AgroAssist AI: An Artificial Intelligence Framework for Village Welfare Services Using Multimodal Interaction

Agriculture remains the backbone of India's economy, yet farmers frequently face challenges in accessing timely information about government schemes, market prices, and modern farming practices. This paper presents AgroAssist AI, an intelligent multimodal interaction platform designed to empower rural farmers through artificial intelligence and machine learning technologies. The system enables seamless communication via text, voice, image, and video inputs in local languages, leveraging Natural Language Understanding, Computer Vision, and Speech Synthesis technologies. Through integration of Gemini AI models and Convolutional Neural Networks, AgroAssist AI achieves real-time processing with an average response time of 2.8 seconds while maintaining 91.4% accuracy across multiple input modalities. The platform successfully bridges the gap between illiteracy and digital access, providing personalized agricultural insights and government scheme information to over 350 test users. A Streamlit-based web interface ensures accessibility across mobile and desktop devices, promoting digital inclusion and enhancing productivity among rural farmers.

Publication Details

Journal
Iconic Research and Engineering Journals
Published
2025-12-01
DOI
https://doi.org/10.64388/irev9i6-1712465
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

AgroAssist AI: An Artificial Intelligence Framework for Village Welfare Services Using Multimodal Interaction

Iconic Research and Engineering Journals
Smart Agriculture and AI
article

AgroAssist AI: An Artificial Intelligence Framework for Village Welfare Services Using Multimodal Interaction

article en

Abstract

Agriculture remains the backbone of India's economy, yet farmers frequently face challenges in accessing timely information about government schemes, market prices, and modern farming practices. This paper presents AgroAssist AI, an intelligent multimodal interaction platform designed to empower rural farmers through artificial intelligence and machine learning technologies. The system enables seamless communication via text, voice, image, and video inputs in local languages, leveraging Natural Language Understanding, Computer Vision, and Speech Synthesis technologies. Through integration of Gemini AI models and Convolutional Neural Networks, AgroAssist AI achieves real-time processing with an average response time of 2.8 seconds while maintaining 91.4% accuracy across multiple input modalities. The platform successfully bridges the gap between illiteracy and digital access, providing personalized agricultural insights and government scheme information to over 350 test users. A Streamlit-based web interface ensures accessibility across mobile and desktop devices, promoting digital inclusion and enhancing productivity among rural farmers.

Iconic Research and Engineering JournalsVol. 9(6)
Openalex Percentile: Top 71%
Smart Agriculture and AI
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.