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metadata 
title: ToneForge AI
emoji: ⚡
colorFrom: indigo
colorTo: blue
sdk: docker
pinned: false

ToneForge AI 🚀

ToneForge AI is a sophisticated, minimalist AI-powered email assistant designed to elevate professional communication. It leverages high-performance LLMs via Groq and LangChain to provide formalization, translation, strategic negotiation, and legal analysis in a single, streamlined interface.

🌟 Core Features

1. ✍️ Formalize & Translate

Transform casual thoughts into polished, professional drafts.

  • Context-Aware: Choose between Business, Corporate, or Academic styles.
  • Multilingual: Formalize and translate into any target language (Spanish, French, Hindi, etc.) in one step.

2. 🤖 Smart Reply

Generate intelligent, contextually relevant responses to incoming messages.

  • Maintains the original conversation's thread and tone.
  • Built-in tone profiles (Business, Corporate, Academic).

3. 🤝 Strategic Negotiation (Multi-Agent)

A complex simulation tool using LangGraph to model a back-and-forth negotiation between two AI agents:

  • Proposer: Drafts emails representing your strategic position.
  • Responder: Simulates the counterpart's realistic reactions and counter-proposals.
  • Evaluator: A neutral agent that determines if an agreement is reached or suggests next steps.

4. ⚖️ Legal Parser

Deconstruct complex legal text or contract emails into structured intelligence.

  • Extracts Obligations and Deadlines.
  • Identifies Risk Flags (e.g., "indemnify", "irrevocable").
  • Rates clauses by risk level (Low/Medium/High).
  • Provides an Executive Summary in plain English.

🛠️ Tech Stack

🚀 Deployment

🐳 Hugging Face Spaces (Backend/Full-Stack)

This repository is configured to run as a Docker container on Hugging Face Spaces.

  1. Create a new Space with the Docker SDK.
  2. Add your GROQ_API_KEY to Settings > Variables and secrets.
  3. Push this repo to the Space's remote.
  4. Access the API documentation at https://your-space-name.hf.space/docs.

⚡ Vercel (Frontend Only)

You can host the frontend separately on Vercel for maximum performance.

  1. Connect this GitHub repository to Vercel.
  2. Vercel will automatically serve the root index.html.
  3. The frontend is pre-configured to automatically route requests to the Hugging Face API when running on a non-HF domain.

💻 Local Development

  1. Install Dependencies:
    pip install -r requirements.txt
  2. Environment Variables: Create a .env file and add:
    GROQ_API_KEY=your_api_key_here
  3. Run the Server:
    uvicorn main:app --reload --port 8000
  4. Open in Browser: http://localhost:8000

📜 License

MIT License. Built with ❤️ for professional efficiency.