CodeInsight AI Agent

by GGBond121211• 95•• Scanned•Claim this listing•Request removal
Data Science & MLai agentscode understandingfastapihybrid searchlanggraph

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

CodeInsight is an open-source ai agent by GGBond121211, written mainly in Python, with 95 GitHub stars and the MIT license. Its code was last updated Oct 1, 2026.

Scan summary: scanned Nov 5, 2026 at commit ea68879. No capabilities flagged by our checks. Scan policy

What CodeInsight can touch

  • Run shell commandsNot seen in this scan
  • Run dynamic codeNot seen in this scan
  • Read or write filesNot seen in this scan
  • Read environment and secretsNot seen in this scan
  • Control a web browserNot seen in this scan
  • Connect to databasesNot seen in this scan
  • Read or send messagesNot seen in this scan
  • Touch money or tradingNot seen in this scan
  • Connect to the internetNot run in this scan

"Not seen" means our checks did not find it, and the tool may still do it. Covers commit ea68879, Nov 5, 2026. See the scan policy.

Before you install CodeInsight

AgenticMart scanned CodeInsight on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.

What it can access

  • An AI agent decides its own next steps and calls whatever tools you give it, so its risk depends on the access you grant.

Before you install

  1. Pin the version you reviewed instead of always installing the latest release.
  2. Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
  • Maintained by GGBond121211 on GitHub, 95 stars and 0 forks. Popularity is not proof of safety.
  • Last code change: Oct 1, 2026.
  • Open-source license: MIT.

CodeInsight is an open-source ai agent by GGBond121211, written mainly in Python. 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

At a glance

Stars
95
Forks
0
Language
Python
License
MIT
Created
Aug 2026
Last update
Oct 1, 2026
Type
AI Agent
Price
Free

Topics

ai-agentscode-understandingfastapihybrid-searchlanggraphllmrag

Questions about CodeInsight

What is CodeInsight?

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

Who maintains CodeInsight?

CodeInsight is maintained by GGBond121211 on GitHub (GGBond121211/CodeInsight). AgenticMart lists it from public repository data.

Is CodeInsight safe to use?

AgenticMart scanned CodeInsight on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.

What license does CodeInsight use?

It is published under the MIT license.

CodeInsight alternatives

View more →

Similar ai agents in Data Science & ML, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.

NameStarsLicenceLast updatedScan
CodeInsight (this page)
GGBond121211
95MITOct 1, 2026Scanned, no flagged issues
Ragflow
infiniflow
93kApache-2.0Oct 31, 2026Scanned, no flagged issues
Cherry Studio
CherryHQ
53kAGPL-3.0Nov 1, 2026Scanned, no flagged issues
PageIndex
VectifyAI
40kMITOct 29, 2026Scanned, no flagged issues
Graphiti
getzep
32kApache-2.0Nov 1, 2026Scanned, no flagged issues
Cua
trycua
31kMITNov 1, 2026Scanned, no flagged issues