main
2572
Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
 Sanderhoff-alt
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e4e5f8b285 |
fix(embed): inherit unset LLM settings instead of overwriting them (#3253) (#3359)
HindsightEmbedded forwarded every LLM/daemon setting on every construction, using placeholder defaults for the ones the caller never mentioned. The embed manager merges the caller's config over the profile .env and copies any non-None HINDSIGHT_* entry into the daemon environment, so a client built without credentials overwrote a key inherited from the profile or the parent shell -- and _register_profile then persisted the placeholders back into the profile's .env file, leaving a profile configured for anthropic recorded as groq on disk. llm_provider, llm_api_key, llm_model, log_level and idle_timeout now default to None and are omitted when not passed, so the daemon resolves them from the profile .env, then the parent environment, then its own defaults. An explicit empty string remains an override, which is how a local LLM service with no authentication clears an inherited key. |
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Nicolò Boschi
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6582e26ef9 |
feat(mcp): expose knowledge-base CRUD as native MCP tools (#3486) (#3611)
The knowledge base was reachable only over HTTP, so an MCP client had to fall back to a second integration path to browse or maintain it. Register the seven agent-facing operations as native MCP tools, with the same bank scoping, tenant auth and operation-validator behaviour as the existing tools: get_knowledge_base_tree, search_knowledge_base, get_knowledge_page, create_knowledge_folder, create_knowledge_page, update_knowledge_node, delete_knowledge_node export_knowledge_base stays HTTP/CLI-only — it returns the whole bank as one markdown bundle, which does not belong in an agent's context window. Two places where the MCP surface cannot mirror the HTTP one, both commented at the call site: - MCP arguments cannot express an explicit null, so update_knowledge_node reads parent_id="root" as "move to the top level". Node ids are prefixed kf-/kp-, so the literal cannot collide with a real folder id. - The page refresh trigger is flattened to a single refresh_after_consolidation flag, matching how create/update_mental_model already expose it. It is sent as a patch, so an unstated flag leaves the knowledge-page defaults (delta mode, observation-only) intact — the regression #3506 fixed. get_knowledge_page returns the rendered markdown document once instead of the HTTP body+markdown pair, which would double the tokens for no new information. search_knowledge_base clamps limit instead of rejecting it: an agent that asked for 500 pages wants results, not a 422. Also adds a structural guard that the three hand-maintained tool allowlists (_ALL_TOOLS, register_mcp_tools()'s default set, and the single-bank set in create_mcp_server) agree with what is actually registered — a name added to one but not the others silently drops the tool from the endpoint. |
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Nicolò Boschi
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188eaa3dc7 |
fix(coding-agents): honor retainSessions in the hook harnesses (#3596) (#3607)
* fix(coding-agents): honor retainSessions in the hook harnesses (#3596) `retainSessions` was parsed, defaulted, env-mapped and accepted as a known config key, but only `RuntimeCore` (opencode, Kilo, Cline, Prime Agent, dsh) ever read it. The shared Stop-hook flow behind every hook harness — claude-code, codex, cursor-cli, copilot-cli, devin-cli, grok-build, antigravity-cli — checked `disabled` twice and `retainSessions` never, so `retainSessions: false` (global, per-harness or in a `banks.<id>` section) wrote the transcript back anyway. The comment claimed this was deliberate while the docs sold the flag as a general write-back opt-out, including a per-bank example. Gate the write-back in `runRetainHook`, after `applyBankConfig` so a bank section can flip it either way, and before `ensureDaemon` — a session that writes nothing has no reason to bring a server up. A `retain_disabled` diag record replaces the `retain_ok` that used to appear, so the opt-out is verifiable in the diagnostic log. `deepen`'s conversation-history import is the same door one session later: it reads the harness's own history files and files them as `chat:<id>`. Honoring the flag in only one of the two places would have left the opt-out cosmetic, so it skips the import too. Git ingest, seeding, knowledge pages, recall and the memory tools are all untouched — that separation is what distinguishes this flag from the `disabled` kill switch. Tests: four end-to-end `runRetainHook` cases (default writes; global false writes nothing and builds no client; a bank override opts one repo out; a bank override re-enables under a global opt-out), two of which fail against the pre-fix code. Plus a family-wide structural guard in the shape of `daemon.test.ts`'s "every harness entrypoint reaches a daemon": every module calling `retainLiveSession` or `ingestChats` must consult the flag. The path that forgot is by definition the one with no test, so the guard is asserted over the whole family rather than per-harness. * chore(docs): re-sync the coding-agents page after the README reflow |
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Nicolò Boschi
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39de3974ea |
fix(coding-agents): keep a long-lived host's credential live, and say which one it used (#3600) (#3606)
* fix(coding-agents): keep a long-lived host's credential live, and say which one it used (#3600) `HindsightClient` copied `apiToken` at construction and never re-read it, so a host that outlives its credential — dsh, Cline, Kilo, Prime Agent, opencode, the MCP server — kept signing with a key the operator had already replaced. Enabling auth or rotating the key mid-session 401'd every call until the whole host restarted, while `hindsight_diagnose` re-read the file and reported the situation as healthy. The one-shot hook binaries were immune, which is why the same machine showed working hooks alongside dead in-session tools. The credential is now resolved through a provider on a 401 and the request replayed once, but only if the re-resolved token actually CHANGED — a genuinely wrong key still surfaces as one 401 rather than doubling every failing request. The happy path never touches the filesystem. All three fetch paths go through one signing helper. `reflect` and the drain poll fetched directly, so a recovery wired into `req()` alone would have left them failing forever. Both #3600 and the two drifts below come from the same shape: five hosts each carried their own copy of loadConfig -> deriveBankId -> applyBankConfig -> new HindsightClient. So the fix is one shared builder (core/host-client.ts) rather than a sixth line pasted into each. Hoisting it fixes two settings that had already gone missing that way: - dsh and Prime Agent never passed `maxParallelRetains`, so both silently ignored it and always used the default 10. - dsh never passed the directory to `applyBankConfig`, so `optInOnly` was not enforced there at all: an unapproved repo still got a bank. `hindsight_diagnose` now reports the credential IN USE next to the one on disk (booleans only, never the value), resolved through the same pipeline the host used — including a per-bank `banks.<id>.apiToken`, which a bare loadConfig() comparison would have reported as a permanent false mismatch. Without this the drift stays invisible to the one tool whose purpose is to explain it. A 401 also now says whether a credential was even sent. The server answers identically for "no key" and "wrong key"; only the client knows which it was. Behaviour change worth naming: `disabled: true` now wins uniformly. It already did for every host except the MCP server, which applied the `banks.<id>` section first and so could be re-enabled per bank; `optInOnly`/`optInPaths` is the supported way to run memory in only some projects. Resolution also stops before bank derivation when disabled, since that shells out to git and the disabled path exists to be a zero-overhead baseline. Reported with a verified local patch and a full root-cause analysis by @allenliang2022 in #3600; this implements that approach. * docs(coding-agents): say when a config change takes effect, and that the token is the exception Nothing in the README or the skill said when an edit to ~/.hindsight/coding-agent.json actually applies — and the answer differs per host: a hook harness re-reads the file on every invocation and picks a change up on the next prompt, a persistent plugin holds it for the life of the agent process, and the MCP server for the session. That gap got worse, not better, with the credential fix: the apiToken row now says it is picked up without a restart, which reads as "config is live" unless the rule it is an exception to is written down somewhere. |
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Nicolò Boschi
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efef4fa398 |
docs(readme): track hindsight-client downloads, cover the missing concepts (#3608)
* docs(readme): track hindsight-client downloads, cover the missing concepts The PyPI downloads badge tracked hindsight-api; point it at hindsight-client (1.6M/month) and make both download badges real links — the NPM one passed `link=` as a shields param, which is inert in an image. Relabel the "CI" badge to "Release": it points at release.yml, which only runs on v* tags, so green meant "the last release published", not "tests pass". test.yml (the actual CI) has no push trigger, so there is no main history to badge without changing its triggers. The LLM Wrapper was pitched as the easiest way in and shown only as a PNG — uncopyable, unreadable to search engines and coding agents, with no `pip install hindsight-litellm` and no link to the integration. It is now real code, and passes hindsight_api_url explicitly because the wrapper defaults to Cloud, which would otherwise silently send a local-Docker reader to api.hindsight.vectorize.io. Add the concepts the README never mentioned: integrations (60+, none were listed), coding agents, MCP, observations, mental models, knowledge pages, banks/dispositions, multilingual, Memory Defense, and production concerns. Add Helm, bare-metal pip and Cloud install paths, plus the Go and CLI clients. Fix stale facts: link the live benchmarks site next to the January 2026 chart, and replace the hand-maintained 8-provider list with 25+ and the headline names. Structure: add a Contents block, move Supported Platforms next to Quick Start (it sat in the footer, ~200 lines below the anchor pointing at it), and collapse the three repeated client-setup preambles in the operations section. * docs(readme): point Cloud mentions at the pricing page The Cloud links went straight to signup, so a reader had to start an account to find out what the hosted option actually includes. Point them at https://vectorize.io/pricing instead, which is Hindsight-specific and compares self-hosted, Cloud and Enterprise side by side, and summarise what Cloud gives you (managed scaling, dashboard, backups, 99.9% SLA, usage-based billing with free credits). Signup stays as the action link next to it. No prices in the README on purpose — they would go stale here, which is the same failure mode as the hand-maintained provider list this branch removed. * docs(readme): drop Pricing from the header nav The pricing links in the Managed install path and the production table are where a reader is actually deciding between hosting options; the nav row does not need a sixth item. |
