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add response to m.add() call (#1732)

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femto
2024-10-16 06:53:18 +08:00
committed by GitHub
parent 2b262a65b2
commit 2cd9f94ea6
1 changed files with 22 additions and 6 deletions
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28
mem0/memory/main.py
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@@ -4,6 +4,7 @@ import json
import logging
import uuid
import warnings
from collections import defaultdict
from datetime import datetime
from typing import Any, Dict
@@ -82,6 +83,16 @@ class Memory(MemoryBase):
Returns:
dict: A dictionary containing the result of the memory addition operation.
result: dict of affected events with each dict has the following key:
'memories': affected memories
'graph': affected graph memories
'memories' and 'graph' is a dict, each with following subkeys:
'add': added memory
'update': updated memory
'delete': deleted memory
"""
if metadata is None:
metadata = {}
@@ -175,9 +186,10 @@ class Memory(MemoryBase):
logging.info(resp)
try:
if resp["event"] == "ADD":
_ = self._create_memory(data=resp["text"], existing_embeddings=new_message_embeddings, metadata=metadata)
memory_id = self._create_memory(data=resp["text"], existing_embeddings=new_message_embeddings, metadata=metadata)
returned_memories.append(
{
"id": memory_id,
"memory": resp["text"],
"event": resp["event"],
}
@@ -186,6 +198,7 @@ class Memory(MemoryBase):
self._update_memory(memory_id=resp["id"], data=resp["text"], existing_embeddings=new_message_embeddings, metadata=metadata)
returned_memories.append(
{
"id": resp["id"],
"memory": resp["text"],
"event": resp["event"],
"previous_memory": resp["old_memory"],
@@ -195,6 +208,7 @@ class Memory(MemoryBase):
self._delete_memory(memory_id=resp["id"])
returned_memories.append(
{
"id": resp["id"],
"memory": resp["text"],
"event": resp["event"],
}
@@ -453,7 +467,7 @@ class Memory(MemoryBase):
dict: Updated memory.
"""
capture_event("mem0.update", self, {"memory_id": memory_id})
existing_embeddings = {data: self.embedding_model.embed(data)}
self._update_memory(memory_id, data, existing_embeddings)
@@ -519,9 +533,9 @@ class Memory(MemoryBase):
def _create_memory(self, data, existing_embeddings, metadata=None):
logging.info(f"Creating memory with {data=}")
if data in existing_embeddings:
if data in existing_embeddings:
embeddings = existing_embeddings[data]
else:
else:
embeddings = self.embedding_model.embed(data)
memory_id = str(uuid.uuid4())
metadata = metadata or {}
@@ -559,9 +573,9 @@ class Memory(MemoryBase):
if "run_id" in existing_memory.payload:
new_metadata["run_id"] = existing_memory.payload["run_id"]
if data in existing_embeddings:
if data in existing_embeddings:
embeddings = existing_embeddings[data]
else:
else:
embeddings = self.embedding_model.embed(data)
self.vector_store.update(
vector_id=memory_id,
@@ -577,6 +591,7 @@ class Memory(MemoryBase):
created_at=new_metadata["created_at"],
updated_at=new_metadata["updated_at"],
)
return memory_id
def _delete_memory(self, memory_id):
logging.info(f"Deleting memory with {memory_id=}")
@@ -584,6 +599,7 @@ class Memory(MemoryBase):
prev_value = existing_memory.payload["data"]
self.vector_store.delete(vector_id=memory_id)
self.db.add_history(memory_id, prev_value, None, "DELETE", is_deleted=1)
return memory_id
def reset(self):
"""