New packages: - packages/lewooogo-brain: AI reasoning & decision engine - IProposalEngine interface (ABC) - IIncidentProcessor interface (ABC) - Pydantic models: Proposal, Guardrails, Incident, Signal - packages/lewooogo-data: Memory provider abstraction - IMemoryProvider interface (ABC) - IDualMemoryProvider for Working + Episodic memory - Generic type support for flexible data models Documentation: - ADR-008: Python modular packages architecture decision - ARCHITECTURE_MEMORY.md: Module map index for AI developers - LOGBOOK.md: Updated milestones and Phase 6.4 status Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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leWOOOgo Brain
AI Reasoning & Decision Engine for AWOOOI 2.0
Overview
leWOOOgo Brain 是 AWOOOI 智能運維平台的 AI 推論核心積木,負責:
- 決策提案: 分析 Incident 生成修復建議
- 事件處理: 聚合告警、分析爆炸半徑
- Skill 載入: 動態載入專業技能模組
Installation
# 在 apps/api 中使用
pip install -e ../../packages/lewooogo-brain
Usage
from lewooogo_brain.interfaces import IProposalEngine
from lewooogo_brain.engines import ProposalEngine
# 使用決策引擎
engine = ProposalEngine(memory=memory_provider)
proposal, message = await engine.generate(incident_id)
Modules
| Module | Description |
|---|---|
interfaces/ |
ABC 定義 |
engines/ |
推論引擎 |
skills/ |
Skill 載入器 |