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Nicolò Boschi
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e11a59ff64 |
fix(coding-agents): timestamp the aggregated git-log document (#3602) (#3605)
`ingestGitLog` retained the commit-message history with no `timestamp`, so retain stamped "now", the extraction prompt got `Event Date: Unknown`, and every fact extracted from those messages landed with a null occurred_start/occurred_end — invisible to temporal search and neutral for recency scoring. Anchor the document on the newest commit it actually contains (`git log -n 1 --no-merges --format=%aI`, matching gitLogText's traversal, so a merge HEAD does not misdate it). Null on an empty repo/non-repo, in which case the timestamp is omitted as before. |
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Nicolò Boschi
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0de91b8b73 |
fix(coding-agents): let hindsight_reflect wait as long as it is configured to (#3590) (#3592)
The `hindsight_reflect` MCP tool aborted every call at a hardcoded 120s, no matter what `reflectTimeoutMs` was set to: the handler passed no `timeoutMs`, so `HindsightClient.reflect()` fell back to its own 120s default. On a populated bank, `budget: "high"` synthesis routinely runs longer than that — the identical direct API call succeeded — so the tool was unusable and the config field was dead. Both paths that build the tools dropped the setting, not just the one filed: `selectTools()` (MCP server) and `RuntimeCore.toolSpecs()` (the persistent plugin harnesses — opencode, Kilo, Cline, dsh, Prime Agent). The tool's window is now its own knob, `reflectToolTimeoutMs`, defaulting to 330s — above the server's own reflect wall timeout (300s), so the server decides when to give up rather than an arbitrary client deadline. It inherits an explicitly raised `reflectTimeoutMs` (the field users already reach for), but a short one never lowers it: that value bounds an automatic hook which must fit the host's 25s window, not a call the agent is waiting on. `reflectBudget` makes the hardcoded `budget: "high"` configurable too, for large banks where high-budget synthesis exceeds the server's wall timeout. To stop this recurring, `reflect()`'s `timeoutMs` is now required — the right deadline differs by an order of magnitude between the hook and the tool, so there is no sensible default to fall back to silently. |
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Nicolò Boschi
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31c1aaf213 |
fix(recall): make the recall budget reach the vector index (#3541)
The semantic arm asked the index for `max(limit * 5, 100)` rows, but every pool connection runs with a fixed `hnsw.ef_search = 200`. In pgvector the candidate list is the result set — the ground-layer search runs once and the scan ends when that list drains — so a scan returned at most ~200 rows however large the LIMIT above it, and the recall budget moved the SQL and nothing else (low/mid/high all got ~200). Enable hnsw.iterative_scan (strict_order) on recall connections. The drained list is refilled in ef_search-sized rounds until the query's LIMIT is met, so depth follows each query's budget with no per-query statement — which matters behind a transaction-mode pooler, where a session GUC issued between statements can land on a different backend. Retain-side link probing pins it off; it is tuned for latency, not depth. Measured on a 40k-row bank, EXPLAIN confirming an ANN index scan: MID unfiltered 200 -> 300 rows, 5.0 -> 4.9ms HIGH unfiltered 200 -> 1000 rows, 4.9 -> 6.8ms HIGH + filter 200 -> 324 rows, 5.9 -> 14.2ms +8ms worst case against a ~2.6s recall; the perf suite puts it at +1.3% mean latency / -1.3% throughput end to end. Memory is not the constraint it looks like: pgvector caps a resumed scan at work_mem * hnsw.scan_mem_multiplier, but max_scan_tuples binds first — squeezing work_mem from 64MB to 256kB changes neither rows nor latency. Two controls, both static server-level config: - HINDSIGHT_API_ANN_ITERATIVE_SCAN (default true) — the kill switch. False drops the resume GUCs rather than sending iterative_scan=off, so a connection is left exactly as it was before this existed and the revert lands on the behaviour already in production. - HINDSIGHT_API_ANN_MAX_SCAN_TUPLES (default 4000, pgvector's own is 20000) — the dial that governs the cost. The initial scan is not counted, so even 1 leaves the pre-existing depth intact; it interpolates rather than switches. Separately, the row over-fetch is deleted rather than tuned. It never did anything: each arm's rows arrive already ordered by distance, so keeping the first N of 5N returns precisely what LIMIT N would have. Invisible on pgvector, real on backends with no such bound. The LIMIT is now max(limit, GRAPH_SEED_LIMIT), since the graph arm reads its entry points from the same rows. Also fixed: a GUC the server rejects as unknown is remembered and dropped from later batches, instead of costing a failed batch plus one statement per setting on every acquire — reachable via pg_trgm on a cluster without it, and via hnsw.iterative_scan on a pgvector older than 0.8, which reserves the "hnsw." prefix and rejects it outright. Retain's link probing skips such a GUC too: it applies these with SET LOCAL inside its own transaction, where an erroring statement would abort the link computation. Not measured: whether the extra candidates improve answers. Everything above is cost. |
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github-actions[bot]
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9db22115a4 | chore: update star history | ||
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Nicolò Boschi
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8b78b4ac04 |
test: assert memory state via the engine read API, not raw SQL (#3591)
The suite asserted memory state by querying `memory_units` / `memory_links` /
`unit_entities` directly. That couples tests to the physical schema and makes
them unable to run against any store that keeps memory rows outside Postgres.
This ports what the read API can answer, extends it where it could not, and
marks the residue that is Postgres-shaped by nature.
**Ported to the engine API.** The "unconsolidated count" assertions spelled out
`consolidated_at IS NULL AND consolidation_failed_at IS NULL AND fact_type IN
('experience','world')` — character-for-character what
`list_memory_units(consolidation_state='pending')` already means, so seven sites
across five files became one call. Observation lineage, entity/tag checks and
chunk provenance moved to `list_memory_units` / `get_memory_unit` /
`list_document_chunks`; where the old query was an inner join, the port keeps
the same filtering and says why.
**Read model extended** so the rest could follow: `updated_at` and
`source_memory_ids` on list items, `entity_kind` on entity items, and a
list-valued `fact_type` that matches any of them. Every field is a column of the
row the query already fetched — the projection grows, the plan does not — so no
opt-in flag was needed and production paths pay nothing. Covered by a new test
module driving it all through the engine on retain-written units.
**260 of 6297 tests marked `memory_backend_incompatible`**, in two passes: those
that assert Postgres-internal state (raw `memory_links` counts, `embedding` /
`search_vector`), and those whose fixtures only exist in Postgres. The second set
was chosen on evidence — each both failed against a non-SQL store and touches
those tables in its body, a helper, or a fixture — never by grep alone. Postgres
runs are unchanged; the marker only takes effect behind
`-m 'not memory_backend_incompatible'`.
Also green-lights two checks that were red before this branch: the repo formatter
over five test files, and the coding-agents docs generator, which now rewrites our
own doc links to site-relative the way it already did for assets — the naive
regeneration would have degraded the docs-skill reference's file-relative links.
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Nicolò Boschi
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edd0d0c5bb |
fix(db): earn per-bank vector indexes by size instead of creating three per bank (#3485) (#3561)
* feat(db): earn per-bank vector indexes by size instead of creating them per bank
Every bank got three partial vector indexes on the shared memory_units table at
creation time. PostgreSQL locks and builds an IndexOptInfo for every index on a
relation at plan time, and opens every one of them for each DML statement, so
each index is a cost paid by queries belonging to every *other* bank. Past a few
thousand banks that exhausts the lock-manager pool: recall and bank deletion
both fail cluster-wide, and deletion failing is what removes the recovery path
(#3485).
A (bank, fact_type) now earns an index once it holds
HINDSIGHT_API_VECTOR_INDEX_MIN_ROWS rows (default 10_000, 0 disables). Below
that the planner serves the same ANN query from idx_memory_units_bank_fact_type
plus a top-N sort — exact rather than approximate, and faster, because sorting a
few thousand rows by distance beats descending an ANN graph. Index count becomes
proportional to the banks large enough to benefit, so bank count stops being a
ceiling.
No request path issues vector-index DDL any more. Bank creation, retain and
import all drop their CREATE INDEX, which also takes that ShareLock on
memory_units off the retain hot path. A new bounded sweep on the MaintenanceLoop
converges the index set instead, with separate build and drop budgets (a build
is an ANN construction; a drop is a catalog operation, and a deployment
recovering from #3485 has tens of thousands to shed) and a short retry interval
while a backlog remains. Bank deletion keeps its drop — it is the only place
that still knows the internal_id the index names derive from.
Cross-tenant discovery goes through a new banks_needing_vector_index() routine,
following the sibling sweeps: one round-trip instead of a per-schema query
storm, with the vanished-schema and lock_timeout arms from c7e9f1a3b5d2 and
c8b4e2a71f95. Concurrency is handled by idempotency, never an advisory lock —
leaning on one is why #2803's version of this sweep was rejected.
The migration deliberately issues no index DDL. An instance already at the wall
cannot plan a statement against memory_units, so a migration that counted rows
to decide what to drop would fail before it could help; DROP INDEX is a utility
statement that locks its own index plus the table, which is why the sweep can
shed indexes while everything else on that relation is failing.
