Streamlit

A multilingual Streamlit-based AI assistant for farmers that provides weather forecasts, crop market prices, fertilizer recommendations, farming tips, and voice-enabled queries in Hindi, English, and Telugu.

KathaVichar is an interactive storytelling platform that allows users to create, submit, and explore short stories in multiple languages. Users can input stories via text or voice files, and optionally add images to enrich their narratives. The app collects user-generated content to help improve AI-driven story analysis and recommendation features. It is mobile-friendly, easy to navigate, and encourages creativity by guiding users step-by-step through the story submission process

ManaSampada is a functional web-based platform and community that leverages the power of citizen journalism to document, preserve, and celebrate India's diverse culture.

CREATING A SIMPLE CHATBOT USING STREAMLIT

Fitzor Bot is an open-source AI-powered fitness assistant that helps users stay healthy and active. It provides personalized workout recommendations, tracks fitness progress, answers health-related queries, and motivates users to achieve their goals. Built using Python, NLP, and chatbot frameworks, Fitzor Bot is designed for gyms, trainers, and individuals seeking smart health guidance.

Resume Analyzer is an open-source tool built with Python that analyzes resumes using NLP and ML. It extracts skills, education, and experience, then matches them with job descriptions to generate similarity scores and recommendations for recruiters and job seekers.

JanaBhasha is an open-source multilingual dictionary and corpus collection platform focused on preserving India's linguistic diversity. It enables users to contribute regional words, folk songs, and stories — both in text and audio. Using AI models like Whisper and Puter, the platform supports real-time transcription and translation.

"SahayaSoochi is a Streamlit-based AI assistant that generates All types of letters in Telugu and English from user text/voice input."

A Streamlit web application for showcasing Telugu literature content interactively.

🚀 VidyaVaani - Revolutionary AI-Powered Teacher's Assistant for Regional Schools

VidyaVaani is a cutting-edge, production-ready AI education platform that democratizes artificial intelligence for India's diverse linguistic landscape. Built with enterprise-grade architecture and powered by state-of-the-art open-source AI models, this platform bridges the digital divide by bringing advanced AI capabilities to government and rural schools.

🌟 Key Features: • Multilingual AI Excellence: Native support for 12+ Indic languages (Hindi, Telugu, Tamil, Kannada, Bengali, Marathi, Gujarati, Punjabi, Odia, Malayalam, Assamese) • Open Source AI Engine: Integration with Ollama, Gemma, Llama, and Mistral models for unlimited, cost-free AI processing • Smart Document Processing: AI-powered text extraction from PDFs, images, and documents • Dynamic Content Generation: Automated creation of quizzes, explanations, translations, and Q&A sessions • Voice-First Interface: Voice commands and TTS in regional languages • Production-Ready Architecture: Docker, Redis caching, Celery task queuing

Technical Stack: • Frontend: Streamlit with modern UI/UX • Backend: Flask REST API with JWT authentication • AI Integration: Local AI models via Ollama with cloud fallbacks • Database: SQLAlchemy with SQLite • DevOps: Docker Compose, production scripts, CI/CD templates

🎯 Impact & Vision: Empowers millions of teachers across India with AI co-pilots that understand their cultural and linguistic context. VidyaVaani is a revolution in educational technology that makes AI accessible, affordable, and culturally relevant for every Indian classroom.

🔬 Research & Innovation: Perfect for AI education research, multilingual model development, and educational technology innovation. Open-source architecture enables community contributions.

Built with ❤️ for India's educational excellence by the Swecha community.

Chatbots build with Hugging face and streamlit.

The central idea of the Telugu Sahitya Sahakaari project is to create a digital, community-powered archive for Telugu literature. The project's goal is to preserve literary heritage by allowing users to upload documents, images, and text. The users are also enabled to interact with an AI chatbot and explore, research, and learn about Telugu Literature.

Lok Katha is a corpus data collection app for preserving and sharing proverbs, folk tales, and oral traditions in multiple Indian languages. It allows contributors to submit text and audio, helping build an open, community-driven dataset for research, education, and cultural preservation.

GramaSakshi is an AI assistant built to bridge the digital gap for villagers and provide smart assistance in healthcare. It empowers people with easy access to information, task management, and medical support tools.

VIRASAM – The Living Cultural Archive VIRASAM is a community-driven digital platform designed to preserve, share, and discover the rich cultural heritage of communities. It empowers users to document and maintain folk culture, traditions, local history, and traditional recipes through an interactive and AI-enhanced web application built on Streamlit and Supabase.

The platform combines modern technology with cultural preservation to enable global access, multilingual support, and community engagement. VIRASAM supports authentic storytelling and knowledge-sharing, fostering connections across generations and cultural groups.

Key features include intelligent AI-powered question answering, searchable cultural content, user authentication and contributions, and multimedia support — all aimed at safeguarding intangible cultural heritage for future generations.

VIRASAM – The Living Cultural Archive VIRASAM is a community-driven digital platform designed to preserve, share, and discover the rich cultural heritage of communities. It empowers users to document and maintain folk culture, traditions, local history, and traditional recipes through an interactive and AI-enhanced web application built on Streamlit and Supabase.

The platform combines modern technology with cultural preservation to enable global access, multilingual support, and community engagement. VIRASAM supports authentic storytelling and knowledge-sharing, fostering connections across generations and cultural groups.

Key features include intelligent AI-powered question answering, searchable cultural content, user authentication and contributions, and multimedia support — all aimed at safeguarding intangible cultural heritage for future generations.

this project is for recalling the old spiritual things

VIRASAM – The Living Cultural Archive VIRASAM is a community-driven digital platform designed to preserve, share, and discover the rich cultural heritage of communities. It empowers users to document and maintain folk culture, traditions, local history, and traditional recipes through an interactive and AI-enhanced web application built on Streamlit and Supabase.

The platform combines modern technology with cultural preservation to enable global access, multilingual support, and community engagement. VIRASAM supports authentic storytelling and knowledge-sharing, fostering connections across generations and cultural groups.

Key features include intelligent AI-powered question answering, searchable cultural content, user authentication and contributions, and multimedia support — all aimed at safeguarding intangible cultural heritage for future generations.

VIRASAM – The Living Cultural Archive VIRASAM is a community-driven digital platform designed to preserve, share, and discover the rich cultural heritage of communities. It empowers users to document and maintain folk culture, traditions, local history, and traditional recipes through an interactive and AI-enhanced web application built on Streamlit and Supabase.

The platform combines modern technology with cultural preservation to enable global access, multilingual support, and community engagement. VIRASAM supports authentic storytelling and knowledge-sharing, fostering connections across generations and cultural groups.

Key features include intelligent AI-powered question answering, searchable cultural content, user authentication and contributions, and multimedia support — all aimed at safeguarding intangible cultural heritage for future generations.

A Streamlit-based Diary App where users can upload text diaries, save notes, and upload audio files.