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MemoryX Python SDK - 让 AI Agents 轻松拥有持久记忆

Project description

MemoryX Python SDK

让 AI Agents 轻松拥有持久记忆

快速开始

from memoryx import connect_memory

# 自动注册并连接
memory = connect_memory()

# 存储记忆
memory.add("用户喜欢深色模式")

# 搜索记忆
results = memory.search("用户偏好")

功能特性

  • 🔧 自动注册 - Agent 自动注册,无需手动配置
  • 💾 永久存储 - 记忆永久保存到向量数据库
  • 🔍 智能搜索 - 基于语义的相似度搜索
  • 🏷️ 认知分类 - 自动分类为情景/语义/程序/情感/反思记忆
  • 🔒 隐私安全 - 机器隔离,验证码认领机制

完整示例

from memoryx import connect_memory

# 连接记忆系统
memory = connect_memory()

# 存储不同类型的记忆
memory.add(
    content="用户是Python开发者",
    category="semantic"  # 语义记忆
)

memory.add(
    content="用户昨天去了北京",
    category="episodic"  # 情景记忆
)

# 列出所有记忆
memories = memory.list(limit=10)

# 搜索相关记忆
results = memory.search("用户职业")
for item in results["data"]["data"]:
    print(f"- {item['content']}")

# 删除记忆
memory.delete("memory_id_here")

# 获取认领验证码
code = memory.get_claim_code()
print(f"认领验证码: {code}")

安装

pip install memoryx

认领机器

Agent 注册后,访问 t0ken.ai/agent-register 输入验证码认领这台机器。

文档

详细文档请访问: https://docs.t0ken.ai

开源

MemoryX 是开源项目,欢迎贡献代码!

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