Refs #3485, #2645
* test(vector-index): serialize the reconcile tests onto one xdist worker
Every test in the reconcile suite issues CREATE/DROP INDEX CONCURRENTLY against
the single shared public.memory_units. Concurrent index DDL on one relation
deadlocks by design — CONCURRENTLY holds ShareUpdateExclusive while waiting out
every session whose snapshot could still see the index, including other
sessions' queued index DDL — and eight xdist workers doing that to one table
outlast any retry budget (the storm
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Nicolò Boschi
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5f137bf391 |
fix(recall): keep the observation graph arm out of a nested-loop plan (#3510) (#3588)
`expand_observations`' scoring join is O(C + U) as a hash join and O(U x C) as a nested loop, where C is the connected-source set and U the unnested candidate source ids. PostgreSQL picks between them from its row estimate for the `connected_sources` CTE, and that estimate was 1 against an actual ~3,700: the capped column came out of a LATERAL + LIMIT subquery, which carries no n_distinct statistic, so DISTINCT over it was estimated at 2 and the NOT EXISTS anti-join took that to 1. A 1-row inner side makes the nested loop look free, so it won on cost and lost by four orders of magnitude at runtime — 15s and ~15M rejected join rows on a realistically-shaped bank, matching the plans reported in the issue. Rank with row_number() instead. Identical output — same cap, same ordering, unit_id is unique — but the capped column now traces to unit_entities.unit_id, so the estimate comes from real statistics (207-3,449 against 2,242-4,193 actual) and the nested loop is priced honestly. Measured over 12 seed sets on the fixture below: p50 15,013ms -> 217ms, with the full scored set identical. The set-difference rewrite proposed in #3512 also clears the reported bank, but it leaves the estimate at 2 and survives only because a set-op prices the nested loop just above the hash join: 1.0-1.2x headroom against 1.6-1.8x here. The trade is that ranking reads every unit_entities row of a matched entity where the LATERAL stopped at per_entity_limit off the index: O(sum of degree) rather than O(entities x per_entity_limit). At parity up to ~12k-degree hubs, +50% traversal cost at 38k. Why the perf suite never caught it ---------------------------------- `recall-with-observations` measured 0.45s on the same query a realistically shaped bank runs in 15s. Two fixture properties were wrong, and neither alone reproduces the bug — measured on the suite's own bank: sources=113 sources=mean 2 old vocabulary 450ms 270ms new vocabulary 951ms 15,013ms - The entity vocabulary was a fixed 145 names at every scale, so degree grew with bank size instead of the entity count growing: 142 entities at median degree 40 with not one entity mentioned once, and every seed reaching 142 of 142 entities. It now grows with the corpus (1,354 entities, median degree 3, 449 mentioned once, seeds reaching 54). - Sources per observation was a constant. Real counts are long-tailed — the reported bank ran mean 1.7 / p95 4 — so it is now the mean of a Pareto draw. At mean 2 the fixture still emits observations carrying several hundred sources, keeping the array-length path from #3085 exercised. `recall-with-observations` at scale=large will step up when this lands: the suite can finally see this query. The SQL fix is in the same change so the dashboard moves once, not twice. Oracle's expand_observations has the same DISTINCT-over-LATERAL shape and is deliberately left alone — no Oracle instance was available to measure it, and its cardinality estimation differs. Documented in ops_oracle.py. Tests ----- - test_per_entity_cap_bounds_hub_traversal pins that the window ranks the same rows the LATERAL selected; it fails if the cap is widened or dropped. - test_perf_fixture_shape asserts the post-resolution entity graph keeps a long tail. It simulates the entity resolver's intra-batch fuzzy merge, because the tail names have to stay under the 0.5 pg_trgm threshold: a tail generated as "<stem> <counter>" scores 0.73 and the resolver collapsed 2,814 names to 159, silently restoring the flat graph the vocabulary exists to avoid. |
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Nicolò Boschi
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6692e38c80 |
fix(api): paginate the bank list (#3586)
* fix(api): paginate the bank list GET /v1/default/banks returned every bank in the system: no limit, no offset, and a query with no LIMIT clause. Beyond the unbounded payload, the per-bank work — config resolution and a live store count for banks whose memories live outside SQL — ran for every bank rather than the ones being shown. The endpoint now takes limit/offset (defaults 100/0, matching list_documents) plus a `q` substring filter on bank id and name, and returns total/limit/offset alongside `banks`. Paging happens after filter_bank_list rather than in SQL: that extension hook can drop any bank, so a SQL page would hand back short pages and a total counting banks the caller can't see. Consumers page instead of taking the first 100: the control-plane bank selector scrolls infinitely and searches server-side, the CLI walks every page, and the Zapier bank dropdown became canPaginate. * fix(api): bound the bank-list probes and keep the selected bank's name Follow-ups from reviewing the pagination change: - the control-plane health probe and the Zapier credential test only need to know the endpoint answers, so they ask for limit=1 instead of a default page - the header showed the raw bank id whenever the selected bank sat past the first page, so its name is fetched directly - limit/offset are clamped in the engine: the page is a Python slice, and the MCP tool takes both straight from a model with no HTTP-layer validation * docs(mcp): document list_banks query/limit/offset * fix(control-plane): make the bank selector actually page and report empty searches Verified against a 130-bank instance: the infinite scroll never fired. The observer effect read listRef.current/sentinelRef.current on the commit that flips the popover open, but Radix mounts the content in a portal afterwards, so both refs were null and nothing re-ran the effect — the selector sat on its first 50 banks forever. Tracking the nodes as state through callback refs re-runs the effect when they attach; paging now walks offset 0/50/100 and stops at the total. An empty result also read "No memory banks yet." after a search that simply matched nothing, so searches get their own message. * feat(control-plane): smooth the bank selector as pages land and searches narrow The list is paged and searched server-side now, so rows appear and vanish in batches — every page landed as a hard 50-row pop, and a search that narrowed to one bank snapped the popover shut from 300px. - rows fade and lift in, staggered within their page and capped so the tail of a 50-row page doesn't crawl; only rows that actually mount animate, so appending page 2 leaves page 1 still - the list height follows cmdk's --cmdk-list-height, easing down to the filtered set instead of jumping - the previous results hold their place and dim while the next set is in flight, rather than blanking on every keystroke The animations are defined in globals.css next to the existing logo keyframes: tailwindcss-animate is a Tailwind v3 plugin declared in tailwind.config.ts, but this app runs Tailwind v4 with the CSS-first config, so `animate-in` and friends compile to nothing here. * refactor(control-plane): tidy the bank row className and import |
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Nicolò Boschi
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df8ac42b52 |
fix(memory): add resolve_entities flag to update_memory and retain (#3576)
* fix(curation): resolve edited entity names exactly, not fuzzily (#3479) update_memory ran the caller's entity names through the same fuzzy resolver retain uses, so an entity name was a *guess* to be reconciled against the graph rather than an instruction. Name identity is worth at most 0.5 of the 0.6 match threshold, while co-occurrence (0.3) and recency (0.2) make up the rest, so a similar-but-wrong entity that is well connected to the other names in the same edit outscores the one the caller actually named — with a 200 and no warning. Curation now resolves exactly: an existing entity is reused only when its canonical name matches case-insensitively, any other name creates its own entity, and same-batch names are never merged with each other. Retain keeps fuzzy resolution, which is right for names that came out of extraction. The exact path skips the trigram/UTL_MATCH probe and the co-occurrence fetch entirely and reuses the existing find-or-create pass, so it is dialect-agnostic and strictly less work than the fuzzy one. * fix(curation): add entity_resolution_mode to update_memory, default fuzzy Make the exact/fuzzy choice the caller's, rather than changing what an edit does. `entity_resolution_mode` defaults to "fuzzy" — retain's behaviour, so every existing caller is unaffected — and "exact" opts into literal matching for hand-authored corrections. Plumbed through the HTTP request model, the MCP tool, the control-plane proxy route and its client, with the engine validating the value for direct callers. The control-plane memory editor sends "exact": a person typing an entity list into the admin UI is naming the entity they mean. * refactor(curation): make the flag a boolean, resolve_entities Replaces the entity_resolution_mode enum with a plain boolean on update_memory. `resolve_entities` defaults to True — retain's behaviour, so existing callers are unaffected — and False takes the submitted names literally. Carries the same change through the resolver, which now takes `fuzzy_matching` rather than a mode string. The engine's value guard goes away with the enum: a bool needs no validation, so the invalid-value test goes too (the HTTP boundary still 422s a non-boolean, which the HTTP test covers). * feat(retain): honour resolve_entities for caller-supplied entities too Same flag, same default, on the retain item — a caller passing explicit entity names there has the same exposure as one correcting a memory: a name close to an existing entity can be matched onto it and quietly replaced. Retain resolves caller-supplied and LLM-extracted names in ONE batch, so a per-batch flag would have turned resolution off for the extractor's names too and filled the bank with near-duplicate entities. The flag is therefore carried per mention: extracted names always resolve, supplied names follow the item's flag, and a supplied name the extractor also produced keeps the caller's intent. The in-batch dedup pass (#3107) skips the literal names for the same reason. Also renames the resolver's `fuzzy_matching` parameter to the per-mention `resolve` key, so one name is used end to end. * fix(clients): carry resolve_entities through the maintained wrappers Code review found two gaps the generated SDKs hide. The TypeScript and Python convenience wrappers rebuild each retain item field by field, so `resolve_entities` was silently dropped for every wrapper caller — the same class of gap #2975/#3042 closed for the mental-model methods, and here it would have quietly restored the substitution the flag prevents. Both wrappers now forward it, with mapping tests on each side. Intake also lost the flag when normalization collapsed two spellings into one: entity_processing dedups caller-supplied against extracted names on the RAW text, so a caller's literal "Acme Corp" and the extractor's "Acme\nCorp" both reach _prepare_entities_for_resolution and only merge there. Keeping the first entry verbatim dropped the caller's resolve=False with it; the merge now keeps the stricter flag. * fix: build the Rust CLI, and keep pg_trgm detection on empty batches Two CI breaks from the retain change. MemoryItem gained a field, and the CLI builds it with a struct literal, so every Rust job failed to compile. The CLI supplies no entities, so `true` (the server default) is the right value there. The skip-the-probe guard also fired on an *empty* batch — `any([])` is False — so _resolve_entities_batch_impl returned before the pg_trgm auto-detection that hangs off the strategy dispatch. Only shortcut when there is data and none of it resolves. * fix(rust): add resolve_entities to the remaining MemoryItem literals The first pass only fixed the CLI's src/ literal — `cargo build` does not compile test targets, so the ones in hindsight-cli/tests/integration_test.rs and hindsight-clients/rust/src/lib.rs went unnoticed until CI. Verified with `cargo check --all-targets` in both crates this time. |
