AlgoWhisperer: An Open-Source AI that Guides instead of Gives

说明与用途

AlgoWhisperer 是一个开源 AI 导师，提供提示而非完整代码，帮助竞赛程序员在保持隐私的同时学习。

问题

Competitive programmers need a tutor that helps debug code without giving full solutions, preserving learning integrity.

结果

AlgoWhisperer provides targeted debugging hints without revealing full solutions, enabling private, cost‑free learning for competitive programmers.

工作流

• User pastes problem and code into React UI
• Frontend sends context to FastAPI backend
• FastAPI routes request to LangGraph agent
• LangGraph enforces guardrails and forwards to Qwen2.5-Coder-7B-Instruct via Hugging Face Inference API
• Model returns targeted hint instead of full code
• Frontend displays hint to user

证据

We built Algo Whisperer, a strict, Socratic AI programming mentor designed to help developers debug C++ and Python code without ever revealing the final solution.

来源

When we ask the chat for help, our React frontend sends this context to a FastAPI backend.

来源

We are using LangGraph to enforce strict guardrails before it hits the open-weight Qwen 2.5 Coder model on Hugging Face.

来源

The reasoning engine is powered by Qwen/Qwen2.5-Coder-7B-Instruct, accessed via the serverless Hugging Face Inference API.

来源