Commit graph

118 commits

Author SHA1 Message Date
Ben
61b01cc040
blog: add n8n persistent memory workflows post (#585)
* blog: add n8n persistent memory workflows post

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* blog: add cover image for n8n memory workflows post

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* blog: update n8n cover image

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* blog: remove broken screenshot references from n8n post

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* blog: add Hindsight Cloud option and n8n Cloud guidance

- Add Cloud vs self-hosted setup paths in Step 1
- Show both Cloud and self-hosted URLs for retain/recall/reflect nodes
- Note that Cloud eliminates the localhost IP gotcha
- Mention n8n Cloud compatibility (requires Hindsight Cloud or public endpoint)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* blog: update n8n post date to 2026-03-16

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* blog: update n8n post with optimized content and fix accuracy

- Use optimized version of the blog post
- Fix blog cross-links to use date-prefixed URLs
- Fix retain response to match actual API (success, bank_id, items_count, async)
- Fix recall response to match actual API (text, type, entities — not confidence/source)
- Update title to "How to Add Persistent Memory to n8n Workflows"

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* blog: update n8n post title

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-16 14:56:56 -04:00
Ben
bd6348aa08
blog: add disposition-aware agents post (#566)
* blog: add disposition-aware agents post

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-13 17:53:27 -04:00
Nicolò Boschi
c7db770281
doc: add 0.4.18 release blog post (#567)
* doc: add 0.4.18 release blog post

* doc: include changelog and blog image for 0.4.18
2026-03-13 16:00:59 +01:00
Nicolò Boschi
5fdb0e863f Release v0.4.18
- Update version to 0.4.18 in all components
- Regenerate OpenAPI spec and client SDKs
- Python packages: hindsight-api, hindsight-dev, hindsight-all, hindsight-litellm, hindsight-crewai, hindsight-pydantic-ai, hindsight-embed
- Python client: hindsight-clients/python
- TypeScript client: hindsight-clients/typescript
- Rust CLI: hindsight-cli
- Control Plane: hindsight-control-plane
- OpenClaw integration: hindsight-integrations/openclaw
- AI SDK integration: hindsight-integrations/ai-sdk
- Chat SDK integration: hindsight-integrations/chat
- Helm chart
- Sync documentation to version-0.4
2026-03-13 15:21:03 +01:00
Nicolò Boschi
5de793eec7
feat: compound tag filtering via tag_groups (#562)
* feat: add compound tag filtering via tag_groups

Adds tag_groups to RecallRequest and ReflectRequest to express arbitrary
boolean tag predicates: leaf {tags, match}, and/or/not compounds.
Top-level groups are AND-ed. Existing tags/tags_match unchanged.

Examples:
  Step filter AND user scope:
    tag_groups: [{tags: ["step:5","step:8"], match: "any_strict"},
                 {tags: ["user:alice"], match: "all_strict"}]
  Exclusion:
    tag_groups: [{tags: ["user:alice"], match: "all_strict"},
                 {not: {tags: ["archived"], match: "any_strict"}}]

- Recursive SQL builder (build_tag_groups_where_clause) threads through
  all 4 retrieval strategies (semantic/BM25, temporal, graph, MPFP)
- Python-side filter (filter_results_by_tag_groups) for post-traversal
- 22 new unit tests
- OpenAPI spec + all clients regenerated (Rust, Python, TypeScript, Go)

* fix: add tag_groups: None to Rust CLI struct initializers

* fix: add tag_groups: None to Rust client test RecallRequest initializer

* feat: reject tags+tag_groups together, add tag_groups integration tests

- Add model_validator to RecallRequest and ReflectRequest that returns 422
  when both `tags` and `tag_groups` are set (mutually exclusive)
- Add 5 integration tests for tag_groups compound filtering:
  * validation: 422 when both fields are set
  * AND filter: two leaf groups (step scope AND user scope)
  * OR compound: user:alice OR user:bob
  * NOT compound: user:alice AND NOT archived
  * Nested: user:alice AND (step:5 OR step:8)

* ci: trigger CI run
2026-03-13 14:30:11 +01:00
Nicolò Boschi
06200f1752
docs: revamp sidebar with icon grids and language support (#563)
* docs: revamp sidebar with icon grid components and language support

- Merge Clients and Integrations sections into the developer sidebar
  (removed top-level SDKs navbar item)
- Reorder sidebar: Architecture → API → Clients → Integrations → Hosting
- Unify icon system using react-icons (LuXxx/SiXxx) via customProps.icon
- Add uppercase section titles with increased spacing and reduced indentation
- Rename Node.js → "JavaScript / TypeScript" with TypeScript icon
- Add reusable IconGrid and SupportedGrids components (ClientsGrid,
  IntegrationsGrid, LLMProvidersGrid)
- Use grids in FAQ, Models, Overview, and Quick Start pages
- Convert developer/index.md, models.md, faq.md to MDX for JSX support

