I built a Python web app to search local files using semantic meaning, not just filenames 🚀

说明与用途

该应用程序允许按意义而非文件名搜索本地文件，加速内容检索。

问题

Users struggle to locate files by exact filenames or open many files to find content.

结果

The application allows users to search local documents by meaning, reducing the need to open many files or remember exact names.

工作流

• Developed a Python web app using Flet and Gemini API
• Implemented semantic search over local files
• Enabled natural language queries for concept-based search
• Integrated file opening functionality
• Deployed the app on Streamlit

证据

I built YF Meaning Finder— a web application powered by Python, Flet, and the Gemini API that lets you search your local documents using natural language and semantic understanding.

来源

Instead of exact string matching, you can search for concepts (like "It had app ideas" or "Q3 budget allocations"), and it instantly scans your folders to find and open the right file based on its actual meaning!

来源