Memary

Why we included this project

Memary exists to fix a common annoyance in conversational AI: agents that forget everything the moment a session ends. It mimics human memory well enough that an agent can recall earlier conversations, keep a knowledge graph of the people and things it has encountered, and roll back to a previous state, so long-running chats stay coherent. You can bolt it onto agents built on Ollama or OpenAI models without much wiring, and memory updates itself as the agent works. That is useful for teams prototyping personal assistants or multi-agent setups who would rather not build their own memory bookkeeping. One catch: it expects Python 3.11.9 or older and defaults to locally run models.