fleet-memory/hindsight-all/hindsight/client_wrapper.py
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

243 lines
7.2 KiB
Python

"""
Wrapper for Hindsight client that adds API namespaces.
Provides organized access to different parts of the Hindsight API through
namespaces like .banks, .mental_models, etc.
"""
from __future__ import annotations
from typing import Any
from hindsight_client import Hindsight
class BanksAPI:
"""Namespace for bank-related operations."""
def __init__(self, client: Hindsight):
self._client = client
def create(
self,
bank_id: str,
name: str | None = None,
mission: str | None = None,
disposition: dict[str, Any] | None = None,
):
"""Create a new bank."""
return self._client.create_bank(
bank_id=bank_id,
name=name,
mission=mission,
disposition=disposition,
)
def delete(self, bank_id: str):
"""Delete a bank."""
return self._client.delete_bank(bank_id=bank_id)
def set_mission(self, bank_id: str, mission: str):
"""Set or update the mission for a bank."""
return self._client.set_mission(bank_id=bank_id, mission=mission)
def set_disposition(self, bank_id: str, disposition: dict[str, Any]):
"""Set or update the disposition for a bank."""
return self._client.set_disposition(bank_id=bank_id, disposition=disposition)
def list(self):
"""List all banks."""
from hindsight_client.hindsight_client import _run_async
return _run_async(self._client._banks_api.list_banks())
class MentalModelsAPI:
"""Namespace for mental model operations."""
def __init__(self, client: Hindsight):
self._client = client
def create(
self,
bank_id: str,
name: str,
content: str,
tags: list[str] | None = None,
):
"""Create a new mental model."""
return self._client.create_mental_model(
bank_id=bank_id,
name=name,
content=content,
tags=tags,
)
def list(self, bank_id: str, tags: list[str] | None = None):
"""List all mental models for a bank."""
return self._client.list_mental_models(bank_id=bank_id, tags=tags)
def get(self, bank_id: str, mental_model_id: str):
"""Get a specific mental model."""
return self._client.get_mental_model(bank_id=bank_id, mental_model_id=mental_model_id)
def refresh(self, bank_id: str, mental_model_id: str):
"""Refresh a mental model."""
return self._client.refresh_mental_model(bank_id=bank_id, mental_model_id=mental_model_id)
def update(
self,
bank_id: str,
mental_model_id: str,
name: str | None = None,
content: str | None = None,
tags: list[str] | None = None,
):
"""Update a mental model."""
return self._client.update_mental_model(
bank_id=bank_id,
mental_model_id=mental_model_id,
name=name,
content=content,
tags=tags,
)
def delete(self, bank_id: str, mental_model_id: str):
"""Delete a mental model."""
return self._client.delete_mental_model(bank_id=bank_id, mental_model_id=mental_model_id)
class DirectivesAPI:
"""Namespace for directive operations."""
def __init__(self, client: Hindsight):
self._client = client
def create(
self,
bank_id: str,
name: str,
content: str,
tags: list[str] | None = None,
):
"""Create a new directive."""
return self._client.create_directive(
bank_id=bank_id,
name=name,
content=content,
tags=tags,
)
def list(self, bank_id: str, tags: list[str] | None = None):
"""List all directives for a bank."""
return self._client.list_directives(bank_id=bank_id, tags=tags)
def get(self, bank_id: str, directive_id: str):
"""Get a specific directive."""
return self._client.get_directive(bank_id=bank_id, directive_id=directive_id)
def update(
self,
bank_id: str,
directive_id: str,
name: str | None = None,
content: str | None = None,
tags: list[str] | None = None,
):
"""Update a directive."""
return self._client.update_directive(
bank_id=bank_id,
directive_id=directive_id,
name=name,
content=content,
tags=tags,
)
def delete(self, bank_id: str, directive_id: str):
"""Delete a directive."""
return self._client.delete_directive(bank_id=bank_id, directive_id=directive_id)
class MemoriesAPI:
"""Namespace for memory operations."""
def __init__(self, client: Hindsight):
self._client = client
def list(
self,
bank_id: str,
type: str | None = None,
search_query: str | None = None,
limit: int = 100,
offset: int = 0,
):
"""List memories in a bank."""
return self._client.list_memories(
bank_id=bank_id,
type=type,
search_query=search_query,
limit=limit,
offset=offset,
)
class HindsightClient(Hindsight):
"""
Enhanced Hindsight client with organized API namespaces.
This wrapper extends the auto-generated Hindsight client with organized
access to different parts of the API through namespaces.
Example:
```python
from hindsight import HindsightClient
client = HindsightClient(base_url="http://localhost:8888")
# Core operations (inherited from Hindsight)
client.retain(bank_id="test", content="Hello")
results = client.recall(bank_id="test", query="Hello")
# Organized API access through namespaces
client.banks.create(bank_id="test", name="Test Bank")
models = client.mental_models.list(bank_id="test")
directives = client.directives.list(bank_id="test")
memories = client.memories.list(bank_id="test")
```
"""
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self._banks_namespace: BanksAPI | None = None
self._mental_models_namespace: MentalModelsAPI | None = None
self._directives_namespace: DirectivesAPI | None = None
self._memories_namespace: MemoriesAPI | None = None
@property
def banks(self) -> BanksAPI:
"""Access bank management operations."""
if self._banks_namespace is None:
self._banks_namespace = BanksAPI(self)
return self._banks_namespace
@property
def mental_models(self) -> MentalModelsAPI:
"""Access mental model operations."""
if self._mental_models_namespace is None:
self._mental_models_namespace = MentalModelsAPI(self)
return self._mental_models_namespace
@property
def directives(self) -> DirectivesAPI:
"""Access directive operations."""
if self._directives_namespace is None:
self._directives_namespace = DirectivesAPI(self)
return self._directives_namespace
@property
def memories(self) -> MemoriesAPI:
"""Access memory listing operations."""
if self._memories_namespace is None:
self._memories_namespace = MemoriesAPI(self)
return self._memories_namespace