# llm 0.32rc1

> Source: <https://simonwillison.net/2026/Jul/30/llm-rc1/#atom-everything>
> Published: 2026-07-30 15:30:20+00:00

**Release:** [llm 0.32rc1](https://github.com/simonw/llm/releases/tag/0.32rc1)

This RC for LLM 0.32 finishes the work that [started in LLM 0.32a0](https://simonwillison.net/2026/Apr/29/llm/) - it adds a [new schema design](https://llm.datasette.io/en/latest/logging.html#the-message-store) that does a much better job of capturing the details of the prompts and responses returned by the latest model families.

The most important change is the use of content-addressable hash IDs for stored messages. This allows de-duplication in the database, and means that LLM can now represent trees of messages for forked conversations.

Since it involves a significant schema change - new tables only, and old data should not be affected at all - it's worth running a backup of your existing `logs.db`

before upgrading to the RC:

```
llm logs backup logs-backup.db
```

The RC also adds support for `gpt-5.6-sol`

, `gpt-5.6-terra`

, and `gpt-5.6-luna`

.

Tags: [llm](https://simonwillison.net/tags/llm)