"""Hindsight memory integration for LlamaIndex agents. Provides two complementary patterns: - **Tools** (``HindsightToolSpec``, ``create_hindsight_tools``): Agent-driven memory via LlamaIndex's ``BaseToolSpec``. The agent decides when to retain/recall/reflect. - **Memory** (``HindsightMemory``): Automatic memory via LlamaIndex's ``BaseMemory`` interface. Messages are stored on ``put()`` and recalled on ``get()``. Usage:: from hindsight_llamaindex import HindsightToolSpec, create_hindsight_tools from hindsight_llamaindex import HindsightMemory """ from .config import ( HindsightLlamaIndexConfig, configure, get_config, reset_config, ) from .errors import HindsightError from .memory import HindsightMemory from .tools import HindsightToolSpec, create_hindsight_tools __version__ = "0.1.2" __all__ = [ "configure", "get_config", "reset_config", "HindsightLlamaIndexConfig", "HindsightError", "HindsightToolSpec", "create_hindsight_tools", "HindsightMemory", ]