* fix: use inline style for label color to prevent link color inheritance

* fix: label visibility and rename JavaScript/TypeScript to TypeScript

* feat: add HTTP client to grid and OpenAI Compatible to LLM providers grid
2026-03-13 14:12:42 +01:00
Ben
a01bb18bc4
blog: Time-Aware Spreading Activation for Memory Graphs (#547)
doc: add blog post on time-aware spreading activation for memory graphs
2026-03-12 12:55:14 -04:00
Ben
5b360c83d2
doc: Run Hindsight with Ollama: Local AI Memory, No API Keys Needed (#536)
* doc: add run-hindsight-with-ollama blog post
2026-03-11 11:39:59 -04:00
Nicolò Boschi
00ac3d8834
doc: add 0.4.17 release blog post (#538) 2026-03-10 17:40:10 +01:00
Nicolò Boschi
2191654b1f Release v0.4.17
- Update version to 0.4.17 in all components
- Regenerate OpenAPI spec and client SDKs
- Python packages: hindsight-api, hindsight-dev, hindsight-all, hindsight-litellm, hindsight-crewai, hindsight-pydantic-ai, hindsight-embed
- Python client: hindsight-clients/python
- TypeScript client: hindsight-clients/typescript
- Rust CLI: hindsight-cli
- Control Plane: hindsight-control-plane
- OpenClaw integration: hindsight-integrations/openclaw
- AI SDK integration: hindsight-integrations/ai-sdk
- Chat SDK integration: hindsight-integrations/chat
- Helm chart
- Sync documentation to version-0.4
2026-03-10 17:18:35 +01:00
Nicolò Boschi
dcaacbe407
feat: add manual retry for failed async operations (#537)
- API: POST /v1/default/banks/{bank_id}/operations/{operation_id}/retry
  resets status to pending so the worker re-executes the task
- UI: Retry button on failed operations in the operations view
- Control plane proxy route + ControlPlaneClient.retryOperation()
- Updated OpenAPI spec, all generated clients, and operations docs
2026-03-10 17:16:11 +01:00
Ben
7bcf26097c
doc: Your Pydantic AI Agent Forgets You After Every Run. Fix It in 5 Lines. (#531)
* doc: add pydantic-ai-persistent-memory blog post

* doc: update Pydantic AI blog cover image

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* doc: SEO-optimized rewrite of Pydantic AI blog post

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-09 16:39:20 -04:00
Nicolò Boschi
f7a60f898d
feat: filter operations by type + fix stale auto-refresh closure (#522) (#527)
* feat: filter operations by type + fix stale closure in auto-refresh

- Add `type` query param to GET /operations endpoint and engine layer
- Add operation type dropdown filter in Background Operations UI
- Fix auto-refresh interval using stale statusFilter/offset closure by
  adding filter state to useEffect deps and wrapping loadOperations in
  useCallback (fixes #522)
- Regenerate OpenAPI spec and all SDK clients

* fix: update Rust CLI list_operations call with new type parameter
2026-03-09 13:17:00 +01:00
Nicolò Boschi
1b4ad7f435
feat: change tags for a document (#517)
* 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).
2026-03-07 09:00:13 +01:00
Ben
d9d7021a49
doc: Upgrading OpenClaw's Memory with Hindsight (#515)
* doc: add adding-memory-to-openclaw-with-hindsight blog post

* doc: update OpenClaw blog cover image

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* doc: update OpenClaw blog title

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* doc: add Hindsight Cloud note to external API section

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-06 12:35:12 -05:00
Nicolò Boschi
e2baca8bfe
feat: mental model history tracking and UI diff view (#516)
* feat: mental model refresh history tracking and UI diff view

- DB migration: add history JSONB column to mental_models table
- Track previous content on each refresh in update_mental_model
- Add get_mental_model_history() engine method
- New GET /mental-models/{id}/history endpoint
- Control plane proxy route and getMentalModelHistory() in api.ts
- MentalModelDetailModal: add History tab with lazy loading, carousel
  navigation (left=older, right=newer), word-level content diff view

* fix: resolve alembic migration head conflict for mental model history

* feat: mental model history tracking, side-by-side diff UI, and config flag

- Track content changes on every mental model update/refresh (persisted in JSONB history column)
- New GET /mental-models/{id}/history endpoint returning changes most-recent-first
- Side-by-side diff view in History tab (Before/After columns, line-level highlights)
- Actions dropdown in detail panel (Edit, Refresh, View History, Delete)
- HINDSIGHT_API_ENABLE_MENTAL_MODEL_HISTORY config flag (default: true)
- Also adds missing HINDSIGHT_API_ENABLE_OBSERVATION_HISTORY to configuration docs
- Python client wrapper method get_mental_model_history()
- Tests for history persistence (recorded, ordered, name-only skipped, missing returns None)
- Fix NameError: timezone not imported in update_mental_model

* fix: call get_mental_model_history before delete in doc example
2026-03-06 17:50:48 +01:00
Nicolò Boschi
576473b6aa
feat: observation history tracking and diff UI (#513)
* feat: add source facts token limits to consolidation and recall

- Add two new configurable (per-bank) parameters:
  - consolidation_source_facts_max_tokens: total token budget for source
    facts across all observations in the consolidation prompt (-1 = unlimited)
  - consolidation_source_facts_max_tokens_per_observation: per-observation
    cap so each observation gets a fair share of source facts (-1 = unlimited,
    default 256)
- Both are also exposed as recall API parameters via SourceFactsIncludeOptions
  (max_tokens and max_tokens_per_observation)
- Consolidation now uses resolve_full_config to respect bank-level overrides
- Improve consolidation prompt: temporal metadata (occurred_start=, | Involving:)
  is now clearly separated from observation text, with a concrete example showing
  the expected synthesis style and explicit rules not to copy raw fact lines
- Add tests for recall source facts capping and consolidation config forwarding
- Expose all three new fields in the control plane bank config UI
- Document new env vars in configuration.md
- Regenerate OpenAPI spec and all SDK clients

