* test(documents): cover clearing a document's tags with an empty array
The tags PATCH replaces the array rather than merging it, so `tags: []` is how
a caller drops every tag. Every guard on that path is written `is not None`
rather than a truthiness check so the empty list survives it, but nothing
exercised it: a regression to `if tags:` would have turned a clear into a
silent no-op and a 200.
Adds an engine test (clears the document's tags and its units', runs the same
observation-invalidation cascade, and is a no-op when repeated) and an HTTP test
(PATCH `{"tags": []}` is 200, an omitted `tags` is still 422).
* docs(documents): say that the tags PATCH replaces the array
The endpoint description and the docs page both said only that tags are
"propagated to all associated memory units", which leaves the question a caller
actually has — does sending a tag ADD it, and how do I drop one — unanswered.
The replace semantics were documented in exactly one place: two comments in the
CLI tab of the docs page, which an API or SDK user never reads.
States it where they will see it: the array replaces rather than merges, an
omitted tag is dropped, `[]` clears them all, and only an omitted FIELD is the
422. Regenerates the spec, the clients and the docs skill.
* fix(documents): skip the retag cascade when a tags PATCH changes nothing (#3912)
`update_document` never compared the incoming tags to the ones the document
already carries — the path was `if tags is not None:`. So a PATCH re-sending an
identical tags array, which is exactly what an idempotent tag-normalisation
sweep does on every run after its first, paid the full retag cascade for a write
that changes nothing.
That cascade is not cheap and is not meant to be: it deletes every observation
built over the document's memories and then resets `consolidated_at` on each of
those observations' OTHER sources. Both halves are required for correctness —
consolidation scopes a memory by its tag set, so an observation formed under the
old tags is no longer valid, and deleting it strands the co-sourced memories it
carried unless they are requeued. The consequence is that the blast radius of
one PATCH is the co-source degree of the affected observations, not the
document's own memory count, and a sweep multiplies that by its document count.
Read the current tags before overwriting them and compare as SETS —
consolidation scopes by tag set, so a reordered array changes nothing it can
observe. When the set is unchanged, skip the memory-unit retag, the observation
deletion, the source requeue and the consolidation submit. A tag set that
differs at all still runs the cascade unchanged; tags that could not be read
(document absent, or a store record not carrying them) are never treated as
unchanged, so a real retag is never silently skipped. Both the SQL and
store-owned branches are covered.
Also drops a redundant `get_document_record` round-trip on the store-owned path,
which the new pre-read already fetched.
Tests: a repeat PATCH leaves the observation and every co-source consolidated; a
reordered array is not a change; a superset still invalidates; and a real retag
stamps `memory_units.updated_at` while a no-op leaves it alone.
* chore(docs-skill): regenerate for the documents.mdx re-consolidation note
The bundled hindsight-docs skill is generated from hindsight-docs/docs/**;
verify-generated-files caught references/developer/api/documents.md drifting
from the callout edited in the previous commit.
Claude-Session: https://claude.ai/code/session_018HDqrzHgqZqsGc7EDqoTEu
* feat: independent versioning for integrations
- Add per-integration changelog pages at /changelog/integrations/<name>
- Move main changelog to changelog/index.md (URL unchanged)
- Add --integration flag to generate-changelog for LLM-based per-integration changelog generation
- Add scripts/release-integration.sh <name> <version> for cutting integration releases
- Add .github/workflows/release-integration.yml to publish on integrations/** tags
- Remove integrations from main release.sh and release.yml cycle
* fix: add agno and hermes integration docs to version-0.4 for production build
* chore: apply ruff formatting to generate_changelog.py
* feat: add 4-tab code parity across all documentation examples
Every code snippet Tabs block now has Python, Node.js, CLI, and Go variants.
Raw HTTP/curl tabs replaced with proper SDK calls.