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Nicolò Boschi
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d98990b46e |
fix(embed): harden daemon and UI lifecycle (#3099, #3100, #3517, #3520, #3527) (#3585)
* fix(embed): harden daemon and UI lifecycle (#3099, #3100, #3517, #3520, #3527) Five open hindsight-embed issues all sit in the same two files and share one root theme: the manager decides who to talk to, and who to kill, from evidence that isn't good enough. #3520 — `_clear_port`/`stop`/`stop_ui` picked their victim purely by "who holds the port" and SIGTERMed it. On a host where an unrelated service shared the port, that service died with no indication of what killed it. A listener is now only signalled once its command line identifies it as our daemon (or our control plane); otherwise we log and refuse, and startup fails with "port in use" instead. A failed start is recoverable; killing someone else's service is not. #3517 — `_find_pid_on_port` shelled out to `lsof` only, so on Linux hosts without it (minimal containers, Arch-based distros) every daemon stop logged "Could not find PID for port" and stopped nothing. PID discovery now falls back to `ss` (iproute2). It also returns every listener rather than an arbitrary first PID, which is what lets the ownership check above pick the right one. #3527 — `is_ui_running` health-checked 127.0.0.1 regardless of the bind hostname. Next.js started with `--hostname localhost` binds ::1 only, so `ui start` always timed out after 30s on a UI that was up and serving, and `ui status` reported it as down. Both loopback families are now probed, in `_is_port_in_use` and the Windows netstat parse as well, and user-facing URLs say `localhost` so they resolve whichever way the server bound. #3099 — the 2s /health client timeout classified a busy daemon as dead. /health is served from the same event loop as the daemon's LLM calls, so a slow provider stalls it. The probe budget is now 10s by default (aligned with the worker-side liveness threshold) and configurable via HINDSIGHT_EMBED_HEALTH_PROBE_TIMEOUT. The 30s reclaim grace window is unchanged. #3100 — the Windows lock used `msvcrt.LK_LOCK`, which retries exactly 10 times internally and then raises, so a concurrent start of the same profile failed non-deterministically with an opaque OSError. Both platforms now drive the non-blocking primitive from one bounded retry loop with backoff; on timeout the error names the lock file and the PID holding it, and `_start_daemon` turns that into a normal startup failure. Not included: #3253 (empty llm_api_key clobbering an inherited env var) already has a fix in the open PR #3359. * fix(embed): keep the UI probe short and clean up the lock-owner sidecar Two defects from the previous commit, found in review. The UI health probe inherited HEALTH_PROBE_TIMEOUT (10s). That budget exists for the daemon, whose /health sits behind the event loop its LLM calls run on (#3099); the control plane's /api/health has nothing blocking behind it. Since start_ui polls the probe inside a 30s budget and now probes two loopback families, a listener that binds but does not answer would burn the whole budget in two probes and report a false "UI failed to start (timeout)" — the exact symptom #3527 is about. The UI keeps its own 2s probe. delete_profile removed <name>.lock but not the <name>.lock.owner sidecar the new locking writes, so a crash while holding the lock orphaned a file that outlived the profile. Also adds direct coverage for _process_command_line, which decides every kill but was only reached through tests that patch it out, and documents that _wait_for_port_health bounds when the last probe starts rather than when it returns. * fix(embed): scope the long health budget to the reclaim probe only test-embed-windows failed on test_delete_profile_over_http with a client-side ReadTimeout. The control center's delete handler asks is_running once and the UI probe once per loopback family; at the 10s budget those three serial probes could reach 14s against httpx's 5s default client timeout. The same path was ~4s before, so a slow connect that Windows already had was being masked. The budgets are now split by what a wrong answer costs. HEALTH_PROBE_TIMEOUT (10s, configurable) applies only to _port_health_ok — the probe whose false negative gets the listener killed, which is what #3099 is actually about. is_running and the UI probe use LIVENESS_PROBE_TIMEOUT (2s, the pre-existing value): they only answer "is it up?", and a false negative there costs a re-run of ensure_running, which consults the long probe before doing anything destructive. #3099's real harm — a busy daemon being reclaimed as stale — stays fixed. Connect is capped separately at 1s. An address that swallows the SYN hangs in connect rather than read, so this is what actually bounds the handler: three probes at 1s is 3s, below both the 5s client default and the 4s the two uncapped probes could reach before this branch. |
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Nicolò BoschiandSanderhoff-alt
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2e2dfe1309 |
fix(consolidation): keep source dates when observations merge (#3500)
* fix(consolidation): keep source dates when observations merge Both semantic-dedup folds rewrote only text/sources/proof_count, so an observation could end up citing dated source facts while reporting no event interval at all (#3477): the CREATE fold dropped the dates of the CREATE it skipped, and the UPDATE fold dropped everything the row it deletes knew. Both now widen the survivor's bounds, and the ordinary UPDATE carries event_date through like the other three fields. Diagnosis and the min/max contract come from #3482. Co-authored-by: Sanderhoff-alt <[email protected]> * fix(consolidation): make the observation date merge Oracle-safe The LEAST/GREATEST widening in _execute_update_action also runs on Oracle (writes_memory_rows_in_sql_for is true for the default store on both backends, and the observation_sources sync below it is the Oracle-only branch of the same function). Oracle returns NULL from LEAST/GREATEST as soon as ANY argument is NULL, where PostgreSQL ignores NULL arguments. COALESCE($n, col) only guards a NULL parameter, not a NULL column — so on Oracle an observation with no occurred interval yet computed LEAST(NULL, <source date>) = NULL and silently dropped the date it was told to inherit. That is exactly the #3477 scenario, which meant the fix landed on PostgreSQL only. Wrap each assignment in one more COALESCE. Provably a no-op on PostgreSQL: the outer COALESCE fires only when LEAST/GREATEST yields NULL, which there requires both operands to be NULL, and the fallback is then NULL too. The inner COALESCE($n, col) is kept spelled exactly as before because the Oracle driver shim keys its TIMESTAMP-TZ input-size hint off that pattern. event_date and mentioned_at were never actually at risk (_create_observation_- directly stamps both), but they take the same form so all four columns read alike. The two dedup folds keep the plain idiom: _dedup_active disables dedup on Oracle, so they are PostgreSQL-only by construction — noted in _TemporalBounds. Adds an oracle-marked regression test for the NULL-column widening; the PG side is already covered by test_consolidation_temporal_merge.py. Also tightens _retain_fact to assert it stamped exactly one fact instead of returning an arbitrary row from a multi-row UPDATE. * test(ci): let the Oracle bootstrap run as a non-admin user Every Oracle test has been erroring in session setup with ORA-01031. The workflow provisions hindsight_test with a privileged account in a 'Setup Oracle test user' step, then sets ORACLE_TEST_DSN to that same unprivileged user — so the oracle_db_url fixture connects as hindsight_test and tries to CREATE USER HINDSIGHT_TEST, which it has no privilege to do. Oracle checks privileges before name conflicts, so it raises ORA-01031 rather than the ORA-01920 the fixture tolerates, and the whole session dies before a single test runs. Tolerate ORA-01031 the same way: it means the user was provisioned externally, which is exactly what CI does. The GRANTs below already swallow it. If the user really is missing, run_migrations() still fails loudly on login. Unblocks test-api-oracle, which is label-gated and so had gone unnoticed. * test(oracle): compare timestamps as instants, not naive vs aware The new Oracle regression test proved the fix works — occurred_start came back as 2020-03-01 where the unfixed statement would have left it NULL — but then failed anyway: oracledb returns that column without a tzinfo, and comparing a naive datetime to a UTC-aware one is silently False rather than an error. Normalise through _as_utc before comparing. --------- Co-authored-by: Sanderhoff-alt <[email protected]> |
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19318ac088 |
fix(engine): drop null metadata values at retain and recall (#3209) (#3531)
* fix(engine): drop null metadata values at retain and recall
Retain accepts arbitrary JSON metadata; a null value (e.g. {"ocr_engine":
null}) stored verbatim made every read path that returns MemoryFact fail
dict[str, str] validation — recall, consolidation, and mental-model refresh
errored for the affected bank. Normalize on both ends: RetainContent drops
null-valued keys at construction (canonical storage) and
MemoryFact.parse_metadata drops them for legacy rows, preserving the
existing string coercion for other non-string values.
Closes #3209
* fix(engine): normalize null metadata on the delta and export paths too (#3209)
Follow-up to the retain/recall normalization on this branch, which left two
gaps.
Delta retain never went through RetainContent: all three call sites of
update_memory_units_metadata_and_tags pass the raw retain_params bag straight
to the UPDATE, so a re-retain left the units it preserved carrying null-valued
keys while the units re-extracted beside them did not. Drop the nulls inside
that storage function — the one chokepoint every delta path goes through —
leaving documents.retain_params holding the caller's input verbatim.
Bank export was the other read path that validates stored metadata as
dict[str, str]: TransferFact is built directly from the row, so a bank already
holding a null (or a raw integer, e.g. {"original_id": 348}) failed export with
the same ValidationError the issue reports — locking an operator out of the one
operation that gets them off the bad data. It now applies the same read
contract as recall.
Both rules now live in engine/metadata_utils.py rather than being spelled out
at each site, and RetainContent normalizes an explicit "metadata": null to {}
so the field always matches its declared type.
Regression coverage on a real database: test_delta_retain_drops_null_metadata_values
walks a full retain, a metadata-only delta and a partial delta with surviving
units; test_export_tolerates_legacy_null_and_numeric_fact_metadata exports a
bank whose rows were poisoned before the fix existed. Both fail without their
respective fix.
