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d7fa8464c7
* fix: surfacing properly supported types by Mem0Storage * feat: prepare Mem0Storage to accept config paramenter We're planning to remove `memory_config` soon. This commit kindly prepare this storage to accept the config provided directly * feat: add external memory * fix: cleanup Mem0 warning while adding messages to the memory * feat: support set the current crew in memory This can be useful when a memory is initialized before the crew, but the crew might still be a very relevant attribute * fix: allow to reset only an external_memory from crew * test: add external memory test * test: ensure the config takes precedence over memory_config when setting mem0 * fix: support to provide a custom storage to External Memory * docs: add docs about external memory * chore: add warning messages about the deprecation of UserMemory * fix: fix typing check --------- Co-authored-by: Lorenze Jay <63378463+lorenzejay@users.noreply.github.com>
59 lines
1.8 KiB
Python
59 lines
1.8 KiB
Python
import warnings
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from typing import Any, Dict, Optional
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from crewai.memory.memory import Memory
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class UserMemory(Memory):
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"""
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UserMemory class for handling user memory storage and retrieval.
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Inherits from the Memory class and utilizes an instance of a class that
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adheres to the Storage for data storage, specifically working with
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MemoryItem instances.
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"""
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def __init__(self, crew=None):
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warnings.warn(
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"UserMemory is deprecated and will be removed in a future version. "
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"Please use ExternalMemory instead.",
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DeprecationWarning,
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stacklevel=2,
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)
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try:
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from crewai.memory.storage.mem0_storage import Mem0Storage
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except ImportError:
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raise ImportError(
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"Mem0 is not installed. Please install it with `pip install mem0ai`."
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)
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storage = Mem0Storage(type="user", crew=crew)
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super().__init__(storage)
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def save(
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self,
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value,
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metadata: Optional[Dict[str, Any]] = None,
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agent: Optional[str] = None,
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) -> None:
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# TODO: Change this function since we want to take care of the case where we save memories for the usr
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data = f"Remember the details about the user: {value}"
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super().save(data, metadata)
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def search(
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self,
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query: str,
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limit: int = 3,
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score_threshold: float = 0.35,
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):
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results = self.storage.search(
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query=query,
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limit=limit,
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score_threshold=score_threshold,
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)
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return results
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def reset(self) -> None:
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try:
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self.storage.reset()
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except Exception as e:
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raise Exception(f"An error occurred while resetting the user memory: {e}")
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