* fix: reorder observations UI fields and rename Label Groups to Entity Labels

* fix: revert Entities section title (only rename inner label)

* doc: add consolidation source facts and batch size fields to memory-banks docs

* feat: add observation history tracking and UI diff view

- Track observation changes over time in a JSONB history column,
  appending each update's previous state (text, tags, dates, sources)
  instead of overwriting
- Add HINDSIGHT_API_ENABLE_OBSERVATION_HISTORY config flag (default: true)
  to toggle history recording
- Expose history field in get_memory_unit for observations
- Fix observations/[modelId] route that was proxying to wrong endpoint
- Add History tab in observation modal and History section in panel,
  showing word-level and tag diffs between each change (newest first)
- Extract shared ObservationHistoryView component used by both modal and panel
- Add --random-port flag to start.sh to run multiple dev instances
- Scope Next.js distDir by port to prevent lock file collisions between instances
- Restyle consolidation pending badge (rounded-md with border) and add
  inline refresh button; fix loading flicker on data refresh

* feat: dedicated observation history endpoint with source facts diff

- Add GET /memories/{id}/history endpoint returning enriched history with
  resolved source fact texts and is_new flags per change
- Deprecate history field in GET /memories/{id} (always returns empty list)
- Reconstruct cumulative source facts per history entry by working backwards
  from current state, marking newly added facts with is_new
- Replace inline history panel with "View History" button opening modal
- History modal fetches from dedicated endpoint lazily on tab switch
- Timeline view now opens MemoryDetailModal instead of side panel
- History view uses prev/next navigation (left = older, right = newer)
- Fix --random-port: pass dynamic API_PORT as HINDSIGHT_CP_DATAPLANE_API_URL
  to control plane, preserving caller values over .env
2026-03-06 16:16:05 +01:00
Nicolò Boschi
99220d0527
feat: per-request file parser selection with fallback chains (#514)
* feat: allow per-request file parser selection with fallback chains

Clients can now specify which parser(s) to use when calling the file
retain endpoint, instead of being locked to the server-side default.

Changes:
- `parser` field added to `FileRetainRequest` (request-level default)
  and `FileRetainMetadata` (per-file override); accepts a single name
  or an ordered fallback chain (list)
- Resolution priority: per-file > request-level > server default
- `HINDSIGHT_API_FILE_PARSER` now accepts a comma-separated fallback
  chain (e.g. `iris,markitdown`); fully backward-compatible
- New `HINDSIGHT_API_FILE_PARSER_ALLOWLIST` env var restricts which
  parsers clients may request (defaults to all registered parsers)
- Invalid/disallowed parser names are rejected with HTTP 400
- `FileParserRegistry.convert_with_fallback()` tries each parser in
  order, falling back on UnsupportedFileTypeError, empty content, or
  any other error
- Worker updated to use the fallback chain stored per-task
- OpenAPI spec and all generated clients regenerated

* fix: handle on_file_convert_complete hook and rebase onto main

- Return ConvertResult dataclass from convert_with_fallback() instead
  of a plain str, carrying both the content and the winning parser name
- Use winning_parser_name in the on_file_convert_complete hook so
  parser_name reflects the parser that actually succeeded, not the chain
- Update all test calls to submit_async_file_retain() to use the new
  per-item parser field instead of the removed top-level parser= kwarg

* docs: document HINDSIGHT_API_FILE_PARSER fallback chain and ALLOWLIST
2026-03-06 16:15:43 +01:00
Nicolò Boschi
5d05962db0
feat: add source facts token limits to consolidation and recall (#509)
* feat: add source facts token limits to consolidation and recall

- Add two new configurable (per-bank) parameters:
  - consolidation_source_facts_max_tokens: total token budget for source
    facts across all observations in the consolidation prompt (-1 = unlimited)
  - consolidation_source_facts_max_tokens_per_observation: per-observation
    cap so each observation gets a fair share of source facts (-1 = unlimited,
    default 256)
- Both are also exposed as recall API parameters via SourceFactsIncludeOptions
  (max_tokens and max_tokens_per_observation)
- Consolidation now uses resolve_full_config to respect bank-level overrides
- Improve consolidation prompt: temporal metadata (occurred_start=, | Involving:)
  is now clearly separated from observation text, with a concrete example showing
  the expected synthesis style and explicit rules not to copy raw fact lines
- Add tests for recall source facts capping and consolidation config forwarding
- Expose all three new fields in the control plane bank config UI
- Document new env vars in configuration.md
- Regenerate OpenAPI spec and all SDK clients

* fix: reorder observations UI fields and rename Label Groups to Entity Labels

* fix: revert Entities section title (only rename inner label)

