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FusionAGI/fusionagi/memory/reflective.py
Devin AI 445865e429
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fix: deep GPU integration, fix all ruff/mypy issues, add .dockerignore
- 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>
2026-04-28 05:48:37 +00:00

32 lines
1.1 KiB
Python

"""Reflective memory: simple store for lessons learned / heuristics (used by Phase 3)."""
from typing import Any
class ReflectiveMemory:
"""Simple store for lessons and heuristics; append-only list or key-value."""
def __init__(self) -> None:
self._lessons: list[dict[str, Any]] = []
self._heuristics: dict[str, Any] = {}
def add_lesson(self, lesson: dict[str, Any]) -> None:
"""Append a lesson (e.g. from Critic)."""
self._lessons.append(lesson)
def get_lessons(self, limit: int = 50) -> list[dict[str, Any]]:
"""Return recent lessons (copy)."""
return [lesson.copy() for lesson in self._lessons[-limit:]]
def set_heuristic(self, key: str, value: Any) -> None:
"""Set a heuristic (e.g. strategy hint)."""
self._heuristics[key] = value
def get_heuristic(self, key: str) -> Any:
"""Get heuristic by key."""
return self._heuristics.get(key)
def get_all_heuristics(self) -> dict[str, Any]:
"""Return all heuristics (copy)."""
return dict(self._heuristics)