Layla v6.4.0 has been published
- Layla

- Dec 31, 2025
- 2 min read
This update brings a whole new way to visualising Layla's memories! The long-term memory graph is now in 3D.
The depth of the graph represents how the memories evolve over time - the deeper they are, the further in the past they are. You can read more about how the graph works in this article: https://www.layla-network.ai/post/visualising-long-term-memories-in-layla

Chat improvements
This update also improves the performance of chatting. The chat page has been re-made from the ground up to give much better performance when your chats reach into the hundreds/thousands of messages.
You should see less slow-downs as you continue your long conversations with your characters.
Full Changelog
New features:
visualisation of temporal relationships in Layla's long-term memory
Improvements:
significant improvements to the performance of chatting, especially for very long conversations spanning hundreds/thousands of messages
long-term memory will now recall earlier memories from the same conversation that has been cycled out through context shifting
fixed a few conditions in triggering new search agent
supports the new Ministral-3 family [THINK] tags
Bug fixes:
fixed a bug where invalid filename in References mini-app causes Layla to crash
fixed a bug where characters list will sometimes show nothing when updating a filter
fixed a bug where character list resets to the first page after edit/saving a character
fixed a bug where regenerate messages leaves a large amount of empty space when the length of the regenerated message varies largely
fixed a bug where automatically searching for models in OpenAI compatible API endpoints was not working
fixed a bug where Layla does not stop the server from generating messages even after pressing "stop"
fixed a bug where voice chat does not speak aloud responses
fixed a bug where audio is only played through speakers and not AirPods



Comments