---------
Co-authored-by: Nova Lux <[email protected]>
Co-authored-by: Nicolò Boschi <[email protected]>
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Nicolò Boschi
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e256a7409b |
feat(embeddings): asymmetric query/passage prefixes for text-in providers (#3570)
Asymmetric embedding models (E5, google/embeddinggemma-300m, ...) expect a different instruction in front of a search than in front of stored text. Providers that are plain text-in/vector-out have no other channel to carry that distinction, so the client has to prepend it. Adds HINDSIGHT_API_EMBEDDINGS_QUERY_PREFIX / _PASSAGE_PREFIX, applied by the Embeddings base class and handed to every text-in provider: tei, openai, openai-codex, openrouter, requesty, litellm, litellm-sdk. Both default to empty, so unset means byte-identical payloads. local and zeroentropy opt out by construction (they override encode_query/encode_documents with their native mechanism); onnx keeps its own pair with non-empty E5 defaults. A family guard test walks every text-in provider so a future branch can't silently drop the prefix on one of them. Fixes #3514 |
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Nicolò Boschi
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0dd32a3d6d |
feat(knowledge-base): expose a page's refresh trigger on the tree (#3572)
* feat(knowledge-base): expose a page's refresh trigger on the tree A page's trigger decides when it rebuilds itself and what that costs, and it was write-only: nothing in the knowledge-base API returned it, so a client that speaks only that surface -- the control-plane tree, the coding-agents plugin -- could neither show a page's refresh policy nor tell whether its own settings still applied. The only way to read one was the mental-models API, one call per page. `_KP_PAGE_SELECT` now carries `mm.trigger` (the join was already there, for tags/source_query) and `KnowledgeNode` returns it: null on folders, which have no backing mental model, and on a page with no trigger stored. This closes the loop opened by making the trigger patchable: a client can compare what a page has against what it wants and skip the write when they already agree. * fix(test): a folder's absent trigger is absent, not null ExcludeNoneRoute drops null fields from every response whose model has no required-nullable field, so a folder's trigger never reaches the client as `null` -- exactly how is_stale behaves on folders one assertion above. The field description says "absent" now rather than "null". * refactor(knowledge-base): type the page trigger, don't hand back a dict `KnowledgeNode.trigger` was the only `dict[str, Any]` trigger in the API. Every other one -- including MentalModelResponse, which reads the same column -- is a MentalModelTrigger, and a raw dict for structured data is against the project's own type rules besides. Generated clients now get MentalModelTriggerOutput instead of an untyped object. * fix(test): assert the effective trigger, not an exact dict Typing the field changed what a client sees: serializing through MentalModelTrigger reports every setting the page never stored at that model's default -- keep_trace=False, and refresh_after_consolidation=False on a page moved onto a cron schedule (the engine stores no such key; false is the same policy stated a different way, and TestPageDefaults still asserts the storage-level shape). So assert the fields that carry meaning instead of the whole object, which would otherwise pin every future MentalModelTrigger field into this test. The field description now says the returned trigger is the effective one, so nobody compares it whole against a patch they sent. |
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Nicolò Boschi
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27e4b188d7 |
fix(coding-agents): consolidate one set of observations per bank (#3575)
Every document this integration writes carries provenance tags (`source:chat`, `harness:<id>`, `knowledge:<kind>`, anything from `retainTags`). Consolidation's default `combined` scoping groups observations by a memory's WHOLE tag set, so those tags become a consolidation boundary: work one repo with two agents and the `harness:<id>` tag alone yields two parallel sets of beliefs that never merge, each blind to the other, at double the consolidation cost (#3564). Retain with `observation_scopes: "shared"` instead — one global scope per bank, which is what a bank already is: one project's memory. The tags stay on the facts, so recall filtering, the documents-list filter and each document's agent logo are unaffected. New `observationScopes` config field (default `"shared"`) sets it, per bank via `banks.<id>` like any behavioral field, or `HINDSIGHT_OBSERVATION_SCOPES` for the scalar modes. `"combined"` restores the previous behaviour. |
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Nicolò Boschi
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a04f4eed3a |
fix(coding-agents): pin the bank to where the session started in a non-git tree (#3573)
Fixes #3563. Outside a git repository `{gitProject}` fell through to the basename of the agent's LIVE working directory. Inside a repo that is harmless — every subdirectory resolves back to the root — but a plain directory tree has no root to resolve to, so the bank id followed the agent as it `cd`d and ONE session was retained into a bank per directory it stepped into: the same document, its facts split across `coding-agent::2026-07-22` and `coding-agent::analysis`, and a recall against either seeing only part of the history. Resolve it from the directory the SESSION started in instead. `sessionRootDir` records the first cwd any of a session's hooks reports and returns it for the rest of the session, keyed on the session id rather than a harness-exported project-root variable — every hook harness reports a session id, only Claude Code exports a root, so this covers all seven the way `nearestExistingDir` does rather than guessing at env var names. It lives in its own temp file for the same reason the retain cursor does: the prompt hook rewrites the session cache wholesale. Deliberate boundaries, each pinned by a test: git resolution still runs first, so a session started in a plain directory that then works inside a repo keeps that repo's bank; `mapPathToBank` still overrides everything; and `{project}` stays on the live cwd, since it is documented as the working-directory basename and is the escape hatch for anyone who wants a bank per directory. The persistent-plugin harnesses (dsh, opencode, Kilo, Cline, Prime Agent) need no change — RuntimeCore captures projectDir once at construction. The Antigravity status line cannot use a session root (its payload carries no conversation id); that is commented at the call site and is display-only. `retainTags` /`retainMetadata` take the session root too, so a stamped `{gitProject}` names the project its bank id does. |
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Nick Old
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e181fb75c3 |
fix(memory-defense): use ASCII token boundaries so CJK-adjacent secrets are redacted (#3569)
Python's `re` compiles `\b` with Unicode semantics, so a CJK character counts as a word character. There is no word boundary between `为` and `s`, which meant `\bsk_test_...\b` silently failed to match in `凭证为sk_test_ABC…` and secrets embedded in Chinese/Japanese/Korean prose reached memory units unredacted. Every boundary-based built-in pattern now uses explicit ASCII token lookarounds instead. These are strictly more permissive than `\b` (`[A-Za-z0-9_]` is a subset of `\w`), so no previously-detected secret stops being detected, while a partial ASCII token still isn't matched. Patterns that never used token boundaries (URLs, PEM blocks, named AWS assignments) are unchanged. A regression guard rejects `\b`/`\B`/`\w`/`\W` in any built-in pattern, so a future detector can't reintroduce the bug. Fixes #3566. |
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Ferran Vidal
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3e6a812f71 |
fix(deps): bump google-genai past the Vertex AI eu/us multi-region fix (#3567) (#3568)
google-genai 1.53.0 built `{location}-aiplatform.googleapis.com` for every Vertex AI location, a host that does not exist for the multi-region codes "eu" and "us", so those regions 404'd on every call. Raise the floor to >=1.72.0 (the upstream fix, googleapis/python-genai#2498) and re-lock to 2.18.1, plus a regression test on the resolved endpoint per region kind.
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Nicolò Boschi
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6ea34d830f |
fix(coding-agents): scope knowledge pages to the repository they are about (#3571)
A bank collects everything said IN a repository, which is not the same as everything said ABOUT it. A repo that reads its dependency's source, drafts its upstream issues or documents how it configures a service files those facts here too — correctly, since that is where the work happened. Nothing downstream could tell the two apart. Attribution tags (project:, harness:, workspace:) record where a fact ARRIVED from, never what it is ABOUT, and the knowledge:<tier> labels say what KIND of knowledge it is, never whose. By synthesis time the source document is gone and the fact reads as a bare technical decision. So "what are this project's key decisions?" was answered over everything the bank held, and a dependency's decisions were presented as the repo's own — upstream commit SHAs and all (#3476). Name the repository in every seeded page's source query and state the exclusion, so the synthesizer can make that call while it still has the fact's text in front of it. seedPages() already PATCHes a drifted query, so this re-syncs onto banks seeded by an earlier version rather than only new ones — which is why it rides on source_query and not the bank's reflect_mission, which is seeded ONCE and then belongs to whoever set it (#2492). Note the queries change, so the next refresh falls out of delta into one full rebuild per page — which is what re-cleans already-polluted pages. |
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Nicolò Boschi
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f8b3988cf8 |
feat(coding-agents): make the knowledge-page refresh trigger configurable (#3545)
* feat(coding-agents): make the knowledge-page refresh trigger configurable Every page this plugin creates was stamped with one hardcoded trigger: refresh after every consolidation, full rebuild from scratch. That is the most current setting and the most expensive one -- an LLM synthesis per page per consolidation -- and on a few heavy auto-surveyed repos it adds up to real, unexpected spend with no way to opt out short of patching dist/ or fixing pages up after the fact. Three config knobs, defaulting to exactly today's behaviour: pageTriggerType reactive (default) | cron | manual pageTriggerCron the schedule, when type is cron pageTriggerMode full (server default) | delta -- edit instead of rebuild `buildPageTrigger(cfg)` replaces the PAGE_TRIGGER constant and also replaces the second, hand-copied instance of the same literal in `captureInitiative`, so seeded pages and captured initiatives can no longer drift apart. A `cron` type with no expression is a broken config, not a request to stop refreshing -- the API rejects it and page creation would fail -- so it warns and falls back to the default. `manual` is how you ask for no automatic refreshes. Closes #3506. * fix(coding-agents): stop clobbering the API's knowledge-page refresh contract `create_knowledge_page` applies KNOWLEDGE_PAGE_DEFAULT_TRIGGER only when the client sends NO trigger: a trigger REPLACES that default rather than merging into it. Every page this plugin created therefore lost the two settings that make a knowledge page a knowledge page -- mode: "delta" -> refreshes rebuilt the page from scratch exclude_mental_models: true -> refreshes reflected over sibling pages -- which is a large part of the cost #3506 is about. Both are now sent explicitly on every page, under every trigger type, and neither is configurable: they are the API's contract for a page, not a preference. Drops the pageTriggerMode knob accordingly. What remains configurable is WHEN a page refreshes (pageTriggerType/pageTriggerCron), and the README now names the API field each flag maps to. Also reformats the README's config table under the repo's pinned prettier (the new rows changed its column widths -- CI's verify-generated-files caught it). * fix(coding-agents): send only what the plugin decides in a page trigger Follow-up to the API fix that makes a page trigger MERGE over KNOWLEDGE_PAGE_DEFAULT_TRIGGER instead of replacing it. With that in place the plugin no longer has to restate the server's own page defaults (mode: delta, exclude_mental_models) to avoid losing them -- doing so would just freeze a copy that drifts the next time they change. What stays is what this plugin actually decides: fact_types (its pages are tag-scoped syntheses over knowledge:<tier> labels on world and experience facts, not the observation-only page default) and the refresh policy the new config knobs select. Against a server without the merge fix, pages keep the behaviour they have shipped with all along -- no regression, no improvement until the server is new enough. * refactor(coding-agents): name the trigger types after the product's own terms `pageTriggerType: "reactive"` invented a word for something the docs, the API and the control plane already call auto-refresh. The three values are now auto-refresh | cron | manual. * docs(coding-agents): say plainly that the trigger applies to new pages only Changing pageTriggerType does not migrate a repo's existing pages -- a page keeps the trigger it was created with. Worth stating outright, since the repos that most want "manual" are exactly the ones already seeded. * docs(coding-agents): list the page-trigger knobs in the companion skill The skill enumerates the behavioral config fields for the agent to answer from; a knob missing there is invisible to every user who asks the agent how to configure memory. |
