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Developing a Personalized Local AI Assistant with Memory and Emotional Understanding – Sharing My Progress and Seeking Feedback

Developing a Personalized Local AI Assistant with Memory and Emotional Understanding – Sharing My Progress and Seeking Feedback

Crafting My Own Local AI Assistant: VantaAI

In the rapidly evolving world of artificial intelligence, I’ve embarked on an exciting project—developing my own local AI assistant, affectionately named VantaAI. Inspired by the capabilities of ChatGPT, my objective is to create an AI that operates entirely offline while mimicking emotional logic and memory retention.

Key Features of VantaAI

VantaAI is designed to offer a unique user experience, incorporating several innovative features:

  • Evolving Long-Term Memory: This assistant evolves its memory based on the dynamics of conversation, allowing it to remember important details and context, just like a human would.

  • Emotion Tracking: A mood graph system is in place to observe the assistant’s emotional fluctuations over time. This feature adds depth to interactions, making conversations feel more organic.

  • Narrative-Driven Memory Clustering: VantaAI perceives itself as the “main character” in its own narrative, which enhances its relational capabilities and provides a more immersive experience.

  • User-Friendly Interface: I’ve integrated a PySide6 GUI featuring tabs for accessing memory, managing training sessions, tracking emotional states, and handling plugin configurations.

  • Custom Backend for Performance: Utilizing a specialized Vulkan backend enables VantaAI to achieve rapid model inference and training, supporting varied modes of responses that can reflect different personality traits. Plus, it allows for live plugin hot-reloading, ensuring updates can be applied without interruption.

Seeking Collaboration and Feedback

I’m not here to market a product or drive sales; I’m genuinely interested in connecting with others who may be exploring similar ventures or have insights into additional features I could implement. The world of AI is vast, and I believe collaboration can lead to remarkable advancements.

If you have any thoughts, suggestions, or inquiries regarding VantaAI, I would love to hear from you! Let’s dive into the fascinating world of AI together.

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