file_chunks_locked`` now
   pass ``extract_mode="format"``. Previously the format miner could
   falsely treat drawers from project / convo miner on the same source
   file as "already mined" (and vice versa). Scopes idempotency to the
   correct drawer subset.

3. **Sentinel skip for transient missing-dep statuses (Copilot MemPalace#14).**
   New ``_TRANSIENT_MISSING_DEP_STATUSES`` set + ``_register_skip_sentinel_if_appropriate``
   helper. Skip variants like ``SKIP_NO_MARKITDOWN`` /
   ``SKIP_NO_STRIPRTF`` / ``SKIP_MISSING_FORMAT_DEPS`` /
   ``SKIP_NETWORK_TIMEOUT`` no longer write the "already-mined" sentinel.
   Otherwise installing the missing extra later wouldn't trigger a re-mine.

4. **Outer ``except Exception`` in ``mine_formats`` (Gemini MemPalace#5).** The
   outer try around the loop previously caught only ``KeyboardInterrupt``,
   leaving any setup-time error (e.g., ``scan_formats`` raising) to
   propagate as a bare traceback. Now catches ``Exception`` defensively,
   logs it, prints a partial-progress summary, and lets the ``finally``
   PID-cleanup run. Mirrors miner.py's belt-and-suspenders pattern.

5. **Thread user's ``chunk_size`` / ``chunk_overlap`` / ``min_chunk_size``
   through to ``chunk_text`` (Gemini MemPalace#3).** ``MempalaceConfig`` was loaded
   only to validate readability; users who tuned their config saw no
   effect in format-mode mining. Now properly threaded.

## Trivial cleanups (5 items)

6. **Path expanduser in ``extract_text`` (Copilot MemPalace#7).** ``Path(path)`` →
   ``Path(path).expanduser()`` so CLI inputs like ``~/docs/file.pdf``
   resolve correctly.

7. **Path expanduser+resolve in ``scan_formats`` (Copilot MemPalace#9).** Same
   fix; ``~/docs`` and relative paths now work consistently.

8. **Use resolved ``format_path`` in ``mine_formats`` (Copilot MemPalace#10).**
   ``scan_formats(format_dir)`` → ``scan_formats(format_path)`` so the
   already-resolved path is used.

9. **``render_with_line_numbers`` type annotation (Copilot MemPalace#15).**
   ``text: "str | None"`` reflects the documented + tested ``None``
   handling.

10. **Test + docs claims (Copilot MemPalace#16, MemPalace#17, MemPalace#18).** Stale framings
    removed:
    - ``docs/format-coverage.md`` — 14 fringe cases + "see the file for
      the current test inventory" (no more frozen test count).
    - ``tests/test_line_numbers.py`` — drops "proposed for mempalace
      3.3.6" + "run from the proposal directory" references.
    - ``tests/test_format_miner.py`` — drops "MarkItDown is mocked
      throughout" (live integration tests exist) + proposal-directory
      framing.

## Module-level hoists (enables clean test patching)

- ``MempalaceConfig`` (from ``.config``) hoisted from lazy local import
  to module-level so tests can patch ``mempalace.format_miner.MempalaceConfig``.
- ``chunk_text`` (from ``.miner``) hoisted similarly.

Both follow the pattern PR MemPalace#1565 used for ``compute_hallways_for_wing``.

## Complexity refactor

Extracted ``_print_mine_summary`` from ``mine_formats`` so the orchestrator
stays under the project's ``max-complexity = 25`` ceiling (per
``pyproject.toml [tool.ruff.lint.mccabe]``). Behavior unchanged; pure
extraction.

## Out of scope (intentionally deferred)

- **Drawer ID delimiter collision (Copilot MemPalace#13)** — ``f"{source_file}{chunk_index}"``
  can theoretically collide (``"/path/a1" + "23"`` == ``"/path/a" + "123"``).
  Fixing this is a breaking schema change to drawer IDs and requires a
  migration plan; will land as its own PR after design.

- The four bot comments that were ALREADY addressed by amendment MemPalace#3
  before the PR MemPalace#1555 merge (``_SKIP_DIRS`` dedup, ``scan_formats``
  symlink skip, ``source_mtime`` tracking, hall+entities metadata) —
  no action needed; verified during audit.

