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⚡️ Speed up function _build_filters_and_metadata by 627% #5

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⚡️ Speed up function _build_filters_and_metadata by 627% #5

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12 changes: 6 additions & 6 deletions mem0/memory/main.py
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Original file line number Diff line number Diff line change
Expand Up @@ -128,26 +128,26 @@ def _build_filters_and_metadata(
scoped to the provided session(s) and potentially a resolved actor.
"""

base_metadata_template = deepcopy(input_metadata) if input_metadata else {}
effective_query_filters = deepcopy(input_filters) if input_filters else {}
base_metadata_template = input_metadata.copy() if input_metadata else {}
effective_query_filters = input_filters.copy() if input_filters else {}

# ---------- add all provided session ids ----------
session_ids_provided = []
session_ids_provided = 0

if user_id:
base_metadata_template["user_id"] = user_id
effective_query_filters["user_id"] = user_id
session_ids_provided.append("user_id")
session_ids_provided += 1

if agent_id:
base_metadata_template["agent_id"] = agent_id
effective_query_filters["agent_id"] = agent_id
session_ids_provided.append("agent_id")
session_ids_provided += 1

if run_id:
base_metadata_template["run_id"] = run_id
effective_query_filters["run_id"] = run_id
session_ids_provided.append("run_id")
session_ids_provided += 1

if not session_ids_provided:
raise Mem0ValidationError(
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