40 lines
1 KiB
Python
40 lines
1 KiB
Python
"""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__ = "0.1.1"
|
|
|
|
__all__ = [
|
|
"configure",
|
|
"get_config",
|
|
"reset_config",
|
|
"HindsightLlamaIndexConfig",
|
|
"HindsightError",
|
|
"HindsightToolSpec",
|
|
"create_hindsight_tools",
|
|
"HindsightMemory",
|
|
]
|