A Unified Privacy-Preserving AI Assistant Integrating Conversational AI, Legal Advisory, and Document Intelligence

This paper introduces a smart, privacy-focused AI assistant designed to simplify everyday digital tasks while keeping user data completely secure. Unlike traditional assistants that rely on cloud services, this system runs entirely on local infrastructure, ensuring sensitive information never leaves the user’s device. It combines three powerful capabilities into one unified platform: natural conversational interaction, legal guidance based on Indian laws, and intelligent document understanding for tasks like summarization and question answering. Built using locally hosted large language models, the assistant offers a seamless, all-in-one solution for both individuals and organizations. Experimental results show that the system performs efficiently with acceptable response times, making it a practical and secure alternative to existing AI assistants.

@article{ijter2026212604290772,
  author = {Bhagyashree Sanjay Deshmukhe and Manasi Mahavir Kurade and Arpita Dhanpal Devmore and Prasanna Sanjay Adake and Girish Rahul Bhosale and Shrenik R. Patil},
  title = {A Unified Privacy-Preserving AI Assistant Integrating Conversational AI, Legal Advisory, and Document Intelligence},
  journal = {International Journal of Technology &  Emerging Research },
  year = {2026},
  volume = {2},
  number = {4},
  pages = {216-226},
  doi =  {10.64823/ijter.2604025},
  issn = {3068-109X},
  url = {https://www.ijter.org/article/212604290772/a-unified-privacy-preserving-ai-assistant-integrating-conversational-ai-legal-advisory-and-document-intelligence},
  abstract = {This paper introduces a smart, privacy-focused AI assistant designed to simplify everyday digital tasks while keeping user data completely secure. Unlike traditional assistants that rely on cloud services, this system runs entirely on local infrastructure, ensuring sensitive information never leaves the user’s device. It combines three powerful capabilities into one unified platform: natural conversational interaction, legal guidance based on Indian laws, and intelligent document understanding for tasks like summarization and question answering. Built using locally hosted large language models, the assistant offers a seamless, all-in-one solution for both individuals and organizations. Experimental results show that the system performs efficiently with acceptable response times, making it a practical and secure alternative to existing AI assistants.},
  keywords = {Artificial Intelligence, Privacy-Preserving AI, Local LLM, Conversational AI, Legal Advisory System, Document Intelligence, Ollama, LLaMA, Natural Language Processing, RAG, Flask API, On-Device AI},
  month = {May},
}

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