Stateful Python Packages

memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

memorisdk

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

pyclink

Stream processing for Kafka pipelines that must stay correct when processes die. SQL, event time, keyed state and exactly-once delivery in modern C++: one process on a laptop, embedded, or a cluster. No JVM.

stateful-data-processor

Resumable, checkpointed item processing with graceful interrupts — subclass and go.

zproc

Process on steroids

hermes-memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

nnx-ppo

Implementation of PPO for recurrent/stateful networks using JAX and flax.nnx