New example files:
- Go: retain.go, recall.go, reflect.go, memory-banks.go, directives.go,
mental-models.go, documents.go, main-methods.go
- Shell: memory-banks.sh, directives.sh, mental-models.sh
- Node.js: mental-models.mjs
Extended example files with missing sections:
- recall.mjs/sh: world/experience/observation types, token-budget, all tag modes
- reflect.sh: reflect-with-params, reflect-disposition, reflect-sources, reflect-with-tags
- reflect.mjs: reflect-with-tags, fixed reflect-sources API usage
- retain.mjs/sh: retain-conversation, retain-batch, retain-files-batch
SDK/CLI additions:
- TypeScript: getMentalModelHistory method
- CLI recall: --tags, --tags-match flags
- CLI reflect: --tags, --tags-match, --include-facts flags
- CLI directive update: --is-active flag
- CLI bank set-config: --retain-mission, --retain-extraction-mode,
--observations-mission, --reflect-mission, --disposition-* flags
Build validation:
- scripts/check-code-parity.mjs validates 4-tab parity across all MDX files
- Integrated into npm run build — fails if any Tabs block is missing a variant
* fix: fix doc examples for Go, Node.js, CLI + add mental model with-id examples
- Fix Go Budget constants: BUDGET_HIGH/LOW/MID → HIGH/LOW/MID
- Fix Go documents.go: ListDocuments returns []map[string]interface{}, use map access
- Fix Go retain.go: use correct relative path for sample.pdf
- Fix Node.js createMentalModel: use positional args (name, sourceQuery) not object
- Add CLI 'history' subcommand for mental models (api.rs, main.rs, mental_model.rs)
- Rebuild TypeScript/Python clients to support id param in createMentalModel
- Add create-mental-model-with-id examples across all 4 languages and docs
* fix: move id param to end of create_mental_model signature for backwards compat
* feat: add update document tags endpoint with observation invalidation
Adds PATCH /v1/default/banks/{bank_id}/documents/{document_id} to change
tags on a document without re-processing content.
- Updates tags on the document and all associated memory units atomically
- Invalidates observations derived from the document's memory units
- Resets consolidated_at on the document's own units for re-consolidation
- Also resets consolidated_at on co-source memories from other documents
that shared those observations (matching delete_document behavior)
- Triggers async consolidation when observations are invalidated
- 9 new tests covering all invalidation scenarios
UI: adds inline tag editor to the document detail panel in the control plane
Docs: new "Update Document Tags" section in documents.mdx with Python/JS examples
* refactor: simplify UpdateDocumentTagsResponse to {success: true}
* refactor: make PATCH /documents generic update_document endpoint
Renames update_document_tags → update_document (engine + HTTP + clients + UI).
Currently only tags are supported; the structure is open for future fields.
Tags are the only field with side effects (observation invalidation + re-consolidation).
* feat: add Pydantic AI integration to CI, release pipeline, and docs
- Add test-pydantic-ai-integration job to CI (test.yml)
- Add build, publish, and artifact steps to release workflow (release.yml)
- Add hindsight-integrations/pydantic-ai to release.sh version bumping
- Add Pydantic AI documentation page (sdks/integrations/pydantic-ai.md)
- Add Pydantic AI entry to sidebar with icon
* docs: remove Requirements section from pydantic-ai integration page
* feat: add tags filtering and fix offset pagination docs for list documents API
- Add `tags` and `tags_match` query params to GET /banks/{bank_id}/documents
- Supports any, all, any_strict, all_strict matching modes (default: any_strict)
- Fix `q` param description — it's a case-insensitive substring match on document ID only
- Add tests for offset pagination and all tags_match modes
- Regenerate OpenAPI spec and Python/TypeScript/Go clients
- Document the new filtering options in docs/developer/api/documents.mdx
* fix(cli): pass new tags/tags_match args to list_documents
* Fix main-methods.py: entities is a dict, use .items() and .canonical_name
* Migrate docs to use CodeSnippet components
- Convert quickstart.md, retain.md, recall.md, reflect.md, memory-banks.md to .mdx
- Use CodeSnippet to pull code from validated example scripts
- Add missing 'name' parameter to create_bank calls
- Fix main-methods.py entities iteration (dict not list)
- Remove retain-new.mdx demo file
* Migrate existing docs to match testing pattern with code snippet and add CLI tests to the CI
* Fix doc-id issue + add main-method tests
* CLI fixes
* Update openAPI json
* Fix rust build issues
* increase sleep time for Hindsight to process the document
* Added a polling sleep instead of fixed
* Delete immediately fails, so create the doc a earlier in the test to get the doc ready
* Add debug logs
* Remove debug logs
Nicolò Boschi