CodeInsight
by GGBond121211 · io.github.ggbond121211.codeinsight
Not TrustedWeb appUnrated★ 96 stars
基于 Hybrid RAG 与 LangGraph 的本地代码仓库理解工具,支持中英文提问、语义检索、证据引用和多问题拆分
Screenshots
About
当前正式 Release 是 v2.1.1(2026-09-13;v2.1.0 于 2026-09-12 发布,v2.0.3 是上一版基线)。 2.1.x 把默认检索切换为 Provider Dense/Sparse + Qdrant Named Vectors,把 explain 收口到只读 Tool Loop + Evidence Ledger,并把统一 Chat 改成「受理即事实、执行交给 Worker」的异步 Run。 2.1.1 在这之上修掉开发模式「第一次检索必失败」、正文与引用不一致、快路径白烧一次模型调用、 module_inventory 配方必然回退四类问题,并闭合超时口径与事件序号竞态。 版本边界与未验证项见 docs/RELEASE_2_1_1.md、 docs/CAPABILITIES.md。 2.0.3 曾是正式 Release,不是 pre-release。它在 v2.0.2 基础上补齐了普通聊天与业务范围边界、自然引导、开发调试策略和统一对话回归验证;2.1.x 之后这些行为仍然成立,下面的能力描述保留为基线口径。真实大并发、SWE-bench resolve、Kubernetes rollout/undo 和更大规模实验仍不在本版本承诺内。 当前公开能力见 docs/CAPABILITIES.md,最小演示见 docs/DEMO.md,验收摘要见 docs/EVALUATION_SUMMARY.md。 CodeInsight is the open-source project GGBond121211/CodeInsight (https://github.com/GGBond121211/CodeInsight) by GGBond121211, released under MIT. Ion packages it unmodified from commit ea688791e5ac, adding only a manifest, an icon and a start script.
Source
Written by GGBond121211, published to Oikou by Ben Grande.
- ★ 96 stars on GitHub
- Licence: MIT
- Upstream version v2.1.1
- Built from commit ea688791e5ac
Age rating
Not rated. Nobody has said who this app is suitable for, so Personal Clouds and the Oikou app treat it as 18+.
What version 2.1.1 may do
Internet
It asks to reach nothing on the internet.
Containers on your Personal Cloud’s computer
Can see, start, stop, create and remove containers on your Personal Cloud’s computer, and download images: Lists, updates and restarts your Docker containers
You choose the level on your Personal Cloud, and can give less. It never sees your Personal Cloud’s own containers or other apps’ ones, and cannot create containers with your folders or extra privileges.
Personal Cloud tools
- Keep a MySQL database of its own on your Personal Cloud ion.mysql
- Run a Redis server of its own on your Personal Cloud (for its task queue and cache) ion.redis
Notifications
It does not send push notifications.
Storage
Up to 1 GB on your Personal Cloud.
Keys it asks you for
You give each one on your Personal Cloud when you install it, or give it one of your Personal Cloud’s shared secrets of the same name. Oikou never sees them.
- Asks you for: embedding-api-key — API key for an OpenAI-compatible embedding provider (dense and sparse vectors for code search) (optional)
- Asks you for: rerank-api-key — API key for the text rerank provider (Alibaba Cloud qwen3.7-text-rerank by default) (optional)
Add to Personal Cloud
Sign in to add this web app to a Personal Cloud of yours. It runs there, on your own computer, and you open it from there; nothing is installed on your phone.
Versions
2.1.1 Latest Shown above
Published · a ready-built bundle
Imported from GGBond121211/CodeInsight at ea688791e5ac (v2.1.1).