fleet-memory/hindsight/hindsight/api_namespaces.py
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

193 lines
5.8 KiB
Python

"""
API namespace classes for organizing client methods.
These classes provide organized access to different parts of the Hindsight API
while ensuring the daemon is running before each call.
"""
from __future__ import annotations
from typing import TYPE_CHECKING, Any
if TYPE_CHECKING:
from .embedded import HindsightEmbedded
class BanksAPI:
"""Namespace for bank-related operations."""
def __init__(self, embedded: "HindsightEmbedded"):
self._embedded = embedded
def create(
self,
bank_id: str,
name: str | None = None,
mission: str | None = None,
disposition: dict[str, Any] | None = None,
):
"""Create a new bank."""
self._embedded._ensure_started()
return self._embedded._client.create_bank(
bank_id=bank_id,
name=name,
mission=mission,
disposition=disposition,
)
def delete(self, bank_id: str):
"""Delete a bank."""
self._embedded._ensure_started()
return self._embedded._client.delete_bank(bank_id=bank_id)
def set_mission(self, bank_id: str, mission: str):
"""Set or update the mission for a bank."""
self._embedded._ensure_started()
return self._embedded._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."""
self._embedded._ensure_started()
return self._embedded._client.set_disposition(bank_id=bank_id, disposition=disposition)
class MentalModelsAPI:
"""Namespace for mental model operations."""
def __init__(self, embedded: "HindsightEmbedded"):
self._embedded = embedded
def create(
self,
bank_id: str,
name: str,
content: str,
tags: list[str] | None = None,
):
"""Create a new mental model."""
self._embedded._ensure_started()
return self._embedded._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."""
self._embedded._ensure_started()
return self._embedded._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."""
self._embedded._ensure_started()
return self._embedded._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."""
self._embedded._ensure_started()
return self._embedded._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."""
self._embedded._ensure_started()
return self._embedded._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."""
self._embedded._ensure_started()
return self._embedded._client.delete_mental_model(bank_id=bank_id, mental_model_id=mental_model_id)
class DirectivesAPI:
"""Namespace for directive operations."""
def __init__(self, embedded: "HindsightEmbedded"):
self._embedded = embedded
def create(
self,
bank_id: str,
name: str,
content: str,
tags: list[str] | None = None,
):
"""Create a new directive."""
self._embedded._ensure_started()
return self._embedded._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."""
self._embedded._ensure_started()
return self._embedded._client.list_directives(bank_id=bank_id, tags=tags)
def get(self, bank_id: str, directive_id: str):
"""Get a specific directive."""
self._embedded._ensure_started()
return self._embedded._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."""
self._embedded._ensure_started()
return self._embedded._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."""
self._embedded._ensure_started()
return self._embedded._client.delete_directive(bank_id=bank_id, directive_id=directive_id)
class MemoriesAPI:
"""Namespace for memory operations."""
def __init__(self, embedded: "HindsightEmbedded"):
self._embedded = embedded
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."""
self._embedded._ensure_started()
return self._embedded._client.list_memories(
bank_id=bank_id,
type=type,
search_query=search_query,
limit=limit,
offset=offset,
)