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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM44254

ConverseAI: Revolutionizing Edge AI and Vision with customizable models

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM44254

Volume:

9 |

4 |

Apr 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/ijsrem44254

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

MM

Mohit Manjalkar

SB

Sahil Bhojekar

SB

Sonal Baury

DC

Dhanush Chandran

BA

Bhavna Arora

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Abstract

ConverseAI is a robust, locally deployed artificial intelligence platform specifically designed to provide effortless interaction with optimized Large Language Models (LLMs), and its base engine is Ollama. With a focus on user privacy, personalization, and operation efficiency, it enables users to perform different tasks without the need for continuous internet connectivity. The web-based interface enables multimodal interaction in the form of text typing, vision-based inputs to handle images, and speech-to-text functionality for hands-free interaction. With Retrieval-Augmented Generation (RAG) built into it, ConverseAI enhances response precision with the use of document retrieval and embeddings to make responses relevant to the context. Its scalable design enables the deployment of various sizes of models and domain-specific variations, hence supporting a wide variety of workflows, which vary from educational support and professional automation to creating creative content. In successfully bridging the gap between artificial intelligence capabilities and real-world utilization, ConverseAI offers a very versatile and efficient AI experience.

KEYWORDS

large language models customization efficiency offline ai web-based interface multimodal interactions text prompts image analysis speech-to-text hands-free usability retrieval-augmented generation document retrieval

Cite This Article

Mohit Manjalkar, Sahil Bhojekar, Sonal Baury, Dhanush Chandran, Bhavna Arora, "ConverseAI: Revolutionizing Edge AI and Vision with customizable models," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 4, Apr 2025. https://doi.org/10.55041/ijsrem44254

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Publication Date

4/12/2025

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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Conflict of Interest

The authors declare no conflict of interest related to this research work.

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