README.md

---
title: DevDeCode
emoji: 💡
colorFrom: indigo
colorTo: purple
sdk: gradio
sdk_version: 5.32.0
app_file: app.py
pinned: false
---

# 💡 DevDeCode: Explain Code with LLM

DevDeCode is a simple but powerful code explanation tool powered by **Google's Gemma 2B** and **LangChain**. Paste any code snippet (Java, Python, etc.), and get a natural-language explanation to help you understand what it does.

> 🧠 Built using Hugging Face Transformers, LangChain, and Gradio.

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## 🚀 Features

- 📜 Explain small code snippets using LLM
- 🧩 Supports languages like Java, Python (others can be added)
- 🌐 Web-based interface via Gradio
- 🔄 Can be extended with memory & history tracking

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## 🛠 Tech Stack

| Tool / Library         | Purpose                          |
|------------------------|----------------------------------|
| `transformers`         | Load & run Gemma 2B              |
| `langchain`            | LLM integration & prompt logic   |
| `huggingface_hub`      | Auth & model access              |
| `gradio`               | Frontend UI                      |
| `torch`                | Model backend (PyTorch)          |
| `langchain-huggingface`| LangChain-HF wrapper             |

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## 🧪 How to Use

Just paste a code snippet into the textbox and click submit. The model will explain what the code does.

⚠️ **Note:** The response time may vary depending on your GPU and input length. Model is gated — ensure you're authenticated.

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## 🧩 Example Prompt

public class Factorial {
public static int factorial(int n) {
if (n <= 1) return 1;
return n * factorial(n - 1);
}
}


👆 Get a clear explanation of recursion, factorial logic, and base conditions.

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## 🔐 Hugging Face Token

This model uses a gated Google Gemma 2B model. Make sure your Hugging Face token is set via:

- Hugging Face Spaces secrets (`HF_TOKEN`)
- Or via `huggingface-cli login` locally.

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## 🧠 Coming Soon

- Memory / Chat history support
- Upload files for batch code analysis
- Multi-language explanation support

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👨‍💻 Created by [@itzsudipta](https://huggingface.co/sudiptaverse)
🧪 Try it now: [https://huggingface.co/spaces/sudiptaverse/DataSynth](https://huggingface.co/spaces/sudiptaverse/DevDeCode)