* doc: add consolidation source facts and batch size fields to memory-banks docs
2026-03-06 13:01:33 +01:00
Nicolò Boschi
1e5aa7de4d
doc: add 0.4.16 release blog post and changelog (#502) 2026-03-05 18:29:55 +01:00
Nicolò Boschi
58fdac44f7 Release v0.4.16
- Update version to 0.4.16 in all components
- Regenerate OpenAPI spec and client SDKs
- Python packages: hindsight-api, hindsight-dev, hindsight-all, hindsight-litellm, hindsight-crewai, hindsight-pydantic-ai, hindsight-embed
- Python client: hindsight-clients/python
- TypeScript client: hindsight-clients/typescript
- Rust CLI: hindsight-cli
- Control Plane: hindsight-control-plane
- OpenClaw integration: hindsight-integrations/openclaw
- AI SDK integration: hindsight-integrations/ai-sdk
- Chat SDK integration: hindsight-integrations/chat
- Helm chart
- Sync documentation to version-0.4
2026-03-05 17:54:59 +01:00
Ben
7ed57fdd85
doc: Give Your OpenAI App a Memory in 5 Minutes (#498)
* doc: add add-memory-to-openai-application blog post


---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-05 11:34:04 -05:00
Ben
3f2a6ec9ce
doc: add MCP blog post (#492)
* doc: add MCP agent memory blog post
2026-03-04 15:02:58 -05:00
Nicolò Boschi
abbf874d84
feat: webhook system with retain.completed event, UI, and docs (#487)
* doc: update cookbook

* fix(cookbook): preserve tag keys during sync, strip local .md links

- Fix extract_tags_from_readme/notebook to return dict[str,str] preserving
  sdk/topic keys instead of bare values, preventing topics like
  "Customer Service" from being misclassified as SDK
- Add strip_local_md_links() to remove relative .md references that
  would cause broken link errors in Docusaurus build

* ci: run test-doc-examples independently without waiting for test-rust-cli

Build the CLI directly in the job instead of downloading the artifact,
so test-doc-examples can start at the beginning in parallel with all other jobs.

* feat: webhook system with task-owned retry, retain.completed event, and UI

- New webhook system: register per-bank webhooks with HMAC signing, configurable
  HTTP method/timeout/headers/params (http_config JSONB), and PATCH support
- Webhook deliveries run as async_operations (webhook_delivery type) with
  task-owned retry via RetryTaskAt exception and exponential backoff
  (60s / 5m / 30m / 2h / 8h, max 6 attempts)
- New retain.completed event fires per-document for both sync and async retain
- Delivery debug info (status code, response body) stored in result_metadata
- Control plane UI: webhooks tab per bank with create/edit/delete and a
  deliveries table with cursor pagination and expandable response details
- 28 webhook tests covering HMAC signing, delivery retries, CRUD endpoints,
  PATCH update, and retain.completed queuing
- Docs page at developer/api/webhooks documenting event payloads and delivery
- OpenAPI spec and all client SDKs (Python, TypeScript, Rust, Go) regenerated

* fix: update tests for task-owned retry model and guard _webhook_manager attribute

- test_worker.py: test_executor_exception_triggers_retry now raises RetryTaskAt
  (plain exceptions are immediate failures in the new system); rename
  test_executor_exception_marks_failed_after_max_retries to
  test_executor_exception_marks_failed_immediately to reflect new semantics
- test_batch_api.py: remove max_retries kwarg from WorkerPoller constructor
- memory_engine.py: use getattr for _webhook_manager in _fire_retain_webhook
  to avoid AttributeError when engine is created without __init__ (tests)

* fix: remove max_retries from benchmark WorkerPoller call

* fix(webhooks): transactional outbox, observations_deleted tracking, sidebar

- Queue webhook delivery rows atomically with the primary operation using the
  transactional outbox pattern — prevents lost events on process crash:
  - Retain (sync + async): outbox_callback passed into orchestrator.retain_batch
    and called inside the DB transaction, replacing the post-commit fire call
  - Consolidation: new _mark_operation_completed_and_fire_webhook combines the
    status UPDATE and webhook INSERT in one transaction
  - Added fire_event_with_conn() to WebhookManager for in-connection delivery

- Track observations_deleted count in consolidation stats and expose it in the
  consolidation.completed webhook payload (was always None)

- Add Webhooks page to docs sidebar

- Document at-least-once delivery guarantee with operation_id dedup guidance

* fix(ui): add retain.completed to available webhook event types

* feat(ui): add delete confirmation dialog for webhooks

* fix(webhooks): include operation_id in task_payload so delivery is marked completed

The task_payload JSON was missing the operation_id field, causing execute_task
to see operation_id=None and skip _mark_operation_completed — leaving every
delivery row stuck in 'pending' forever.

Added a test that inserts a real async_operations row and verifies the status
transitions to 'completed' after a successful execute_task call.

