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open-source

AI-powered open-source repository onboarding assistant that analyzes GitHub repositories and provides onboarding guidance using Gemini and Ollama.

Local-first RAG chatbot for university documents using PyMuPDF4LLM, FAISS, Groq and Llama.cpp.

AI-powered document chatbot with RAG, FAISS vector search, OCR support, Local AI (Ollama), and BYOK integrations for Gemini and Groq.

AI Expense Tracker is a smart personal finance management application that helps users track, categorize, and analyze their daily expenses using Artificial Intelligence. The application enables users to record transactions, monitor spending habits, and gain valuable financial insights through interactive dashboards and AI-powered analytics.

Unlike traditional expense trackers, this platform uses AI to automatically categorize expenses, identify spending patterns, generate personalized savings recommendations, and answer finance-related queries through a conversational interface. Users can upload receipts, manually enter expenses, or import transaction data for seamless expense management.

The application supports both cloud-based AI models and local AI inference solutions such as Ollama, allowing users to maintain privacy while benefiting from intelligent financial analysis. It also provides a Bring Your Own Key (BYOK) option, enabling users to connect their preferred AI providers using their own API keys.

Offline, CPU-first AI that transforms unstructured documents into structured, searchable data using local language models.

An open-source, modular public transport routing engine built with Python 3.13+. It abstracts external transit APIs behind a resilient service layer to compute efficient multi-modal routes with integrated caching and strict compliance.

Offline-first, CPU-first AI reader companion that narrates and analyzes stories locally using Ollama and structured feedback JSON.

ClauseGuard is an AI-powered offline legal document analyzer that detects risks, simplifies contracts, and protects user privacy.

Offline-first lecture transcription and structured study data extraction CLI/PWA.

Kisan Mitra AI is an AI-powered multilingual farming assistant that helps farmers with crop recommendations, disease detection, weather updates, market prices, and government scheme information.

LocalSlate is an offline-first, CPU-optimized AI incident processing system that converts unstructured text, audio, and voice reports into structured actionable data using a FastAPI backend, local AI workflow, and MySQL persistence.

Memento AI – A CPU-first, offline AI assistant that transforms documents, images, audio, video, and text into structured knowledge using local LLMs, SQLite, and Retrieval-Augmented Generation (RAG), with

offline-first, AI-powered FIR draft assistant. Uses local LLMs (Ollama) and on-device OCR to ecurely extract structured data from sensitive complaint documents without the cloud.

Open-source crowdsourced wildfire and smoke tracking dashboard built for communities.

🎤 SpeakWise AI is an AI-powered public speaking coach built with Streamlit. It analyzes speech recordings, detects filler words, evaluates speaking pace, generates confidence scores, and provides personalized feedback using Local AI (Ollama) or BYOK support for OpenAI/Gemini.

Offline Investigation Intelligence Platform

DriverOS is an AI-powered driver assistance and safety platform designed for commercial drivers, truck drivers, delivery partners, and fleet operators across India. The platform focuses on driver safety, health monitoring, emergency response, trip management, document storage, and real-time support services.

AgriGuard AI is an AI-powered, offline crop disease detection and agricultural advisory system that uses computer vision and deep learning to identify crop diseases from images, estimate disease severity, and provide treatment and prevention recommendations. Designed for farmers and agricultural professionals, the system operates without an internet connection, ensuring reliable field deployment in remote areas while promoting sustainable and precision agriculture

NyayaBloom is an AI-powered Judicial Intelligence Platform designed to democratize legal knowledge and improve judicial transparency across India. The platform enables citizens, lawyers, law students, researchers, journalists, and judicial professionals to access legal information, understand judicial processes, explore case precedents, and improve legal literacy through a multilingual AI-powered ecosystem. Instead of replacing judges, courts, or legal professionals, NyayaBloom serves as an intelligent legal knowledge assistant that simplifies legal information and promotes informed civic participation.

AI-assisted public-sector innovation planning and evidence-backed decision support platform for government teams.