展示HN：Diffwithgpt 本地 LLM Git 差异摘要工具
diffwithgpt.com 是一个简单的概念验证工具，利用本地托管的 Qwen/Qwen-8B 模型来总结 git 差异。它目前索引了一小部分 Go/devops 仓库，并通过抽象语法树（AST）派生的上下文来丰富提交信息，以提高语义准确性（目前仅限于过去三年的提交）。其目标是评估轻量级本地大型语言模型（LLMs）是否能够提供有意义的变更日志摘要。我的动机是开发一个工具，帮助运维团队在进行更改时或帮助调试可能未在提供的变更日志中捕捉到的问题。任何反馈都非常感谢，因为我正在考虑是否值得扩展到其他仓库/语言。
查看原文
diffwithgpt.com is a simple PoC that summarizes git diffs using a locally hosted Qwen/Qwen-8B model. It currently indexes a small set of Go/devops repositories and enriches commits with AST derived context to improve semantic accuracy.(only past 3y of commits for now) The goal is to evaluate whether lightweight local LLMs can provide meaningful changelog summaries. My motivation is to make a tool that helps operations teams when doing changes or to help debug issues that might not have been necessarily captured in provided changelog. Any feedback is appreciated as I am trying to decide if it's worthwhile to expand to other repos/langs.