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DEV Community· Hasini Routhu·· 3 小時前AI 評分25

RepoMind AI:打造 AI 程式碼庫智能平台

RepoMind AI

AI 導讀

RepoMind AI 正在開發 AI 程式碼庫智能平台,讓開發者提問並取得 AI 生成的程式碼解説。現時功能包括網頁介面問答、Python 檔案掃描,以及透過 Ollama 使用 Gemma 生成回覆。後續計劃加入程式碼語意搜尋、檔案與函式關係視覺化、變更影響分析及錯誤調查等功能。

正文

Cover image for RepoMind AI

Hasini Routhu

🚀 Introducing RepoMind AI: Building an AI-Powered Codebase Intelligence Platform

Modern software projects contain hundreds of files, functions, and dependencies. For beginners and open-source contributors, understanding an unfamiliar codebase can be challenging.

That's why I'm building RepoMind AI — an AI-powered project designed to make codebases easier to understand and explore.

💡 What is RepoMind AI?

RepoMind AI aims to help developers interact with their codebases using AI. Instead of manually searching through multiple files, developers can ask questions and get AI-generated explanations.

✨ Current Features

  • AI-Powered Q&A: Ask questions through a simple web interface and receive AI-generated answers.
  • Python File Scanning: Scan a project to identify Python files.
  • Frontend–Backend Integration: Connect a web interface with a Python FastAPI backend.
  • Local AI Integration: Use the Gemma model through Ollama to generate responses.
  • Open-Source Development: Manage and share the project using Git and GitHub.

🛠️ Tech Stack

  • Frontend: HTML, CSS, JavaScript
  • Backend: Python, FastAPI
  • AI: Gemma through Ollama
  • Server: Uvicorn
  • Version Control: Git and GitHub

🔭 What's Next?

My future goals for RepoMind AI include:

  • Repository-wide semantic code search
  • Visualizing relationships between files and functions
  • Code explanations with file and line references
  • Change-impact analysis
  • Bug investigation and test recommendations
  • Contributor onboarding and project documentation

These are planned improvements that I aim to develop as the project evolves.

🌱 My Learning Journey

As a first-year B.Tech student, this project is helping me explore AI integration, API development, frontend–backend communication, and open-source software development.

I'm excited to keep improving RepoMind AI, learn from the developer community, and welcome feedback and contributions.

🔗 GitHub Repository: https://github.com/hasinirouthu15-cpu/RepoMind-AI

If you have suggestions, ideas, or feedback, I'd love to hear from you in the comments!

Hacktoberfest #OpenSource #AI #Python #FastAPI #BeginnersInTech

來源:DEV Community · dev.to