## Tests (RED-first)

Six new RED-first tests in ``tests/test_format_miner.py``:

  test_extract_text_nonexistent_regular_file_returns_unreadable_not_broken_symlink
  test_mine_formats_passes_extract_mode_format_to_file_already_mined
  test_mine_formats_does_not_write_sentinel_for_skip_no_markitdown
  test_mine_formats_does_not_write_sentinel_for_skip_missing_format_deps
  test_mine_formats_catches_unexpected_exception_and_prints_summary
  test_mine_formats_threads_chunk_size_from_user_config

All six RED before this commit (failures correctly identified the bugs
they're targeting), all six GREEN after.

One existing test (``test_mine_formats_continues_after_per_file_error``)
updated to patch the new module-level binding
``mempalace.format_miner.chunk_text`` instead of the old
``mempalace.miner.chunk_text`` source location, and to accept the
``**kwargs`` the call now passes through. Behavior unchanged.

## Verification

  pytest -q (full mempalace suite)
    → 2065 passed, 3 skipped, 0 regressions
  ruff check mempalace/format_miner.py mempalace/searcher.py tests/
    → All checks passed!
  ruff format --check ...
    → 4 files already formatted (pinned 0.15.9)
  mine_formats complexity
    → ≤ 25 (under the project ceiling)
undeadindustries added a commit to undeadindustries/mempalace that referenced this pull request May 27, 2026
Five fixes from the Gemini Code Assist review on
MemPalace#1632 — three real bugs,
two cleanups, all consistent with the bash-3.2-compatibility
contract documented in the original commit.

Bug fixes (high)
----------------

1. hooks/cursor/lib/common.sh — config.json kill-switch check used
   a `python3 - <<'PYEOF' ... PYEOF` heredoc inside a `$(...)`
   command substitution. The heredoc body contains parens which
   trips the macOS bash 3.2.57 parser bug. Replaced with a
   `python -c '...'` call passing the config path as argv[1]. Matches
   the pattern already used in mempal_parse_stdin in the same file.

2. hooks/cursor/install.sh — a relative `--install-dir` was written
   verbatim into hooks.json. Cursor invokes hook commands from its
   own working directory (typically the project root), so a relative
   command path would silently fail to launch the hook. Now resolved
   to an absolute path against `$PWD` before being baked in.

3. hooks/cursor/mempal_save_hook_cursor.sh — `MEMPAL_SAVE_INTERVAL=0`
   would crash bash on `$((NEXT % 0))` (division by zero). Extended
   the existing sanitiser case to coerce 0 to the default interval
   alongside empty / non-numeric values.

Cleanups (medium)
-----------------

4. hooks/cursor/install.sh — the EMPTY_CHECK_PY temp file is now
   inlined as `python -c '...'`. Removes a small leak window
   (tmpfile would linger if the script were interrupted between
   mktemp and rm -f) and shortens the script.

5. hooks/cursor/install.sh — `mktemp -t prefix` has subtly different
   semantics on BSD (macOS) vs GNU mktemp. Switched to the
   portable absolute-template form `mktemp "${TMPDIR:-/tmp}/...XXXXXX"`
   which behaves identically on both.

Regression tests
----------------

- tests/test_cursor_hooks_shell.py
    test_save_interval_zero_is_coerced_to_default — guards fix MemPalace#3.
- tests/test_cursor_hooks_install.py — new TestInstallDirAbsolutePath
  class:
    test_relative_install_dir_is_absolutized_in_hooks_json — guards
        fix MemPalace#2 against regression.
    test_absolute_install_dir_is_preserved_verbatim — guards that
        the relative-to-absolute resolution does not mangle paths
        that were already absolute.

Verification
------------

- bash -n on all three edited scripts: clean.
- uv run pytest tests/test_cursor_hooks_*.py tests/test_cursor_plugin_manifest.py: 132 passed (was 129; +3 regression tests).
- uv run pytest tests/ --ignore=tests/benchmarks: 2399 passed,
  3 skipped (pre-existing).
- uv run ruff check . / ruff format --check .: clean.

Co-authored-by: Cursor <cursoragent@cursor.com>
rodboev added a commit to rodboev/mempalace that referenced this pull request Jun 10, 2026
… env var (MemPalace#1489)

- (CRITICAL MemPalace#1) get_collection now delegates to create_collection for creation path,
  respecting env var and sync_threshold parameter instead of bypassing with _HNSW_BLOAT_GUARD
- (HIGH MemPalace#2) rebuild_index and legacy cmd_repair paths now accept and pass sync_threshold
  to _rebuild_collection_via_temp, threading it through all call sites
- (MEDIUM MemPalace#3) unparseable MEMPALACE_HNSW_SYNC_THRESHOLD now logs warning, defaults to None
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