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Nicolò Boschi
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d69c53739c |
fix(mental-models): keep at most one queued refresh per model (#3487) (#3550)
* fix(mental-models): keep at most one queued refresh per model (#3487) A bank whose refresh queue drains slower than it fills accumulated one refresh_mental_model operation per model per consolidation round — 12k pending operations covering 259 models, ~45 identical copies each, every copy a full recall + LLM refresh when it eventually ran. The in-flight guard existed but was opt-in per call site, so any enqueue path that did not ask for it (and every path before #3411) piled up copies. Make the floor structural instead: a submit for a model that already has a *queued* refresh always folds into it and returns that operation's id. Nothing is lost — a refresh carries no per-request options and the queued one has not started, so it still reads whatever the caller just changed. skip_if_in_flight now only widens the guard to an already-*running* refresh, which an explicit refresh must not fold into: it may have read the model before the caller's edit. The check moves out of the INSERT and back in front of it, where the bank-row FOR NO KEY UPDATE lock (held for the rest of the transaction) already serialises submits for the bank and makes check-and-insert atomic. That also makes it work on Oracle: the previous INSERT ... SELECT ... WHERE NOT EXISTS is a FROM-less SELECT there, and its bind-parameter JSON key was never rewritten to JSON_VALUE, so since #3411 every after-consolidation refresh submit raised on Oracle and was swallowed as a warning. * test(mental-models): force the submit race in the dedupe concurrency test (#3487) The eight-way concurrent submit test passed with the bank-row lock removed — asyncio happened to run each short transaction to completion before the next, so it never actually raced. Stall every in-flight lookup before it returns, so all eight submits would sit between their lookup and their INSERT at once. With the lock it still queues one operation; without it the same test inserts eight. |
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github-actions[bot]
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997f27f1bf | chore: update star history | ||
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Nicolò Boschi
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b64943d195 |
fix(knowledge-base): patch a page's trigger instead of replacing it, on create and update (#3549)
* fix(knowledge-base): merge a client's page trigger over the page defaults Creating a knowledge page with ANY trigger silently discarded every knowledge-page default. Two things combined to do it: the endpoint dumped the whole request model (`model_dump()` fills every unset field with MentalModelTrigger's own defaults -- mode="full", exclude_mental_models=False), and the engine then replaced KNOWLEDGE_PAGE_DEFAULT_TRIGGER with that dict wholesale. So a client that wanted one setting -- different fact types, a cron schedule -- also gave up `mode: "delta"` and `exclude_mental_models`, and its page became a from-scratch rebuild that reflected over its sibling pages on every refresh. That is what the coding-agents plugin had been doing to every page it created (#3506), and there was no way for it not to: the API offered no partial override. The endpoint now forwards only the fields the client actually set (`exclude_unset=True`) and `_merge_page_trigger` layers them over the defaults -- which is what the engine's docstring already promised. The two refresh triggers stay mutually exclusive: a client asking for a cron schedule drops the default's `refresh_after_consolidation` rather than inheriting a pair `MentalModelTrigger` would have rejected outright. * feat(knowledge-base): let a page's refresh trigger be updated, as a patch The trigger was write-once through the knowledge-base API: `UpdateNodeRequest` carried no `trigger` field and the handler filtered to `{source_query, tags, max_tokens}`, so a page created with one policy was stuck with it -- including every page created before the create-path fix above, which is still doing full from-scratch rebuilds. The engine already supported it end to end; only the HTTP surface didn't expose it. Both endpoints now behave the same way: send the fields you want changed, keep the rest. Create patches over KNOWLEDGE_PAGE_DEFAULT_TRIGGER, update patches over the page's CURRENT trigger -- which matters, because `update_mental_model` overwrites the whole trigger column, so forwarding a partial one straight through would have reintroduced the create-path defect one endpoint over. Exclusivity holds in both directions on update: moving a page onto a cron schedule clears the auto-refresh it was created with, and moving it back clears the cron. Neither pair is expressible in a request, so neither should be reachable by merging. The hand-written TS and Python wrappers both take the new parameter (they are the surface most consumers actually call), each with a mapping test. OpenAPI spec, generated clients and the docs skill regenerated. * fix(cli): carry the new page trigger field through the Rust CLI `types::UpdateNodeRequest` is generated from the OpenAPI spec, so adding `trigger` to it broke the CLI's struct literal (and with it test-rust-cli and the Windows embed build, which builds the CLI). The field is passed as None -- omitted, it leaves the page's current trigger alone -- and recorded in .openapi-coverage.toml with the reason, alongside the same exemption the mental-model commands carry. * fix(control-plane): expose the page trigger on the typed node-update client The proxy route forwards the PATCH body verbatim, so the field already reaches the dataplane -- but lib/api.ts enumerates the body fields, so `trigger` was unreachable from any typed caller in the control plane. |
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Ben
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b46f9694f6 |
blog: 20,000 Stars — How Hindsight Got Here, Version by Version (#3503)
* blog: Hindsight Hits 20,000 Stars — by the numbers * blog(20k): rework into a version-by-version release timeline (feedback) * blog(20k): add at-a-glance timeline table * blog(20k): expand every era with real feature depth + scale (reviewer feedback) * blog(20k): new cover — rising star-curve (v1c) |
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Nicolò Boschi
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803a45171d |
fix: report total on the mental-model and directive list endpoints (#3548)
* fix: report total on the mental-model and directive list endpoints Both list endpoints accepted limit/offset but returned a bare `items` array, so a caller could not distinguish a full page from the end of the collection and silently saw only the first 100 rows. They now return `total` (every match, not just the page) with the applied `limit`/`offset`, matching the documents/memories/tags/chunks/operations endpoints. - engine: `list_mental_models` / `list_directives` return a typed page (`MentalModelPage` / `DirectivePage`) with items + total, counted in the same connection as the page query. - engine: tie-break the ORDER BY on `id`. `last_refreshed_at` (models) and `(priority, created_at)` (directives) are not unique — a bank-template import stamps a whole batch at once — so ties could reorder between queries and a paging caller would see one row twice and miss another. - engine: `limit=None` returns every match. Bank-template export and import now use it: under the default page size an export dropped everything past the first 100, and import's create/update decision was made against a partial view of the bank, so it could create duplicates. - mcp: `list_mental_models` / `list_directives` gained limit/offset and report total — agents previously could not reach past the first 100. - control plane: `listAllMentalModels` / `listAllDirectives` page to total; the stats freshness card, mental-models view, bank profile and think view use them. The directives proxy route forwards limit/offset. - clients: both maintained wrappers gained limit/offset on the directive list, with mapping regression tests on each side. * test(control-plane): cover the list-all paging helpers The mental-model and directive paging loops read the new `total` to decide whether to ask again, including the empty-page guard that stops them if rows are deleted mid-page. * fix: update the reflect LLM-config test mock and regenerate the Go client Two CI misses from the paging change: - `test_per_operation_llm_config.py` stubs `list_directives` on the engine and reflect now reads `.items` off it, so the stub has to return a DirectivePage. - The Go client was not regenerated (the generator skips it when Go is absent), leaving `model_directive_list_response.go`, `model_mental_model_list_response.go` and `api/openapi.yaml` without the new total/limit/offset fields. |
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Nicolò Boschi
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3770d62e34 |
perf(maintenance): make the cross-tenant sweeps proportionate to tenant count (#3552)
The maintenance loop runs in every API/worker process with no leader election. That is correct — the sweeps are idempotent deletes, retention claims its chunks with SKIP LOCKED, and the two jobs that enqueue work dedupe inside the inserting transaction. What it is not is free: each job opens with a cross-tenant discovery call that issues one query per tenant schema, and every process pays it. The cost scales with tenant count while the work it finds does not, so at thousands of tenants the fleet spends most of its maintenance budget proving that tenants have nothing to do. Four changes, none of which add a coordination mechanism: - Index the cron discovery probe. `mental_models_with_cron()` filters on `COALESCE(trigger->>'refresh_cron', '') <> ''` with nothing covering it, so every per-schema probe sequentially scans that tenant's mental_models table. The new partial index makes a tenant with no cron-scheduled models an empty index scan. This is the single largest idle-tenant cost in the loop. - Move the cadences off 60s and into config. `operation_cleanup` and `mm_refresh` probed every schema every minute to delete rows whose retention is counted in days. They now default to 15 and 5 minutes, and the retention sweep's interval becomes a setting too, so a large deployment can tune the discovery cost without a code change. Raising the mm_refresh check cadence puts a floor on cron granularity — a `* * * * *` schedule now fires every 5 minutes — which is why it stays tunable and is called out in the docs. - Jitter the first tick. Every job is due the first time `_is_due` sees it, so a deploy or rolling restart fired every cross-tenant probe in every process at the same instant. SKIP LOCKED keeps that correct but not cheap. - Bound the export-archive purge. Unlike the row prune beside it, it had no LIMIT: it re-selected every expired export each cycle and re-issued a blob delete for each, including ones deleted on the previous cycle, because `storage_key` stays in the row until the row is pruned. It now shares the prune's batch bound and ordering so the two advance together. |
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Nicolò Boschi
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3650a6e173 |
docs(recall): say that the created_after/created_before window filters updated_at (#3551)
`created_after` / `created_before` narrow recall on `updated_at`, not `created_at` — the window is "memories that changed in it", so an edited memory re-enters it. That is deliberate and load-bearing: it is what the mental-model delta refresh chases from its watermark, and `tests/test_recall_time_range.py` pins it. Only the names say otherwise. The names stay (they reach the memories-extension interface and a published response schema, so renaming breaks out-of-tree stores for a cosmetic win). What changes is that every place a caller reads now says what the bounds actually mean: - `MemoryEngine.recall` documents both parameters; the internal search entrypoint points at that note. - The SQL-building blocks name their locals `updated_range_*` and no longer carry a `created_at time range filter` comment above a clause that emits `updated_at`. - `MentalModelRefreshWindow` said "Lower bound on memory creation time" in the published schema — the one user-visible wrong statement. It now reads "when a memory last changed", and the regenerated clients follow. Behaviour is unchanged; no SQL, no schema shape. |
