Memory System Core Data Types (memory/types.py)

Defines data structures, search modes, options, and score normalizers for the memory system. Use when configuring similarity searches and retrieval.

# Source: https://github.com/TokenRhythm/opensquilla | License: Apache-2.0 | Copyright You must retain, in the Source form of any Derivative Works
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"""Core data types for the memory system."""

from __future__ import annotations

import math
from dataclasses import dataclass, field
from enum import StrEnum

DEFAULT_MEMORY_SEARCH_RESULTS = 6
DEFAULT_MEMORY_SEARCH_MIN_SCORE = 0.35
RELAXED_KEYWORD_MATCH_METADATA_KEY = "relaxed_keyword_match"
RELAXED_KEYWORD_MATCH_METADATA_VALUE = "true"
LEXICAL_GUARANTEE_METADATA_KEY = "lexical_guarantee"
LEXICAL_GUARANTEE_METADATA_VALUE = "true"


def normalize_memory_search_min_score(
    value: object,
    *,
    default: float = DEFAULT_MEMORY_SEARCH_MIN_SCORE,
    strict: bool = False,
) -> f

... (truncated -- full source via MCP)