llm 0.32rc1 改了底层消息存储，能去重还能玩对话树，还适配了三个新 GPT 模型，赶紧试试吧
llm 0.32rc1 发布，引入基于内容可寻址哈希 ID 的新 schema，可对存储消息去重并支持对话树。该版本新增对 gpt-5.6-sol、gpt-5.6-terra 和 gpt-5.6-luna 三个模型的支持。升级前建议运行 `llm logs backup logs-backup.db` 备份现有日志。
llm 0.32rc1
Release: llm 0.32rc1 This RC for LLM 0.32 finishes the work that started in LLM 0.32a0 - it adds a new schema design 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