swecha

Project Description: A Streamlit-based Farmers Knowledge Corpus Engine to collect, preserve, and visualize traditional agricultural knowledge, remedies, folk practices, stories, and historical insights directly from farmers across India. The application allows farmers to submit knowledge in text, audio, video, or image formats, supports search and filtering by keywords, category, and language, and provides visual analytics such as word clouds, contribution maps, and category charts. Users can like entries, add comments, and export the corpus in CSV or JSON formats. The project aims to preserve indigenous knowledge for researchers, students, and agricultural communities while promoting community engagement and knowledge sharing.

Tags:Streamlit, Python, Agriculture, Knowledge Corpus, Data Visualization, Community Engagement, Open Source

Telugu proverb collector and generator

✊ Swarajya Scanner — AI-Powered Legal Rights App in Your Language 🇮🇳 "Your rights. Your language. Your Swarajya."

Swarajya Scanner puts the Constitution in your pocket — and the confidence to use it. It's an AI-driven app that answers everyday legal questions in simple, regional language, helping citizens understand their rights without legal jargon.

Whether it's "Can police take my phone?" or "Do I need to give notice before quitting?", Swarajya Scanner breaks it down clearly, in languages people actually speak.

This was a solo project where I built an English-to-Telugu translation system. It converts text from English into natural, context-aware Telugu, aiming to make communication and learning easier across both languages.

Telugu Meme Remix / Desi Meme Center — a full-stack meme hub to create, remix and share Telugu memes. Live demo: https://app--telugu-meme-remix-c8f05cce.base44.app

🌟 VakyaVibe.ai – Indian Language Corpus Collection Platform VakyaVibe.ai is an open-source, community-powered web application designed to preserve and celebrate India's rich linguistic and cultural heritage. It serves as a multilingual Corpus Collection Engine, enabling users to contribute and explore proverbs, slang words, and tongue twisters across 10+ Indian languages and dialects.

🚀 Features 🌐 Multilingual Support – Hindi, Telugu, Tamil, Bengali, Marathi, Gujarati, Kannada, Malayalam, Punjabi, Odia, and more

🤖 AI-Powered Intelligence – Mistral AI (primary), OpenAI (fallback), Ollama (local)

🗳️ Community Contributions – Submit, vote, and categorize cultural expressions

📊 Admin Dashboard – User stats, language analytics, CSV/JSON export

🤗 Hugging Face Integration – Dataset sync, backup, and model-ready formats

📱 Modern UX – Mobile-friendly, offline-first, PWA, dark/light modes

🔐 Data Governance – Validation, version control, and privacy safeguards

ManaBhasha AI – Telugu Q&A Chatbot ManaBhasha AI is a question-answering chatbot built for Telugu speakers. It leverages Retrieval Augmented Generation (RAG) architecture with IndicBERT embeddings to deliver accurate, context-aware answers in Telugu. This project is part of the Summer of AI 2025 Hackathon and aims to contribute to building open-source language models and tools for regional language AI.

A multilingual Streamlit app for collecting, displaying, and preserving regional proverbs across South Asia.

We are building Lokkatha, a Streamlit web app hosted on Hugging Face Spaces, designed to collect and preserve Indian folk stories, proverbs, and short tales in users’ native languages.

Users can:

Write stories in languages like Hindi, Telugu, Tamil, and more.

Select the language of their submission.

Submit their story, which is saved to a centralized file for all contributions.

View a table of all collected stories, making it a collaborative cultural archive.

This project functions as a “mini crowdsourcing AI platform” to gather cultural knowledge. The collected data can later be used to train AI models for generating stories in local languages.

BhashaBridge Rural Voice Corpus Builder and Multilingual AI Translator - A comprehensive AI-powered solution for building voice corpora from rural communities and providing multilingual translation services. Features voice data collection, dialect processing, corpus management, and real-time translation capabilities to bridge language barriers in rural areas.

Swecha Project – A community-driven open-source project under Swecha initiative. This project is aimed at developing and contributing Free and Open Source Software (FOSS) solutions, built with Python and modern development practices, following GNU AGPLv3 license compliance.

🕉️ Mandir__Mithra – AI-Powered Temple Guide

A bilingual (English + Telugu) chatbot that guides users through sacred temples of Telangana & Andhra Pradesh.

Features:

🏛️ 20+ temples with history, architecture, images 💬 Interactive chatbot interface 🌍 AI-powered: Fetches real-time facts from Wikipedia 🔊 Text-to-Speech in Telugu & English 🚀 Static web app deployed on Hugging Face

Built as part of SOAI 2025 internship.

"Tejaswi" is an open-source AI assistant that provides high-quality, accurate responses in nine major Indian languages. It solves the common problem of garbled text in Indic scripts by using a unique architecture: a powerful English-language model (Mistral-7B) for reasoning, combined with a real-time translation layer. This ensures users can interact fluently in their native language and receive reliable, coherent answers.

Meet Chef Ahmed, your friendly AI guide to Hyderabadi cuisine! 👨‍🍳 Get easy, step-by-step recipes in Hinglish. An open-source project with a focus on Indic languages.

Jeevitham (meaning Life in Telugu) is a community-driven initiative aimed at building sustainable digital tools that address real-world social, environmental, and livelihood challenges. The project focuses on empowering people with open-source solutions that can be adapted for local needs.

🌱 Vision

To create technology that enhances human life, respects cultural diversity, and ensures sustainability for future generations.

🎯 Objectives

Develop open-source applications that promote sustainability and well-being.

Preserve and integrate local knowledge systems with modern digital platforms.

Provide tools for data collection, visualization, and decision-making in communities.

Encourage collaboration among students, developers, and citizens for social impact.

🔑 Features (example directions — adapt as per your actual files)

📊 Data Logger & Analyzer – record and analyze data (health, environment, livelihood).

🌍 Localization – tools and content in local languages (Telugu + others).

🗂 Templates for Collaboration – pre-built templates for issue tracking and merge requests.

💡 Extensible Design – easy to add new features based on community needs.

🛠️ Tech Stack

Frontend: HTML, CSS, JavaScript (React optional)

Backend: Python / Node.js (based on module)

Database: SQLite / PostgreSQL

Version Control: Git + GitLab

🚀 How to Contribute

Fork the repository.

Create a feature branch.

Add your contributions.

Submit a merge request with the provided template.

📜 License

This project is licensed under AGPLv3 to ensure openness and community benefit.

This project showcases two chatbot implementations: one using Hugging Face Transformers for building a general-purpose conversational AI, and another Indic-language chatbot powered by Dify.AI with Gemini integration for multilingual support. The first focuses on simplicity and flexibility with open-source models, while the second enables natural conversations in Indian languages using a no-code orchestration platform.

A Streamlit web app to explore vegetation types using AI and ML models, Built for SOAI 2025 Internship.

A community hub for Telugu language enthusiasts to discuss phrases, share stories, and solve riddles, with AI assistance.

Exploring Our Heritage Local Lore & Proverb Collector is a web application built with React, TypeScript, and Tailwind CSS. It enables users to contribute, preserve, and explore regional proverbs, stories, and cultural wisdom. Designed for low-bandwidth environments, it supports offline data submission and is deployed on Hugging Face Spaces to promote cultural heritage globally.

A community-driven digital cookbook to preserve and share India's diverse culinary heritage.