* style: fix prettier formatting in webhooks-view
2026-03-04 14:17:01 +01:00
Ben
3857a30491
blog: add LiteLLM persistent memory post (#481)
* Add LiteLLM persistent memory blog post

* doc: add blog image for LiteLLM post

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-03 14:22:42 -05:00
Nicolò Boschi
3d87ef5cee
doc: update cookbook (#479)
* doc: update cookbook

* fix(cookbook): preserve tag keys during sync, strip local .md links

- Fix extract_tags_from_readme/notebook to return dict[str,str] preserving
  sdk/topic keys instead of bare values, preventing topics like
  "Customer Service" from being misclassified as SDK
- Add strip_local_md_links() to remove relative .md references that
  would cause broken link errors in Docusaurus build

* ci: run test-doc-examples independently without waiting for test-rust-cli

Build the CLI directly in the job instead of downloading the artifact,
so test-doc-examples can start at the beginning in parallel with all other jobs.
2026-03-03 18:46:59 +01:00
Nicolò Boschi
5c3d3274d7
docs: 0.4.15 release blog post and changelog (#477)
* docs: add 0.4.15 release blog post and changelog

* docs: update 0.4.15 blog cover image
2026-03-03 15:52:56 +01:00
Nicolò Boschi
144e4c49d1 Release v0.4.15
- Update version to 0.4.15 in all components
- Regenerate OpenAPI spec and client SDKs
- Python packages: hindsight-api, hindsight-dev, hindsight-all, hindsight-litellm, hindsight-crewai, hindsight-pydantic-ai, hindsight-embed
- Python client: hindsight-clients/python
- TypeScript client: hindsight-clients/typescript
- Rust CLI: hindsight-cli
- Control Plane: hindsight-control-plane
- OpenClaw integration: hindsight-integrations/openclaw
- AI SDK integration: hindsight-integrations/ai-sdk
- Chat SDK integration: hindsight-integrations/chat
- Helm chart
- Sync documentation to version-0.4
2026-03-03 15:03:42 +01:00
Ben
8138fa9002
blog: add CrewAI persistent memory post (#471)
* Add CrewAI persistent memory blog post

* Update blog: add image, remove full example and alternatives sections

* Add CrewAI blog hero image
2026-03-02 16:00:27 -05:00
Nicolò Boschi
1d70abfe85
feat: add tags filtering and q description fix for list documents API (#468)
* 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
2026-03-02 17:03:16 +01:00
Nicolò Boschi
ecf609c8aa
feat: add Pydantic AI integration to CI, release pipeline, and docs (#467)
* 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
2026-03-02 15:40:37 +01:00
Nicolò Boschi
ab70da1ead
docs: entities vs tags vs metadata (#466)
* docs: move entity labels detail to memory-banks, simplify retain overview

* docs: move entity labels blurb under entity-recognition section in retain

* docs: update metadata filtering FAQ to cover entity graph retrieval and entity labels tag option

* docs: enable TOC and fix missing separators in FAQ

* docs: add benchmarks leaderboard screenshot and link to models page

* docs: add 'Which model should I use?' FAQ entry with leaderboard screenshot

* docs: fix leaderboard description to cover retain, reflect, and observations
2026-03-02 14:47:40 +01:00
Nicolò Boschi
f903948a26
feat: support timestamp="unset" to retain content without a date (#465)
* feat: support timestamp="unset" to retain content without a date

When callers retain timeless content (e.g. fictional documents, static
reference material), passing timestamp="unset" now skips the utcnow()
default so mentioned_at is stored as NULL instead of an artificial date.

- HTTP: validate_timestamp recognises "unset" sentinel and threads it
  through api_retain as event_date=None (key present, value None), which
  the orchestrator distinguishes from key-absent (still defaults to now)
- Orchestrator: new branching logic separates "key absent" → utcnow()
  from "key present but None" → no date
- types.py: RetainContent.event_date and ProcessedFact.mentioned_at are
  now datetime | None; removed the unused _now_utc factory
- fact_extraction.py: all event_date params accept datetime | None;
  _build_user_message emits "Event Date: Unknown" when None; removed
  mentioned_at from the Fact LLM response model (LLM never sets it)
- embedding_processing: skip date suffix when fact_date is None
- entity_resolver: COALESCE(event_date, now()) for first_seen/last_seen
  so entities table NOT NULL constraint is preserved
- link_utils: skip temporal linking for units without event_date
- Migration aa2b3c4d5e6f: DROP NOT NULL on memory_units.event_date
- Tests: test_retain_no_timestamp and test_retain_omit_timestamp_defaults_to_now
- Docs + OpenAPI + TypeScript client updated

* refactor: replace _TIMESTAMP_UNKNOWN sentinel with plain string comparison

The sentinel object() was only needed to distinguish "unset" from None
at the boundary — but since the field type is datetime | str | None,
"unset" can pass through the validator unchanged and be compared directly.

* chore: regenerate OpenAPI spec and clients after timestamp type change

timestamp field is now datetime | str | None to accept the "unset" sentinel value.
2026-03-02 12:03:23 +01:00
Nicolò Boschi
55af468187
feat: observation_scopes field to drive observations granularity (#447)
* feat: observation_scopes field to drive observations granularity

* fix(migration): make a2b3c4d5e6f7 a no-op to fix CI on fresh DB

The z1u2v3w4x5y6 migration already creates observation_scopes directly,
so the rename migration fails on fresh installs where observation_tags
never existed.

* chore: remove no-op migration a2b3c4d5e6f7

* feat: regenerate clients with observation_scopes field

- Add observation_scopes to OpenAPI spec and all generated clients
- Fix Rust build.rs to handle anyOf with >2 variants containing null
  (previously only handled 2-item anyOf, causing progenitor to panic
  on the observation_scopes union type)

* fix(rust): add observation_scopes: None to MemoryItem struct literals

* fix(api): add title to observation_scopes Field for deterministic client generation

Adding title="ObservationScopes" makes the inline anyOf schema use
the explicit name instead of deriving it from the field name, which
was non-deterministic between arm64 (macOS) and amd64 (CI) Docker.

