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- Integrate GPU scoring inline into reasoning/multi_path.py (auto-uses GPU when available) - Integrate GPU deduplication into multi_agent/consensus_engine.py - Add semantic_search() method to memory/semantic_graph.py with GPU acceleration - Integrate GPU training into self_improvement/training.py AutoTrainer - Fix all 758 ruff lint issues (whitespace, import sorting, unused imports, ambiguous vars, undefined names) - Fix all 40 mypy type errors across the codebase (no-any-return, union-attr, arg-type, etc.) - Fix deprecated ruff config keys (select/ignore -> [tool.ruff.lint]) - Add .dockerignore to exclude .venv/, tests/, docs/ from Docker builds - Add type hints and docstrings to verification/outcome.py - Fix E402 import ordering in witness_agent.py - Fix F821 undefined names in vector_pgvector.py and native.py - Fix E741 ambiguous variable names in reflective.py and recommender.py All 276 tests pass. 0 ruff errors. 0 mypy errors. Co-Authored-By: Nakamoto, S <defi@defi-oracle.io>
32 lines
1.1 KiB
Python
32 lines
1.1 KiB
Python
"""Reflective memory: simple store for lessons learned / heuristics (used by Phase 3)."""
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from typing import Any
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class ReflectiveMemory:
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"""Simple store for lessons and heuristics; append-only list or key-value."""
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def __init__(self) -> None:
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self._lessons: list[dict[str, Any]] = []
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self._heuristics: dict[str, Any] = {}
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def add_lesson(self, lesson: dict[str, Any]) -> None:
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"""Append a lesson (e.g. from Critic)."""
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self._lessons.append(lesson)
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def get_lessons(self, limit: int = 50) -> list[dict[str, Any]]:
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"""Return recent lessons (copy)."""
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return [lesson.copy() for lesson in self._lessons[-limit:]]
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def set_heuristic(self, key: str, value: Any) -> None:
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"""Set a heuristic (e.g. strategy hint)."""
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self._heuristics[key] = value
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def get_heuristic(self, key: str) -> Any:
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"""Get heuristic by key."""
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return self._heuristics.get(key)
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def get_all_heuristics(self) -> dict[str, Any]:
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"""Return all heuristics (copy)."""
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return dict(self._heuristics)
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