Mem0 记忆

代码

cookbook/agent_concepts/memory/mem0_memory.py

from agno.agent import Agent, RunResponse
from agno.models.openai import OpenAIChat
from agno.utils.pprint import pprint_run_response
from mem0 import MemoryClient

client = MemoryClient()

user_id = "agno"
messages = [
    {"role": "user", "content": "My name is John Billings."},
    {"role": "user", "content": "I live in NYC."},
    {"role": "user", "content": "I'm going to a concert tomorrow."},
]
# Comment out the following line after running the script once
client.add(messages, user_id=user_id)

agent = Agent(
    model=OpenAIChat(),
    context={"memory": client.get_all(user_id=user_id)},
    add_context=True,
)
run: RunResponse = agent.run("What do you know about me?")

pprint_run_response(run)

messages = [{"role": i.role, "content": str(i.content)} for i in (run.messages or [])]
client.add(messages, user_id=user_id)

用法

1. 创建虚拟环境

   打开 Terminal 并创建一个 python 虚拟环境。

   Mac

   python3 -m venv .venv
   source .venv/bin/activate
   
2. 设置您的 API 密钥

   export OPENAI_API_KEY=xxx
   
3. 安装库

   pip install -U openai mem0 agno
   
4. 运行 Agent

   Mac

   python cookbook/agent_concepts/memory/mem0_memory.py