ConverseAI: Revolutionizing Edge AI and Vision with customizable models

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

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Publication Details

Journal
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Published
2025-04-12
DOI
https://doi.org/10.55041/ijsrem44254
Primary Topic
Advanced Neural Network Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

ConverseAI: Revolutionizing Edge AI and Vision with customizable models

Mohit Manjalkar, Sahil Bhojekar
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Advanced Neural Network Applications
article

ConverseAI: Revolutionizing Edge AI and Vision with customizable models

Mohit Manjalkar, Sahil Bhojekar
article en

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

INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENTVol. 09(04)
University of Mumbai (IN)
Openalex Percentile: Top 94%
Advanced Neural Network Applications
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ConverseAI: Revolutionizing Edge AI and Vision with customizable models — Mohit Manjalkar, Sahil Bhojekar · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT (2025) | TGRS Research Map | TGRS