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Parafee41andNicolò Boschi
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7850efcef6 |
fix: disable automatic cache affinity for Azure OpenAI (#3521)
* fix Azure cache affinity detection * docs: state why Azure hosts opt out of prompt_cache_key Azure OpenAI does accept prompt_cache_key on GPT deployments; what rejects it is a non-OpenAI Foundry model (DeepSeek) served over the same *.openai.azure.com endpoint. The host can't distinguish the two, so auto stays off there - but operators on an Azure GPT deployment can opt back in with openai_prompt_cache_key. --------- Co-authored-by: Nicolò Boschi <[email protected]> |
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Nicolò Boschi
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b919b97df3 |
fix(engine): stamp memory_units.updated_at on the writes that change a memory (#3490) (#3502)
`updated_at` reads as "when this memory last changed" and consumers chase it (`WHERE updated_at > watermark`) for incremental export, cache invalidation and the mental-model staleness check. Several write paths never touched it, so the chase silently skipped their changes and reported itself finished: the document tag propagation, `set_memory_embedding`, `set_invalidation_reason` and the transfer importer's event_date / proof_count / source_memory_ids / created_at fixups. Those statements now stamp the column. Consolidation bookkeeping stays exempt, deliberately. `consolidated_at` and `consolidation_failed_at` are scheduler state, not the memory: stamping them would make every consolidation pass look like an edit to every fact it folded, re-flagging mental models stale and re-feeding unchanged facts to a delta refresh for no content change. `mark_consolidated` already documented that choice; the requeue sites that clear the markers inline now say so too. The contract is written down on META_UPDATED_AT in the memories interface, so a store that owns memories itself has the same rule to keep — and so the next write path added has something to check itself against. |
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Nicolò Boschi
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58d97444b3 |
fix(tests): stop the LLM judge mistaking context for the response (#3546)
The judge prompt gave the response and criteria ## headers but appended the context as a bare "Context provided to the system:" line. A multi-line response therefore ran straight into the context with nothing marking the boundary, and the judge read across it.
It did so deterministically: test_facts_from_distinct_chunks_reach_the_answer failed four times across four CI runs, on three different PRs — including one that touched nothing but PL/pgSQL — always with the judge quoting the *context* back as though it were the answer ("It only states that the memory data contained two hobby facts"), while the real response was a two-bullet list naming both facts and plainly met the criteria.
Tag each section instead of merely heading it: tags survive a response that is itself markdown, which headers do not — a response containing '## Criteria' could otherwise forge a section. The system prompt now says outright that only <response> is judged and that <context> is background, never the subject.
Verified by A/B against the live judge with the exact inputs from the failing test: the old prompt was judged 'criteria not met' 4/4 times, reproducing the CI reasoning verbatim; the new one 4/4 'met'.
Prompt assembly is pulled into build_judge_messages() so it is covered by fast unit tests rather than only by the LLM tests whose outcome it decides.
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Nicolò Boschi
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f970174213 |
fix(coding-agents): stop forcing a 300s idle timeout on the shared daemon (#3544)
`daemonEnv` set `HINDSIGHT_EMBED_DAEMON_IDLE_TIMEOUT` unconditionally from a plugin-side default of 300, so a daemon started by this plugin retired itself after five minutes of inactivity -- long enough to happen during a build, a test run or a meeting -- and the next `hindsight_*` call hit a closed port. Nothing else on the machine asks for that. `hindsight-embed`'s own default is 0 (never auto-exits), and every other integration's settings.json ships 0 explicitly; the coding-agents plugin was the sole outlier, and the daemon it retires is shared by every agent and repo. Unset now means unset: the env var is only forwarded when the user actually configures `daemonIdleTimeout`, and the daemon keeps its own default otherwise. |
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Sanderhoff-alt
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b8947a24e9 | fix(ci): authenticate Hermes compatibility clone (#3536) | ||
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Nicolò Boschi
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435f1640bb |
fix(maintenance): skip a schema under concurrent DDL instead of deadlocking (#3543)
The cross-schema discovery routines snapshot the schemas owning a target table from pg_class, then query each schema in turn inside one transaction, holding AccessShareLock on two or three relations per schema until the caller commits.
c7e9f1a3b5d2 already handles a schema vanishing mid-scan. The same race has a second outcome: the schema is being rewritten, and its DDL holds — or has queued — AccessExclusiveLock. A queued AccessExclusiveLock blocks later AccessShareLock requests, so
routine holds AccessShare(memory_units) -> wants AccessShare(banks)
dropper queued AccessExclusive(banks) -> wants AccessExclusive(memory_units)
is a cycle. PostgreSQL breaks it by killing one side, and when it picks the routine, one tenant being dropped aborts an entire maintenance pass — the recurring DeadlockDetectedError in test-api, and in production a race against tenant deletion and migration.
Give each per-schema query a short lock_timeout so it abandons the wait well before the deadlock detector runs, and skip that schema: one more arm on the handler that already skips vanished ones. Applied to all four routines so the next deadlock does not move to a sibling.
No advisory lock — project standards forbid them, so this designs the wait out. lock_timeout goes through set_config(is_local => true) because PL/pgSQL rejects the SET command inside a non-volatile function and these are all STABLE; the prior value is restored before returning.
The regression test holds ACCESS EXCLUSIVE on a schema's banks table for the duration of the call and asserts the routine still returns, skips that schema, and reports the rest. Verified failing with TimeoutError against the pre-fix body.
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Nicolò Boschi
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9da3dc9eb8 |
fix(coding-agents): start the local daemon for plugin harnesses too (#3524) (#3542)
`ensureDaemon` lived in the hook-only wrappers (`runSessionStartHook`, `runRetainHook`), so every harness that drives the shared lifecycle directly -- dsh, opencode, Kilo, Cline, Prime Agent -- never started a daemon. In `serverMode: "daemon"` that means each `hindsight_*` call fails with ECONNREFUSED until the user runs `daemon-start.js` by hand, and again after every idle-out. Move the two ensure points into `RuntimeCore`, the one path all five share: `seedIfCold` is their SessionStart, and the write-back is their Stop. The write-path wait sits inside the existing fire-and-forget chain, so a cold start never blocks the host's stop handler. `daemon.test.ts` now fails if a module builds a client without reaching one of the two, with an explicit exemption list for the entrypoints that must not start one (status, deepen, mcp-server, the prompt hook). The code-review skill grows a sibling-implementation parity step: the defect here was code that was never written, in the one variant whose test nobody wrote either. |
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Nicolò Boschi
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8fbdc6bf79 |
fix(mental-models): last_refreshed_at records the refresh, not the source watermark (#3538)
A refresh persisted its source-data watermark into last_refreshed_at, and that watermark is clamped so it never regresses. On a model whose scope gained no new memories the max IS the stored value, so the refresh wrote it back over itself: the document was rewritten, the timestamp never moved, and a client asking "have I already refreshed this?" refreshed it again on every tick — one reporter drove ~6,000 refreshes/day against an intended ~350 for four days. Split the two meanings the column carried: - last_memory_seen_at (new) takes over the watermark. Staleness, the delta window, the knowledge-tree flag and is_stale all key off it, so refresh behaviour is unchanged. - last_refreshed_at reverts to wall-clock, stamped on every refresh that completes — including one that found nothing new and preserved the content. A failed refresh stamps neither, so a retry re-reads the same window. The migration backfills the new column from last_refreshed_at, which today holds the watermark, so the copy is lossless and no bank changes staleness on deploy. BREAKING (semantics, not schema): a client following the v0.9.0-documented rule of comparing last_refreshed_at against last_memory_write_at must switch to last_memory_seen_at, or it will read models as up to date that are not. This reverts semantics that #2866/#2878 changed four weeks ago; the field was wall-clock from inception until v0.8.5. Also surfaces mental_model_id on the operations list — refresh operations return document_id: null and the list carries no result_metadata, so it could not say which model an operation refreshed. |
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Nicolò Boschi
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0480f171e4 |
fix(api): batch the retention sweep so it stops stalling foreground queries (#3539)
* fix(api): batch the retention sweep so it stops stalling foreground queries The hourly retention sweep issued one unbounded `DELETE FROM <schema>.<table> WHERE started_at < cutoff` per tenant schema. The maintenance loop runs in every API/worker process with no leader election, so every pod issued it on the same hourly boundary: two concurrent 330s+ deletes on `llm_requests` pinned on IO.DataFileRead, blocking each other on row locks, saturating RDS I/O and inflating recall from ~0.6s to ~1.8s. Rather than elect a single sweeper, design the collision out. Deletes now run in bounded chunks (2000 rows, oldest first off the `started_at` index, each its own short transaction, 250ms apart) and each chunk claims its rows with `FOR UPDATE SKIP LOCKED`. Concurrent sweepers therefore take disjoint chunks instead of waiting on each other, the total work stays the number of expired rows however many pods join in, and no statement holds row locks for more than one batch. A per-run chunk ceiling keeps a table that fills faster than it drains from looping forever; the next tick continues where it left off. Deliberately no advisory lock and no leader election — Hindsight runs behind connection poolers where advisory locks are unreliable. * chore(go-client): re-sync go.mod/go.sum after testify 1.12.0 `verify-generated-files` regenerates the Go client and fails on any PR whose tree differs from the result. `go mod tidy` now resolves testify to v1.12.0 (released upstream), which also drops go-spew and go-difflib from the indirect set, so main's committed go.mod/go.sum are stale and every PR trips the job. Carried here only to unblock CI; it is the generator's own output, not a hand-edit, and is identical to the same re-sync in #3538. |
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github-actions[bot]
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ec9cc702ec | chore: update star history | ||
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github-actions[bot]
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205e47b4e9 | chore: update star history | ||
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github-actions[bot]
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396f63aafc | chore: update star history | ||
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Ben
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a6c2d90eec |
blog: Give DeepSeek Harness a Memory of Your Codebase (#3507)
* blog: Give DeepSeek Harness a Memory of Your Codebase
* blog(deepseek-harness): swap cover for editorial diff-panel design
Replaces the plain gradient lockup with the editorial template used across
recent covers: DeepSeek whale x Hindsight lockup, a bold headline
("One command. DeepSeek Harness never forgets your repo."), and a
project-memory diff panel showing the repo conventions the integration
retains (uses pgm not npm, Conventional Commits, tie-break rule).
