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9 commits

Author SHA1 Message Date
Nicolò Boschi
15ea23d5d6
feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560)
* feat: introduce hindsight-api-slim and hindsight-all-slim packages

Closes #552

- Move all source code from hindsight-api/ to new hindsight-api-slim/
- hindsight-api-slim has heavy ML deps (torch, sentence-transformers,
  transformers, einops, flashrank, mlx, mlx-lm, safetensors) and
  pg0-embedded as optional extras: [local-ml], [embedded-db], [all]
- hindsight-api becomes a zero-code meta-package depending on
  hindsight-api-slim[all] for full backward compatibility
- Add hindsight-all-slim meta-package: hindsight-api-slim + client + embed
- hindsight-all updated to depend on hindsight-api-slim[all]
- pg0.py: lazy-import pg0 with clear ImportError pointing to [embedded-db]
- Dockerfile: replace sed hack with proper uv sync --extra flags
- Update release.yml, test.yml, lint.sh, release.sh, CLAUDE.md and
  all path references throughout the repo

* refactor: rename hindsight/ directory to hindsight-all/

* docs: document hindsight-api-slim and hindsight-all-slim package variants

Add package variants table and extras explanation to installation.md

* docs: remove emojis from installation.md, use professional tone

* docs: link Docker slim variant to pip package variants section

* docs: consolidate Docker image variants into single table

* ci: fix working-directory paths after package restructure

- Replace all hindsight-api → hindsight-api-slim in test.yml
- Replace hindsight → hindsight-all in test.yml
- Add --extra embedded-db to test-embed API install step

* ci: add local-ml and embedded-db extras to API sync steps

These extras were previously implicit in the old hindsight-api package
(which bundled everything). Now that hindsight-api-slim uses optional
extras, we must explicitly request local-ml and embedded-db in CI.

* ci: add API install step with embedded-db to test-embed smoke test

The smoke test starts hindsight-api as a daemon, which requires pg0-embedded.
Add a dedicated install step for hindsight-api-slim with embedded-db extra
so the daemon can start successfully.

* ci: remove --no-install-project when using optional extras

When --no-install-project is combined with --extra, the optional deps
are not installed because extras require the project to be active.
Remove --no-install-project from steps that need local-ml or embedded-db.

* ci: fix ordering of uv sync steps to preserve optional extras

When uv sync runs for a different workspace member, it removes optional
extras installed for other members. Fix by always running extra-requiring
API sync last, after other workspace member syncs.

Also remove --no-install-project from embedded-db sync in test-embed,
as --no-install-project prevents optional extras from being active.

* ci: add local-ml extra to test-embed API install for smoke test

The smoke test starts the full API server which needs sentence-transformers
for local embeddings (default provider). Add local-ml extra to the install.

* ci: simplify extras with --all-extras and add slim pip smoke test

- Replace explicit --extra local-ml --extra embedded-db with --all-extras
  for cleaner, more maintainable sync steps
- Add test-pip-slim job: tests hindsight-api-slim[embedded-db] without
  local ML models, using Cohere for embeddings/reranking (mirrors Docker
  slim smoke test approach)

* ci: simplify slim smoke test to health check only (mirrors Docker test)
2026-03-13 13:50:03 +01:00
Nicolò Boschi
9b96becc5c
feat: entity labels — optional, free_values, multi_value, UI polish (#450)
* feat: entity labels

* feat: entity labels — optional, free_values, multi_value, UI polish

Completes the entity labels system:

**Schema & extraction**
- Dynamic Pydantic Labels model per fact: each group becomes a typed
  field (Literal | None, list[Literal], str | None, or list[str])
- `optional: bool` flag per group — non-optional enum fields appear in
  JSON schema required array so structured-output providers enforce them
- `free_values: bool` flag per group — accepts any LLM-generated string
  instead of a predefined enum; example values shown as hints in prompt
- New `is_label_entity()` helper for labels-only mode filtering that
  handles both enum lookup and free_values key-prefix matching
- Sentinel rejection: "None"/"null"/"n/a" strings dropped in post-processing

**BM25 / dense retrieval**
- `text_signals` column on memory_units: entity names + date tokens for
  enriched BM25 indexing without polluting stored fact text
- Dense embedding includes occurred_end when it differs from occurred_start
- Alembic migration z1u2v3w4x5y6 (merge revision fixing two heads)