Also fixes description: "each entity" -> "each tag".

* fix(scripts): use linux/amd64 Docker for client generation to ensure reproducibility

Both Python and Go client generation now use --platform linux/amd64
Docker, ensuring identical output on macOS arm64 (local) and Linux
amd64 (CI). Also switches Go from JAR+Java to Docker to eliminate
Java version variability.

* chore: update generated clients to API v0.4.14

* fix(test): add retry logic to test_retain_chinese_content to handle non-deterministic LLM output

* fix(test): mark test_retain_chinese_content as xfail due to non-deterministic LLM translation
2026-02-28 10:46:21 +01:00
Nicolò Boschi
2b5fb10dab
doc: 0.4.14 (#449) 2026-02-27 15:41:08 +01:00
Nicolò Boschi
5443c18bfc
doc: improvements (#448) 2026-02-27 14:59:11 +01:00
Nicolò Boschi
145454533c Release v0.4.14
- Update version to 0.4.14 in all components
- Regenerate OpenAPI spec and client SDKs
- Python packages: hindsight-api, hindsight-dev, hindsight-all, hindsight-litellm, hindsight-crewai, hindsight-embed
- Python client: hindsight-clients/python
- TypeScript client: hindsight-clients/typescript
- Rust CLI: hindsight-cli
- Control Plane: hindsight-control-plane
- OpenClaw integration: hindsight-integrations/openclaw
- AI SDK integration: hindsight-integrations/ai-sdk
- Chat SDK integration: hindsight-integrations/chat
- Helm chart
- Sync documentation to version-0.4
2026-02-26 18:03:14 +01:00
Nicolò Boschi
0bb5ca4caf
feat: filter graph memories with tags (#431)
* feat: filter graph memories with tags

* fix(cli): pass new q/tags/tags_match args to get_graph

* docs: use CodeSnippet for tags_match examples in recall.mdx
2026-02-25 10:31:40 +01:00
Nicolò Boschi
ac9a94ade3
fix: handle observations regeneration when memories get deleted (#429)
* fix: handle observations regeneration when memories get deleted

* feat: add clear_memory_observations endpoint and regenerate clients

- Add DELETE /banks/{id}/memories/{memory_id}/observations endpoint
- Add observations lifecycle/invalidation section to docs
- Regenerate OpenAPI spec and all clients (Python, TypeScript, Go, Rust)

* refactor: use dedicated response model for clear_memory_observations, remove code example from docs
2026-02-24 13:26:33 +01:00
Nicolò Boschi
2a32273226
feat: increase customization for reflect, retain and consolidation (#419) 2026-02-23 20:35:32 +01:00
Nicolò Boschi
278344b3b3
doc: improve api explanation (#415)
* doc: improve api explanation

* doc: improve api explanation

* doc: improve api explanation

* fix: add include_facts to reflect client, fix retain.sh temp files, fix main-methods based_on access

* fix: create report.pdf in working directory for retain.sh file upload examples
2026-02-20 17:02:01 +01:00
Nicolò Boschi
4f431b4ace
doc: 0.4.13 changelog (#411) 2026-02-19 20:48:50 +01:00
Nicolò Boschi
2993fdd2f9 Release v0.4.13
- Update version to 0.4.13 in all components
- Regenerate OpenAPI spec and client SDKs
- Python packages: hindsight-api, hindsight-dev, hindsight-all, hindsight-litellm, hindsight-embed
- Python client: hindsight-clients/python
- TypeScript client: hindsight-clients/typescript
- Rust CLI: hindsight-cli
- Control Plane: hindsight-control-plane
- OpenClaw integration: hindsight-integrations/openclaw
- AI SDK integration: hindsight-integrations/ai-sdk
- Helm chart
- Sync documentation to version-0.4
2026-02-19 18:46:07 +01:00
Nicolò Boschi
5569d4adba
feat: include source facts in observation recall (#404)
* feat: include source facts in observation recall

* feat: include source facts in observation recall

* feat: include source facts in observation recall

* feat: include source facts in observation recall

* fix(cli): add missing source_facts field to IncludeOptions initializer
2026-02-19 14:54:19 +01:00
Nicolò Boschi
7c78ae2371 Release v0.4.12
- Update version to 0.4.12 in all components
- Regenerate OpenAPI spec and client SDKs
- Python packages: hindsight-api, hindsight-dev, hindsight-all, hindsight-litellm, hindsight-embed
- Python client: hindsight-clients/python
- TypeScript client: hindsight-clients/typescript
- Rust CLI: hindsight-cli
- Control Plane: hindsight-control-plane
- OpenClaw integration: hindsight-integrations/openclaw
- AI SDK integration: hindsight-integrations/ai-sdk
- Helm chart
- Sync documentation to version-0.4
2026-02-18 14:13:33 +01:00
Nicolò Boschi
224b7b74c1
feat: accept pdf, images and office files (#390)
* feat: accept pdf, images and office files

