# Welcome to SANKA!

## Overview

Sanka is an open-source infrastructure platform designed to empower users to create personalized AI companions. These companions are customizable in terms of appearance, personality, speaking style, and emotional interaction, fostering deep, individualized human-AI relationships. Built with a focus on ethical AI, privacy, and accessibility, Sanka aims to democratize AI companionship by providing tools for developers, researchers, and everyday users to build companions that adapt to emotional cues and provide meaningful support. Inspired by emerging trends in emotional AI, Sanka integrates advanced natural language processing (NLP), machine learning, and multimodal generation to create lifelike interactions.

> The project draws from existing open-source ecosystems like Hugging Face models and LangChain for orchestration, while addressing gaps in personalization and emotional depth seen in platforms like Replika or Character.AI. Sanka is developed with scalability in mind, supporting deployment on local hardware or cloud environments, and emphasizes user privacy through decentralized data handling.

> Sanka is developed with scalability in mind, supporting deployment on local hardware or cloud environments, and emphasizes user privacy through decentralized data handling.

## Get Started

We've put together some helpful guides for you to get setup with our product quickly and easily.

{% content-ref url="fundamentals" %}
[fundamentals](https://sanka-2.gitbook.io/sanka-docs/fundamentals)
{% endcontent-ref %}

{% content-ref url="technical" %}
[technical](https://sanka-2.gitbook.io/sanka-docs/technical)
{% endcontent-ref %}

{% content-ref url="use-cases" %}
[use-cases](https://sanka-2.gitbook.io/sanka-docs/use-cases)
{% endcontent-ref %}