Vectorcode

🚀 VectorCode - A Coding Tool

VectorCode is a code repository indexing tool that helps inject context information into your coding LLM through better prompts, enabling it to better understand the code repository you're working on.

VectorCode is a code repository indexing tool. It helps you inject context information into your coding LLM by constructing better prompts, so that it can better understand the code repository you are working on. This repository also includes a corresponding Neovim plugin since that's the environment I used to write this tool.

⚠️ Important Note

This project is in the beta stage and only implements some basic retrieval and embedding functions. There is still much room for improvement, and any help is welcome!

💡 Usage Tip

Chromadb (https://www.trychroma.com/), the vector database backend behind this project, supports multiple embedding engines. I developed this tool using SentenceTransformer. If you encounter issues with different embedding functions, please open an issue (or even better, submit a pull request :D).

📚 Table of Contents

• Why VectorCode?
• Documentation
• To-Do List
• Acknowledgments

✨ Why VectorCode?

VectorCode is a code repository indexing tool. It helps you inject context information into your coding LLM by constructing better prompts, so that it can better understand the code repository you are working on.

📚 Documentation

• cli.md: Documentation for the command-line interface.
• neovim.md: Documentation for the Neovim plugin.

📋 To-Do List

• [x] Support closed-source projects.
• [x] Support LLM context injection.
• [ ] Implement code snippet retrieval.
• [ ] Support multiple programming languages.

🙏 Acknowledgments

• Thanks to @milanglacier (and their minuet-ai.nvim) for their support during the early stages of the project.
• Thanks to @olimorris personally and from codecompanion.nvim for their help when this project first attempted tool invocation.
• Thanks to @ravitemer for helping to interface VectorCode with MCP.