* refactor: rename FileConverter to FileParser, simplify file retain API

- Rename engine/converters/ → engine/parsers/, FileConverter → FileParser,
  ConverterRegistry → FileParserRegistry, MarkitdownConverter → MarkitdownParser
- Rename env var HINDSIGHT_API_FILE_CONVERTER → HINDSIGHT_API_FILE_PARSER
- Remove async/document_tags params from FileRetainRequest (always async now)
- Add retain_files() to Python Hindsight client and retainFiles() to TypeScript client
- Add sample.pdf to doc examples for working file upload demonstrations
- Update test_file_retain.py to use new parser names and always-async behavior
- Fix Go client missing os import in api_files.go
- Simplify postgresql.py storage to minimal schema

* fix: update rust CLI tests to use is_supported_file instead of is_text_file

* fix: patch Go api_files.go to add missing 'os' import after generation

* fix: insert 'os' import after 'net/url' in api_files.go patch for correct position

* chore: regenerate OpenAPI spec and clients (converter→parser description update)
2026-02-17 18:15:03 +01:00
Nicolò Boschi
5883e5af2d
doc: add go client examples (#380)
* doc: add go client examples

* doc: add go client examples
2026-02-16 14:43:03 +01:00
Nicolò Boschi
aefb3fcf4d
fix: improve async batch retain with large payloads (#366)
* fix: improve async batch retain with large payloads

* fix: improve async batch retain with large payloads

* api

* api

* api

* api

* api

* Clean up perf benchmark: keep only Python files

- Remove README.md and PERFORMANCE_FINDINGS.md
- Remove results/ JSON files (gitignored)
- Remove test_data/ directory
- Keep only __init__.py and retain_perf.py

* docs: explain automatic batch optimization for async retain

- Add section explaining Hindsight automatically handles batch sizing
- Users don't need to manually tune batch sizes with async mode
- Hindsight splits large batches (>10k tokens) into optimized sub-batches
- Include example showing best practices

* docs: remove emojis and code example from performance page

* fix: correct OperationDetails type to match API response

- Change optional fields to use | null instead of ?
- Fixes TypeScript compilation error in control plane build

* fix: use discriminated union for OperationDetails type

- Support both success and error states properly
- Fixes TypeScript error when setting error state

* fix: use unique document_ids in batch retain examples

- Each item in a batch must have unique document_id
- Update both Python and JavaScript examples
- Fixes test-doc-examples CI failure

* chore: trigger CI

* fix: test mocking and duplicate document_ids in examples

- Mock _get_pool() in test_async_retain_tags.py to avoid _initialized error
- Set _initialized = True on mocked MemoryEngine instances
- Fix duplicate document_ids in retain.py and retain.mjs examples

* fix: properly mock async pool/connection and fix more duplicate document_ids

- Use AsyncMock for pool.acquire() to fix 'can't be used in await' error
- Fix duplicate document_ids in retain-async examples (retain.py and retain.mjs)
- Remove batch-level document_id parameter that caused duplicates

* ci: collect all doc example failures and show summary

- Run all Python/Node.js/CLI examples regardless of individual failures
- Collect failure list and display summary at the end
- Show pass/fail count and list of failed files
- Exit with failure only after running all examples

* refactor: extract doc example testing to standalone script

- Create scripts/test-doc-examples.sh to run all examples
- Collects logs of failed examples separately
- Shows full error logs only for failures at the end
- Clean summary with pass/fail counts
- Proper exit codes
- Replaces inline bash in CI workflow

* fix: doc examples - duplicate document_ids and error handling

- retain.py: move document_id to item level to avoid duplicates
- documents.mjs: add error handling for getDocument to show clear error message

* fix: update tests for duplicate document_id validation

- test_async_retain_tags: verify operation structure instead of exact UUID
- test_delete_bank: use unique document_ids (team-doc-1, team-doc-2)
2026-02-16 12:51:42 +01:00
Nicolò Boschi
b3b541fc53 Release v0.4.11
- Update version to 0.4.11 in all components
- Regenerate OpenAPI spec and client SDKs
- Python packages: hindsight-api, hindsight-dev, hindsight-all, hindsight-litellm, hindsight-embed
- Python client: hindsight-clients/python
- TypeScript client: hindsight-clients/typescript
- Rust CLI: hindsight-cli
- Control Plane: hindsight-control-plane
- OpenClaw integration: hindsight-integrations/openclaw
- AI SDK integration: hindsight-integrations/ai-sdk
- Helm chart
- Sync documentation to version-0.4
2026-02-13 10:52:14 +01:00
Nicolò Boschi
8d731f2e5f
feat: implement hierarchical configuration (system, tenant, bank) (#329)
* feat: implement hierarchical configuration (system, tenant, bank)

* feat: implement hierarchical configuration (system, tenant, bank)

* docs: add instructions for hierarchical config in CLAUDE.md

* feat: add ENABLE_BANK_CONFIG_API flag (disabled by default)

- Add HINDSIGHT_API_ENABLE_BANK_CONFIG_API env var (default: false)
- Return 403 Forbidden from bank config endpoints when disabled
- Update tests to enable the flag
- Update CLAUDE.md documentation

This provides security control over the bank configuration API,
ensuring it's only accessible when explicitly enabled.

