Mimir AI: Intelligent Enterprise Assistant (Team Maverick_24) 🚀

Smart India Hackathon 2024 - Problem Statement ID: 1706 🏆

Project Overview 💡

The Intelligent Enterprise Assistant is an AI-powered chatbot designed to boost organizational efficiency. With cutting-edge NLP capabilities, document processing, and a lifelike digital avatar, it facilitates real-time, context-aware interactions to enhance productivity and decision-making.

Features 🌟:

• Digital Human Avatar 🤖: Engage with users through human-like responses.
• Multimodal Input Support 📱💬: Handles text, voice, image, and document inputs.
• Real-time Performance ⏱️: Answers queries in under 5 seconds with support for 10+ concurrent users.
• Document Processing 📑: Extracts, summarizes, and compares key info from uploaded files.
• Security 🔐: Email-based two-factor authentication (2FA) and inappropriate language filtering.

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Technical Architecture 🔧

1. Input Handling:

   • Text and Speech-to-Text processing 📝🎤.
   • Document uploads via Firebase with presigned URLs 📂.

2. Processing Pipeline:

   • Uses a Large Language Model (LLM) with Retrieval-Augmented Generation (RAG) 🔍.
   • Document chunks embedded for efficient retrieval 🔄.

3. Output Generation:

   • Responses in text and voice (Text-to-Speech) 🗣️.
   • Digital human avatar delivers lifelike interactions with multilingual lip-syncing support 🌐.

4. Cloud Infrastructure ☁️:

   • Scalable backend using Firebase for operational efficiency.

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Challenges and Mitigations ⚠️

Potential Challenges:

• Real-time response generation and lip-syncing latency ⏳.
• Multilingual lip-sync complexity 🌍.
• Smooth performance with concurrent users 👥.

Strategies:

• Optimization of Rhubarb Lipsync for real-time performance ⚡.
• Machine learning-based context maintenance 🤖.
• Continuous testing and performance enhancement 🔬.

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Current Status 🛠️

• Product Completion: 60% (Development in progress) 💻.
• Next Steps:
  • Testing and validation 🧪.
  • Performance optimizations 🚀.

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Benefits and Impact 🌍

• Multilingual Support 🌏: Inclusive for diverse user demographics.
• Accessibility ♿: Supports users with disabilities through voice and image recognition.
• Cost Reduction 💸: Automates routine tasks, reducing operational expenses.
• Environment-Friendly 🌱: Cloud infrastructure minimizes the carbon footprint.

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Getting Started 🚀

Prerequisites ⚙️:

• Node.js and npm (for backend)
• Unreal Engine (for digital human integration)
• Firebase setup 📱

Installation 💻:

1. Clone the repository:

   git clone https://github.com/KishoreMuruganantham/intelligent-enterprise-assistant.git

2. Navigate to the project directory:

   cd intelligent-enterprise-assistant

3. Install dependencies:

   npm install

4. Configure Firebase and AWS credentials in the .env file 🔑.

Running the Project 🏃:

• Start the backend server:

  npm start

• Launch the digital human integration in Unreal Engine 🎮.

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Authors ✨

Team Maverick_24
Participants of Smart India Hackathon 2024 🎉

1. Mugundhan Y 🏆
2. Mukundh A P 🌟
3. Praveen Kumar R 🔥

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License 📜

This project is licensed under the MIT License. See the LICENSE file for details.