Just shipped v0.1.2 of HMLR, an open-source memory layer for LLM agents.
Key updates:
pip install hmlr
Drop-in LangGraph memory node (example agent included)
New dossier system for reconstructing causal chains from long-term memory
It passes Hydra9 Hard Mode, a 20+ turn multi-hop test with 9 aliases, 8 policy revocations, and all turns in isolation.
On the final query, no prior turns are in context, answer comes purely from long-term memory.
Full reproducible test
LangGraph memory node drop-in available from pip install or repo.
Just shipped v0.1.2 of HMLR, an open-source memory layer for LLM agents.
Key updates:
pip install hmlr Drop-in LangGraph memory node (example agent included) New dossier system for reconstructing causal chains from long-term memory
It passes Hydra9 Hard Mode, a 20+ turn multi-hop test with 9 aliases, 8 policy revocations, and all turns in isolation. On the final query, no prior turns are in context, answer comes purely from long-term memory. Full reproducible test LangGraph memory node drop-in available from pip install or repo.