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About CARYNA

CARYNA It is an intelligent virtual assistant, developed to provide real-time conversational support, optimized for integration on websites, social platforms, and custom applications. CARYNA stands out with a minimalist design, humanized conversational behavior, and a modular software architecture that enables scalability and adaptability to a wide range of business and technical needs.


Project Objective

The main objective of the CARYNA project is to create a conversational agent that can operate autonomously on a brand's or company's website, assisting users in real-time, providing information, answering questions, posting content on social media, and moderating interactions in the digital space. CARYNA is built not only as a classic chatbot but as a complete digital assistant, capable of improving its performance based on context and conversational history.


Main Characteristics

  • Customizable web conversational interface Integrable widget with responsive, minimalist, and adaptable design, allowing easy interaction with users.

  • Persistent conversational history Automatically save the latest interactions in localStorage so that the user can resume the conversation even after refreshing the page.

  • Contextual AI responses Use AI to generate coherent, logical, and personalized responses based on the context.

  • Social media integration :It allows automation of activity on Facebook by responding to comments, posting updates, and moderating content.

  • Multimedia capabilities :support for text-to-speech synthesis and, in future updates, speech-to-text recognition.


Technologies Used

CARYNA is the result of a rigorous integration of modern technologies in the fields of AI, backend API, web frontend, and automation

  • Python - the main language used for server-side logic and AI integration.

  • FastAPI - fast, efficient API framework, ideal for asynchronous applications and microservices.

  • PHP - used for fast communication between frontend and backend through lightweight server-side scripts (chat.php).

  • JavaScript (vanilla) - The dynamic logic in the chatbot interface is fully implemented in native JavaScript for maximum performance.

  • HTML & CSS - for fully customizable structure and styling of the chatbot widget.

  • Node.js (for external extensions) - it can be used in the future for webhook events or integration with other external services.

Scalability and Modularity

CARYNA is built modularly, which means that new functionalities can be easily added, such as:

  • support for new languages;

  • integration with WhatsApp through third-party APIs (e.g. Twilio)

  • dedicated mobile application (iOS/Android)

  • administration panel for conversational analysis and training.


Performance and Hosting

CARYNA runs efficiently on a dedicated server, allowing fast request processing and full customization of the execution environment. This approach ensures:

  • total confidentiality of user data;

  • possibility of scaling through Docker containers and orchestration with Kubernetes in case of high traffic


Future Development Directions

  • Adding a feedback system for users

  • Facial or vocal recognition for user identification

  • Real-time sentiment analysis;

  • Integration with existing CRMs (e.g. HubSpot, Zoho)

  • Full voice customization (multiple voices, accents, personalities).

CARYNA is not just a chatbot, but a complete solution for automation and digital assistance, tailored to the modern requirements of online interaction. It is a reliable virtual partner, ready to represent your brand with professionalism and empathy, 24/7.


By combining state-of-the-art technologies with a user-centered approach, CARYNA becomes an essential tool for any digital business looking to provide instant support, efficient communication, and a constant online presence.