A proactive memory layer for long-horizon coding agents, it knows when to remind.
Project description
agentmem-core
The core of AgentMem: a proactive memory layer for long-horizon coding agents. It maintains a structured memory bank and decides when to remind your agent, instead of dumping everything or retrieving on similarity.
pip install agentmem-core
Published as agentmem-core (the name agentmem was already taken on PyPI by an
unrelated project); everything you import and run is still agentmem.
from agentmem import MemorySession, triggers
mem = MemorySession(task="Fix the auth tests without changing the public API")
while not done:
reminder = mem.pending_context() # str | None
reply = call_your_agent(messages, memory_context=reminder)
mem.observe(reply.new_messages)
Full docs, integrations, and the design rationale live in the main repository.
Licensed under Apache-2.0.
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