* docs: add hierarchical configuration section

* feat(cli): add bank config commands (config, set-config, reset-config)

- Add 'hindsight bank config' to view bank configuration
- Add 'hindsight bank set-config' to update LLM settings per bank
- Add 'hindsight bank reset-config' to reset to defaults
- Implements client API calls to new bank config endpoints

* fix(cli): fix compilation errors in bank config commands

- Fix type signature: use ApiClient instead of api::Client
- Fix confirmation: use ui::prompt_confirmation instead of ui::confirm
- Fix error handling: use anyhow! macro instead of errors::Error
- Fix type conversion: convert HashMap to serde_json::Map for API call

* feat: implement type-safe hierarchical config with bank overrides

Implements a production-ready hierarchical configuration system that prevents
accidentally using global defaults when bank-specific overrides exist.

- Created StaticConfigProxy that wraps HindsightConfig
- get_config() now returns proxy that blocks access to bank-configurable fields
- Raises ConfigFieldAccessError with clear message when accessing configurable fields
- Added _get_raw_config() for internal use only
- Forces developers to use resolve_full_config(bank_id, context) for bank settings

- Added resolve_full_config() method that returns complete HindsightConfig
- Resolves hierarchy: Global (env) → Tenant → Bank
- No caching to support multi-server deployments (always fresh from DB)
- LLM provider pooling handles expensive operations separately

- Updated entire retain pipeline to pass resolved config through call chain
- memory_engine.py: Resolves config at top level where bank_id/context available
- orchestrator.py: Accepts and passes config to fact_extraction
- fact_extraction.py: Uses passed config instead of get_config()
- utils.py: Added optional config param for backward compatibility

- consolidator.py: Uses resolve_full_config() for enable_observations check
- memory_engine.py: Resolves config before triggering consolidation

- Renamed "Memory Bank" to "Bank Configuration" with tabs
- Combined Stats and Operations into "General" tab
- Consolidated Profile and Configuration into "Configuration" tab
- Moved Actions dropdown to page level (outside tabs)

- Created new component for managing bank-specific config
- Displays configurable fields: retain_chunk_size, retain_extraction_mode, etc.
- Edit via dialog with form validation
- Reset to defaults via AlertDialog confirmation
- Shows field IDs in monospace for clarity
- Visual separation with borders and hover effects

- Removed inline edit mode, switched to dialog-based editing
- Separate dialogs for Disposition and Mission editing
- Read-only display with clear edit buttons
- Removed duplicate stats cards and operations

- bank-stats-view.tsx: Overview statistics (memories, links, documents, pending ops)
- bank-operations-view.tsx: Background operations table with filtering

**Problem**: Consolidation always used global enable_observations, ignoring bank overrides
**Root Cause**: consolidator.py called get_config() instead of resolving bank-specific config
**Solution**: Pass resolved config through the entire pipeline

**Problem**: asyncpg returning JSONB as JSON string instead of parsed dict
**Solution**: Explicit JSON parsing in config_resolver.py with type checking

- All 19 API integration tests pass
- All 10 hierarchical config tests pass
- Retain operations work correctly with bank-specific config
- Consolidation respects bank-specific enable_observations setting

- Updated developer/configuration.md with type-safe config access pattern
- Added examples showing correct usage patterns
- Documented ConfigFieldAccessError and resolution methods

- get_config() now returns StaticConfigProxy (blocks configurable field access)
- Code accessing bank-configurable fields must use resolve_full_config()
- Clear migration path with helpful error messages

Fixes hierarchical configuration to be production-ready with proper type safety.

* refactor: remove LLM client pool and simplify config resolver

Since LLM config (provider, model, api_key) is now static and not
bank-configurable, the LLMClientPool is no longer needed.

Changes:
- Remove hindsight_api/llm_client_pool.py (no longer needed)
- Remove memory_engine._get_bank_llm_config() (dead code, never called)
- Simplify config_resolver.py by eliminating duplication between
  resolve_full_config() and get_bank_config()
- get_bank_config() now calls resolve_full_config() and filters results
- Remove outdated "LLM provider pooling" comments from docstrings

All tests pass (10 hierarchical config tests, 19 API integration tests)

* fix: update tests to use _get_raw_config() for configurable fields

Fixed test fixtures that were accessing configurable fields (like
enable_observations) from get_config(), which now raises
ConfigFieldAccessError due to type-safe config access.

Changes:
- test_consolidation.py: Changed enable_observations fixture to use
  _get_raw_config() instead of get_config()
- test_consolidation.py: Updated test_consolidation_returns_disabled_status
  to set bank config instead of mocking get_config()
- test_link_expansion_retrieval.py: Changed fixture to use _get_raw_config()
- test_observations.py: Changed disable_observations fixture to use
  _get_raw_config()
- Regenerated OpenAPI spec and clients

All 39 previously failing tests now pass.

* fix: add missing config parameter to test calls of extract_facts_from_text()

Fixed 45 test failures where tests were calling extract_facts_from_text()
without the new required config parameter.

Changes:
- Added config=_get_raw_config() to all extract_facts_from_text() calls
- Fixed test_main_module.py to patch _get_raw_config instead of get_config
- Updated 6 test files with 37 function call sites

All tests should now pass.

* fix: add missing config parameter to test_skip_podcast_meta_commentary

One more test was missing the config parameter for extract_facts_from_text().
2026-02-12 13:14:57 +01:00