agentmem-py 0.2.0

Memory API for AI agents — Postgres-native, graph memory included, no Neo4j

agentmem-py

Python SDK for AgentMem — the memory API for AI agents.

Install

pip install agentmem-py

Usage

import os
from agentmem_py import MemoryStore

mem = MemoryStore(api_key=os.environ["AGENTMEM_API_KEY"])

mem.write(content="user prefers dark mode", agent_id="agent-1", scope="user")
hits = mem.search(query="theme preference", agent_id="agent-1", top_k=5)
for h in hits:
    print(h.score, h.content)

Async

import asyncio
from agentmem_py import AsyncMemoryStore

async def main():
    async with AsyncMemoryStore(api_key="...") as mem:
        await mem.write(content="hello", agent_id="agent-1")

asyncio.run(main())

Self-hosting

Pass base_url= to point at your own deployment:

mem = MemoryStore(api_key="...", base_url="https://your-host.example.com/functions/v1/api")

License

Apache-2.0