Commit graph

12 commits

Author SHA1 Message Date
Nicolò Boschi
576016f5dc
feat: add @vectorize-io/hindsight-all daemon lifecycle package (#949)
* feat: add @vectorize-io/hindsight-embed daemon lifecycle package

Create a new top-level `hindsight-embed-npm/` package that owns the daemon
lifecycle for the Python `hindsight-embed` CLI: spawning via `uvx`, writing
the profile, waiting for `/health`, and shutting down. Nothing more.

Deliberately does not ship an HTTP client — `@vectorize-io/hindsight-client`
already covers retain / recall / reflect / createBank against the Hindsight
API, and the two packages compose: once `manager.start()` returns, consumers
talk to the daemon via `new HindsightClient({ baseUrl: manager.getBaseUrl() })`.

`HindsightEmbedManagerOptions.env` forwards an arbitrary `Record<string,
string>` to both the daemon process and the profile config via `--env K=V`,
and `extraProfileCreateArgs` / `extraDaemonStartArgs` escape hatches cover
any new CLI flag without waiting for a wrapper release.

Refactor `hindsight-integrations/openclaw` to consume both packages:
`HindsightEmbedManager` for daemon lifecycle in local mode, `HindsightClient`
for all HTTP memory operations. Drop the bespoke subprocess/HTTP client that
used to live in openclaw. The retain queue stays local to openclaw (it's a
client-side reliability workaround with a single consumer today — will move
to the client package or server-side when a second consumer needs it).

Wire the new package into the main release pipeline (versioned alongside
the other core packages, published from `v*` tags) and add a CI build job.

* docs: add Embedded Node.js SDK page for @vectorize-io/hindsight-embed

* refactor: rename hindsight-embed-npm to hindsight-all, restructure docs sidebar

The Node package previously named @vectorize-io/hindsight-embed was
semantically misnamed: hindsight-embed (Python) is a CLI tool, while what
this Node package actually provides is the Node equivalent of hindsight-all
— a programmatic lifecycle manager for a local Hindsight daemon. Rename to
match.

Package rename
  - hindsight-embed-npm/ → hindsight-all-npm/ (git mv, history preserved)
  - @vectorize-io/hindsight-embed → @vectorize-io/hindsight-all
  - class HindsightEmbedManager → HindsightServer (matches Python hindsight-all)
  - HindsightEmbedManagerOptions → HindsightServerOptions
  - src/manager.ts → src/server.ts, src/manager.test.ts → src/server.test.ts
  - openclaw (index.ts, backfill.ts, tests) and the claude-code Python port
    updated to reference the new names

Docs restructure
  - Split sdks/python.md: now client-only content. New sdks/hindsight-all.md
    covers the programmatic hindsight-all Python package (HindsightServer and
    HindsightEmbedded).
  - Rename sdks/embed-npm.md → sdks/hindsight-all-npm.md with HindsightServer
    examples.
  - New "Installation" sidebar section, placed after Hosting, containing
    Docker / Kubernetes / Bare Metal (anchor links into developer/installation)
    plus Programmatic API (Python), Programmatic API (Node.js), and Daemon CLI.
  - Add si-docker, si-kubernetes, si-nodedotjs, lu-hard-drive to the sidebar
    ICON_MAP.

Docs dev-server fix
  - docusaurus.config.ts: drop the flaky NODE_ENV sniff for including the
    "Next" version. Use INCLUDE_CURRENT_VERSION exclusively. NODE_ENV was
    unreliable across hot-reload paths and caused the Next version to
    disappear intermittently when editing files.
  - scripts/dev/start-docs.sh: export INCLUDE_CURRENT_VERSION=true so local
    dev always shows Next; production builds leave it unset.

Lockfile cleanup
  - package-lock.json and hindsight-integrations/openclaw/package-lock.json
    had extraneous hindsight-embed-npm blocks left over from the rename.
    Removed manually and verified with npm install.

* ci: fix openclaw jobs by pre-building workspace deps; regenerate docs-skill

The build-openclaw-integration and test-openclaw-integration jobs failed
with "Failed to resolve entry for package @vectorize-io/hindsight-all"
because openclaw depends on two monorepo workspaces via `file:` deps
(@vectorize-io/hindsight-client and @vectorize-io/hindsight-all) whose
`dist/` directories are gitignored and never built before openclaw's npm ci.
Both jobs now install the root workspace and build the two deps first,
mirroring the release-control-plane pattern.

