/My-AI-Assistant

"My AI Assistant" is a sophisticated virtual assistant designed to simplify daily tasks, provide information, and assist users in various activities using artificial intelligence (AI) techniques. This project aims is to create a personalized and intelligent assistant that can understand natural language commands.

Primary LanguageJupyter NotebookMIT LicenseMIT

My AI Assistant

"My AI Assistant" is a sophisticated virtual assistant designed to simplify daily tasks, provide information, and assist users in various activities using artificial intelligence (AI) techniques.

Features

  • Natural Language Understanding: Interprets user commands accurately using advanced natural language processing (NLP) algorithms,
  • Task Automation: Automates repetitive tasks such as setting reminders, sending emails, managing calendars, and controlling smart home devices.
  • Information Retrieval: Provides real-time information on weather, news, sports scores, and more by accessing internet resources.
  • Personalization: Learns user preferences and adapts responses and recommendations accordingly for a tailored experience.
  • Voice Interaction: Supports voice commands for hands-free operation and accessibility using speech recognition technologies.
  • Extensibility: Easily extendable with additional skills and integrations with third-party services through modular architecture and APIs.

Technologies Used

  • Natural Language Processing (NLP): SpaCy, NLTK
  • Machine Learning: TensorFlow, Scikit-Learn
  • Backend Development: Python, Flask/Django
  • Frontend Development: React.js, HTML/CSS
  • Database: SQLite, MongoDB
  • Voice Recognition: Google Speech API, SiriKit (for iOS)
  • Integration: APIs for weather, news, and other services

Installation

  1. Clone the repository:
    git clone https://github.com/yourusername/my-ai-assistant.git
  2. Navigate to the project directory:
    cd my-ai-assistant
  3. Install backend dependencies:
    pip install -r requirements.txt
  4. Install frontend dependencies:
    npm install
  5. Configure the assistant with API keys and any required credentials.
  6. Deploy and run the application.

Usage

  1. Start the AI assistant application.
  2. Interact with the assistant using text or voice commands.
  3. Explore different features such as task automation, information retrieval, and personalization.
  4. Provide feedback and suggestions for improving the assistant's functionality.

License

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