**UI (bank-config-view)**
- Shadcn Switch replaces custom Toggle for both entity-labels and observations
- Shadcn Checkbox for multi/optional/free_values per group
- Input heights bumped to h-8 throughout the editor
- "Label Groups" → "Entity Labels", "Free-form entities" → "Entities"
- Free-text groups show "Example hints" banner in values section

**Tests (45 unit + 3 LLM integration)**
- build_labels_model: single, multi, mixed, free_values optional/required/multi
- is_label_entity: enum match, free_values prefix match, no false positives
- Post-processing: null/absent/string-None/free_values/sentinels/multi-value
- Schema: labels in required, structured object, no labels when unconfigured
- LLM integration: single-value enum, multi-value enum, free_values retain

**Docs**
- retain.md: new Entity Labels section covering groups, flags, examples
- configuration.md: retain_free_form_entities env var + entity_labels note

* fix(tests): update hierarchical fields count for entity_labels additions

entity_labels and retain_free_form_entities are hierarchical fields,
bumping the expected count from 11 to 13.

* fix(migration): rename text_signals revision to avoid collision with main

Main branch claimed z1u2v3w4x5y6 for observation_scopes. Rename our
text_signals migration to a2b3c4d5e6f7, chaining after z1u2v3w4x5y6.

* refactor(entity-labels): simplify free_values — always str|None, no multi

- free_values groups always produce str | None (multi_value and optional
  flags are ignored for free text groups — always optional, never multi)
- Prompt section for free_values groups shows only key + description,
  no values list (users put examples in the description instead)
- UI: section title "Entities", toggle "Free Form Entities", replace
  per-group checkboxes with a type dropdown (Enum / Free text); only
  show multi checkbox and values list when type is Enum
- Update tests to reflect new behaviour

* refactor(entity-labels): replace free_values/multi_value booleans with type field

- LabelGroup now uses type: "value" | "multi-values" | "text" instead of
  free_values/multi_value boolean pair
- Backward-compat migration converts legacy dicts automatically
- Rename retain_free_form_entities → entities_allow_free_form throughout
- Update UI dropdown to show Single value / Multi-values / Free text
- Remove separate multi checkbox (captured by type selection)
- Update docs examples and configuration.md
- Update all tests to use new field names

* fix(migration): backfill observation_scopes column for DBs with swapped z1u2v3w4x5y6

Local DBs that had z1u2v3w4x5y6 applied when it referred to the old
text_signals migration (before it was renamed to a2b3c4d5e6f7) won't have
observation_scopes in their memory_units table. This migration adds the
column with IF NOT EXISTS so it's a no-op on clean installs.

* feat(entity-labels): add tag field to auto-populate memory unit tags from labels

When a LabelGroup has tag=True, extracted key:value entities for that group
are automatically written to the memory unit's tags array. This lets entity
labels double as tags, enabling immediate filtering via the existing
tags/tags_match API params with no extra infrastructure.

- Add tag: bool = False to LabelGroup
- _inject_label_tags() helper called in both sync and batch extraction paths
- UI: add Tag checkbox per label group row
- Docs: document the new tag field
- Tests: 4 new unit tests covering all tag injection paths

* style: ruff format migration file

* fix(migration): fix multiple alembic heads after rebase — point text_signals after nullable_event_date

* fix(clients): update timestamp field to use Timestamp wrapper type after timestamp=unset feature

* style: ruff format agent.py

* fix(docs): update Go quickstart example to use NullableTimestamp for timestamp field
2026-03-02 13:05:25 +01:00
Nicolò Boschi
76fd052b3a
misc: add mcp integration tests and increase test coverage (#98)
* misc: add mcp integration tests and increase test coverage

* misc: add mcp integration tests and increase test coverage

* misc: add mcp integration tests and increase test coverage
2026-01-05 11:16:55 +01:00
Phạm Gia Linh
dd59bc8ef9
feat: Add user-provided entities support to retain endpoint (#91)
* feat: entities input for retain endpoint

* remove docker-compose.yml
2026-01-05 10:05:17 +01:00
Nicolò Boschi
9394cf92f2
fix: doc build and lint files (#34)
* fix doc build

* fix doc build
2025-12-16 13:49:09 +01:00
Nicolò Boschi
76cfa8f9c4 fix entity and migrate memory disposition 2025-12-08 16:14:49 +01:00
Nicolò Boschi
943f6e7844 control plane and api issues 2025-12-02 18:28:57 +01:00
Nicolò Boschi
f7cf33c610 fix regressions and bunch of issues 2025-12-01 18:44:49 +01:00
Nicolò Boschi
3e72984cd2 chunks 2025-11-29 16:34:13 +01:00