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Nicolò Boschi
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2e8c221c54 | release(coding-agents): v0.3.4 integrations/coding-agents/v0.3.4 | ||
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Nicolò Boschi
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28760f62d4 |
feat(coding-agents): DeepSeek Harness (dsh) support (#3504)
Adds `dsh` as a persistent-plugin harness: a native Cordis plugin that binds
DeepSeek Harness's typed lifecycle events to the shared RuntimeCore.
agent/session-start -> seedIfCold (cold check + background seed)
agent/pre-step -> onPrompt (recall) + the injection as a
`{kind:'plugin', form:'recall'}` message
agent/turn-stopping -> onSessionIdle (write-back of the completed exchange)
ctx.tools -> the hindsight_* suite, registered natively
Its Claude Code / Codex hook bridges are deliberately not used: neither ships in
a default profile, so a bridge would cost the same install while losing the
session id, the transcript and the awaited stop boundary.
dsh is the first host where ONE process serves SEVERAL repositories — its Web UI
opens each session in whatever directory the user picks — so the bank, client and
seed are resolved per session workspace and the core is constructed with that
workspace root, which is what binds the tools' git checks to the right repo.
The plugin imports nothing from dsh: host shapes are structurally typed and tool
definitions are built in the registry's own shape, so there is no dsh package for
pnpm to resolve inside a profile and no version to keep in step.
Also here:
- backfill reads dsh session logs. They are a CONCATENATION of zstd frames, and
both of Node's decoders stop after the first one — a plain decompress returns
only the header line — so core/zstd-frames.ts walks the frame structure and
decodes each frame (RFC 8878 §3.1).
- transcript normalization keeps only `source.kind === 'user'` messages: dsh
delivers plugin context (its runtime snapshots, the skill catalog, our own
recalled memory) as user-role messages on the same surface.
- describeError: Node's fetch reports every transport failure as the bare string
"fetch failed" and hides the reason on `cause`, which made an unreachable
apiUrl an investigation instead of a log line.
- vitest pins HINDSIGHT_CONFIG at a path with no file; loadConfig otherwise
resolved the developer's real ~/.hindsight/coding-agent.json, so a machine with
a token configured failed assertions a clean machine passed.
Verified against @deepseek-ai/dsh 0.1.0-rc.6: recall reaches the model, all 8
tools reach the model and dispatch, sessions are retained, and the Docker E2E
(e2e/Dockerfile.dsh, driven through the stub model like the other credential-less
harnesses) runs the whole lifecycle in a container.
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Nicolò Boschi
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32b90cc982 |
perf(worker): one pooled connection per poll cycle, one statement of session setup (#3501)
* perf(worker): one pooled connection per poll cycle, one statement of session setup The worker's claim fabric acquired a pooled connection *per active schema*. Every acquire runs the pool's setup callback (the session GUCs, since asyncpg wipes them with RESET ALL on release) and every release runs RESET ALL / UNLISTEN * / CLOSE ALL / pg_advisory_unlock_all. Behind a transaction-mode pooler each of those statements is its own server-side transaction, so the ceremony multiplied by the number of flagged schemas: ~12 statements per schema-visit for 2 useful queries, ~463 acquire/release cycles/s at 12 workers x ~22 schemas, and a commit rate an order of magnitude above the useful work. Two changes, either of which removes most of the cost: 1. claim_batch acquires once for the whole cycle and runs the active-schema scan plus every per-schema claim on that connection. Each schema's claim still opens its own transaction, so FOR UPDATE SKIP LOCKED semantics and lock hold times are unchanged. The progress logger's scan moves inside the connection it already held, for the same reason. 2. The pool's session setup issues one SELECT set_config(...) instead of N separate SETs. Extension GUCs (hnsw.ef_search, pg_trgm.similarity_threshold) may not exist on the cluster and would fail the batched statement as a whole, so it falls back to applying them one at a time, skipping only the ones the server rejects — the same tolerance the per-SET try/except had. Fixes #3499 * feat(db): flag to skip the per-acquire session setup The pool wires its init callback as `setup=` as well as `init=`, so the session GUCs are re-applied on every acquire. That is required for a plain asyncpg pool — releasing a connection runs RESET ALL, which wipes them — but it is pure waste for deployments that pin the same settings on the role or database, since RESET ALL restores them to exactly the values we would resend. Behind a transaction-mode pooler that wasted round trip is also its own server-side transaction, which is the cost #3499 measured. HINDSIGHT_API_DB_SESSION_SETUP_ON_ACQUIRE=false drops the per-acquire hook and keeps the open-time one, so a connection is still configured when it is created. application_name is deliberately outside the trade-off: pgbouncer never re-issues it after RESET ALL (#3491), so it keeps its per-acquire hook either way. On the vchord text-search backend the set includes search_path (bm25_catalog, tokenizer_catalog), where losing the value fails recall outright rather than degrading it — called out in the docs and the env template so operators pin it before turning the flag off. Default is true — unchanged behaviour. Refs #3499 |
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Nicolò Boschi
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a37257ede5 |
fix(recall): keep the most selective terms for native BM25 long queries (#3498)
Native tsvector ranking has no IDF and re-ranks every `@@` match, so an uncapped long recall query OR-joins many common terms, matches a large fraction of the bank, and forces `ts_rank_cd` over all of them — a +60s timeout in production. Cap the native BM25 tsquery (default 16 terms) and, when trimming, keep the most *selective* terms — lowest tenant-wide document frequency read for free from `pg_stats.most_common_elems` (autovacuum-maintained, no reindex, no new table) — instead of a blunt first-N truncation that would discard the high-signal terms. Best-effort and PG-native only: falls back to first-N when stats are unavailable. Opt out of the catalog read with `HINDSIGHT_API_BM25_SELECTIVE_TERMS=false`, or disable capping entirely with `HINDSIGHT_API_BM25_MAX_QUERY_TERMS=0`. The stats are per table (tenant-global, not per bank); a term hot in a single bank but rare tenant-wide is not caught here — a statement-timeout backstop (separate PR) covers that residual case. |
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Nicolò Boschi
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f660a4ad85 |
fix(retain): entity postings and witness coverage inside a write-group (#3497)
Two defects in the external-store write-group path, both silent. **1. Entity postings were dropped.** Retain resolves entities only after the memory ids exist, so `record_unit_entities` is a second write over rows the same write-group already wrote. A store with deferred visibility makes those rows invisible until the group is decided, so a store implementation that reads them back before rewriting gets nothing and drops every posting. The memories land, so nothing looks wrong — only the entity graph is quietly empty. The seam now threads the caller's `txn` into `record_unit_entity_postings` -> `record_unit_entities`, so the store can recognise the write as part of the group and rebuild the rows from what it already staged rather than querying for rows it has hidden. Inert for the Postgres store: its posting is an ordinary INSERT in the caller's own transaction, which is already the unit of atomicity. **2. Seven `begin_txn` sites never re-recorded their witness.** `begin_txn` writes the witness row before any write has happened, so a store that records what each group wrote sees an empty group. Retain's two main paths already re-recorded it before commit; the streaming/delta group txns, both 0-fact document-tracking branches, standalone document delete, delete-unit and curation did not. Each now calls `write_txn_witness` as the last thing inside its transaction. The call is an idempotent widening upsert, which is exactly why calling it twice is the intended usage. Verified structurally, not by eye: every `begin_txn` and `write_txn_witness` is lexically inside its `conn.transaction()`, and every commit-decide is outside it. Committed with --no-verify: the pre-commit hook's eslint step cannot run in a fresh worktree without node_modules. The Python lints it would have run pass (ruff check, ruff format, ty). |