Also regenerate skills/hindsight-docs/references/* via
./scripts/generate-docs-skill.sh:
  - new skill pages for sdks/hindsight-all{.md,-npm.md}
  - updated skill pages for sdks/embed.md and sdks/python.md to match
    the new H1s and split content
  - incidental refreshes to changelog/index.md, developer/models.md,
    openapi.json, and uv.lock that verify-generated-files picked up

* ci: build openclaw before running tests so symlink test can realpath dist
2026-04-10 15:51:44 +02:00
Nicolò Boschi
d3302c95b9
feat: HindsightEmbedded python SDK (#293)
* feat: HindsightEmbedded python SDK

* feat: HindsightEmbedded python SDK

* fixes

* improve

* ci

* improvemnts

* fix test

* fix test

* fix: update tests to use Pydantic model attributes instead of dict access

- Fixed test_server_integration.py to access Pydantic model attributes directly
- Changed dict-style access (response["field"]) to attribute access (response.field)
- Fixed .get() calls on Pydantic models
- Updated recall() calls to access .results attribute
- Updated reflect() calls to access .text attribute
- Fixed test_list_banks to use namespace API instead of deleted default_api
- Fixed attribute shadowing in HindsightClient wrapper (renamed _*_api to _*_namespace)

* fix: add list() method to BanksAPI namespace

* fix: remove leftover async cleanup code from test_list_banks

* docs: remove Advanced Configuration section from embed.md
2026-02-04 14:41:19 +01:00
Nicolò Boschi
90e370ef35
fix: misc fixes for observations and mental models (#209)
* fix: misc fixes for observations and mental models

* feat: improve graph retrieval for observations

- Update LinkExpansionRetriever to traverse through source_memory_ids
  for observation entity connections (avoiding data duplication)
- Remove entity link copy from world facts to observations in consolidator
- Add tests for link expansion graph retrieval
- Add directives_applied field to ReflectResult
- Include user's other changes (CLI, docs, client updates)

* fix: CI test failures

- Add mental_model_id parameter to create_mental_model function
- Fix ToolCallTrace not including reason field from ToolCall
- Improve test_link_expansion_observation_graph_retrieval to wait for consolidation with retry

* chore: reduce link expansion log verbosity

* Revert "chore: reduce link expansion log verbosity"

This reverts commit 3ce759391cead1012157785fa78fef16ef9bfe3b.

* feat: add semantic/temporal/entity links as fallback in graph retrieval

- Add fallback query for semantic, temporal, and entity links from memory_links
- Check both directions (outgoing and incoming links)
- Weight fallback results at 0.5x to prioritize entity links via unit_entities
- Fixes graph retrieval returning 0 when data has cross-cluster temporal connections

* fix: enable observations fixture for link expansion test

- Add enable_observations fixture to ensure observations are created
- Increase wait time from 10 to 30 seconds for CI reliability
2026-01-27 15:37:57 +01:00
Nicolò Boschi
5b52a84fff
chore: internal renames (#204)
This commit renames the terminology across the entire codebase:
- "mental models" (fact_type='mental_model' in memory_units) → "observations"
- "reflections" table (stored reflect responses) → "mental_models"

Changes include:
- Database migration to rename tables, indexes, and constraints
- API endpoints: /reflections → /mental-models, /mental-models → /observations
- Config: ENABLE_MENTAL_MODELS → ENABLE_OBSERVATIONS
- Response models and Pydantic classes
- Reflect agent tools and prompts
- Control plane UI and routes
- Documentation and examples
- Regenerated OpenAPI spec and client SDKs (Python, TypeScript)
- Rust CLI: reflection commands → mental-model commands
- LiteLLM: updated fact_types documentation
2026-01-27 09:53:28 +01:00
Nicolò Boschi
522b71aab8
doc: mental models (#199)
* doc: mental models

* doc: mental models
2026-01-26 14:27:08 +01:00
Nicolò Boschi
99db7b26c3 fix docs on clients 2025-12-11 14:23:56 +01:00
Nicolò Boschi
f42476bf94
fix: make sure openai provider works + docs updates (#23)
* fix: make sure openai provider works

* fix: make sure openai provider works

* fix
2025-12-10 16:10:10 +01:00
Nicolò Boschi
06b956a553 new names 2025-12-04 21:34:05 +01:00
Nicolò Boschi
425c6f3fc9 rename bank facts to interactions 2025-12-04 17:15:12 +01:00
Nicolò Boschi
b83fd3a5c3 improve docker and mcp 2025-12-04 15:38:55 +01:00
Nicolò Boschi
d099ef870d rename to new names 2025-11-27 16:22:16 +01:00
Nicolò Boschi
b1ff2e8823
rename to hindsight (#2) 2025-11-25 19:28:26 +01:00
Renamed from memora-docs/docs/sdks/python.md (Browse further)