E.N.I.G.M.A.

Expert Network for Intelligent Guidance and Multi-task Assistance ENIGMA is a smart system which uses multiple Expert-of-Domain AIs under the hood to handle various parts of a chat request to make somehthing like one large AI. ( Or one big Artificially Intelligent System )

Overview

ENIGMA is a cutting-edge solution designed to optimize behavioral interactions by integrating multiple AI models, each specialized for specific tasks. The system combines expert systems to deliver superior performance and user experience.

Models Used

1. phi3 - Summary

Task: Summarization and Request Identification

The phi3 model is responsible for summarizing user requests and determining if they are functional or task-based. It ensures that the core of the user's intent is accurately captured and ready for further processing.

2. mistral - Function Calling

Task: Function Invocation

The mistral model handles the invocation of underlying tools and functions. Once the user's request is identified and summarized, mistral efficiently calls the appropriate functions to generate the required response.

3. llama3 - Conversation

Task: Conversational Interface

The llama3 model facilitates seamless and natural conversation with users. It ensures that interactions are engaging and that users receive coherent and contextually relevant responses.

Workflow

1. User Interaction: The user initiates a conversation with the system using the CLI-based chat interface.
2. Request Summarization: The phi3 model summarizes the user's request and identifies its nature (task-based or informational).
3. Function Invocation: If the request is functional, the mistral model calls the necessary underlying tools or functions to process the request.
4. Response Generation: The result is then forwarded to the llama3 model, which constructs a conversational response and delivers it back to the user.
5. User Feedback: The user receives a coherent, optimized response, enhancing the overall interaction experience.

Flow of Code

Parts of System

Benefits

• Optimized Interactions: By leveraging specialized models, the system ensures accurate and efficient handling of user requests.
• Enhanced User Experience: Natural and engaging conversations improve user satisfaction and interaction quality.
• Scalability: The system's modular design allows for easy scalability and integration of additional models as needed.

Conclusion

ENIGMA represents a significant advancement in behavioral optimization through expert systems. By combining the strengths of phi3, mistral, and llama3, it provides a robust, efficient, and user-friendly solution for diverse applications.