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Layla v6.4.0 has been published

  • Writer: Layla
    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


Interactive data visualization titled "Aya's Memories" shows nodes and lines with words like "master george" and "breakfast" in a dark setting.

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

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