fleet-memory/hindsight-integrations/crewai/hindsight_crewai/config.py
Ben 41db2960c5
feat: add CrewAI integration for persistent crew memory (#319)
* feat: add CrewAI integration for persistent crew memory

Implements a CrewAI ExternalMemory storage backend that maps CrewAI's
Storage interface (save/search/reset) to Hindsight's retain/recall/delete
APIs, giving crews long-term memory with fact extraction, entity tracking,
and temporal awareness across runs.

Key features:
- HindsightStorage: drop-in Storage backend for CrewAI ExternalMemory
- HindsightReflectTool: BaseTool exposing Hindsight's reflect API
- Per-agent memory banks with customizable bank resolver
- Async compatibility layer for CrewAI's threading model
- 35 unit tests, docs site page, example script

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

* refactor: move CrewAI example to hindsight-cookbook

Move research_crew.py example from hindsight-integrations/crewai/examples/
to the cookbook repo and update the integration README to link there instead.

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

* ci: add GitHub Actions test job for CrewAI integration

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

* ci: add uv.lock for frozen installs in CI

The test-crewai-integration CI job uses `uv sync --frozen` which
requires a committed lock file.

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

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-18 17:05:52 +01:00

92 lines
2.8 KiB
Python

"""Global configuration for Hindsight-CrewAI integration."""
from __future__ import annotations
import os
from dataclasses import dataclass
DEFAULT_HINDSIGHT_API_URL = "https://api.hindsight.vectorize.io"
HINDSIGHT_API_KEY_ENV = "HINDSIGHT_API_KEY"
@dataclass
class HindsightCrewAIConfig:
"""Connection and default settings for the CrewAI integration.
Attributes:
hindsight_api_url: URL of the Hindsight API server.
api_key: API key for Hindsight authentication.
budget: Default recall budget level (low/mid/high).
max_tokens: Default maximum tokens for recall results.
tags: Default tags applied when storing memories.
recall_tags: Default tags to filter when searching memories.
recall_tags_match: Tag matching mode (any/all/any_strict/all_strict).
verbose: Enable verbose logging.
"""
hindsight_api_url: str = DEFAULT_HINDSIGHT_API_URL
api_key: str | None = None
budget: str = "mid"
max_tokens: int = 4096
tags: list[str] | None = None
recall_tags: list[str] | None = None
recall_tags_match: str = "any"
verbose: bool = False
_global_config: HindsightCrewAIConfig | None = None
def configure(
hindsight_api_url: str | None = None,
api_key: str | None = None,
budget: str = "mid",
max_tokens: int = 4096,
tags: list[str] | None = None,
recall_tags: list[str] | None = None,
recall_tags_match: str = "any",
verbose: bool = False,
) -> HindsightCrewAIConfig:
"""Configure Hindsight connection and default settings.
Args:
hindsight_api_url: Hindsight API URL (default: production).
api_key: API key. Falls back to HINDSIGHT_API_KEY env var.
budget: Default recall budget (low/mid/high).
max_tokens: Default max tokens for recall.
tags: Default tags for retain operations.
recall_tags: Default tags to filter recall/search.
recall_tags_match: Tag matching mode.
verbose: Enable verbose logging.
Returns:
The configured HindsightCrewAIConfig.
"""
global _global_config
resolved_url = hindsight_api_url or DEFAULT_HINDSIGHT_API_URL
resolved_key = api_key or os.environ.get(HINDSIGHT_API_KEY_ENV)
_global_config = HindsightCrewAIConfig(
hindsight_api_url=resolved_url,
api_key=resolved_key,
budget=budget,
max_tokens=max_tokens,
tags=tags,
recall_tags=recall_tags,
recall_tags_match=recall_tags_match,
verbose=verbose,
)
return _global_config
def get_config() -> HindsightCrewAIConfig | None:
"""Get the current global configuration."""
return _global_config
def reset_config() -> None:
"""Reset global configuration to None."""
global _global_config
_global_config = None