AI智能体的
记忆层

# 启动安全配置器
from uaml.security.configurator import SecurityConfigurator

SecurityConfigurator().serve() # → http://127.0.0.1:8785

# 在浏览器中打开 → 向导引导您完成配置
# 点击 ▶️ 应用 → 命令在您的机器上执行
# 下载审计报告 → 发送给IT部门

# 安装
pip install uaml

# 初始化
uaml init

# 存储知识
uaml learn "Python GIL was removed in 3.13 (free-threaded)"

# 搜索
uaml search "Python threading"

# 运行合规审计
uaml compliance audit

from uaml.core.store import MemoryStore

store = MemoryStore("memory.db")

# 学习
store.learn("UAML uses SQLite for local-first storage",
    topic="architecture", data_layer="knowledge")

# 带上下文预算的召回
results = store.policy_recall("storage engine")

# 主动记忆
relevant = store.proactive_recall("discussing database options")

# 推理链
store.capture_reasoning("Chose SQLite",
    reasoning="Zero dependencies, local-first")