A

AI

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

Failure Archive is a platform that documents and analyzes real-world failures—including startups, products, policies, inventions, and business decisions—to help users learn why they failed, extract key lessons, and discover strategies for turning similar ideas into successful ventures. It serves as a knowledge hub for entrepreneurs, students, researchers, and innovators by transforming failure stories into actionable insights and learning opportunities.

Solaria is an AI-powered media analyzer that processes images, audio, and documents through a vision API to generate descriptive titles, detailed descriptions, and categorization. Built as a lightweight, client-side web application with a modern drag-and-drop interface, it supports batch processing and allows users to iteratively refine results with optional hints before exporting structured JSON output.

Opportunity Radar is an AI-powered platform that discovers startup opportunities, analyzes market trends, and helps entrepreneurs identify high-potential business ideas.

Team Portfolio is a collaborative portfolio website showcasing the profiles, skills, projects, achievements, and career aspirations of team members. It serves as a centralized platform to highlight the team's technical expertise, project contributions, certifications, and professional growth, making it easier for recruiters, mentors, and collaborators to explore the team's capabilities and accomplishments

newhackathon-qlhmvw7jv34agekacwf76n.streamlit.app

Team-Quiz is an intelligent, Python-based educational platform that transforms how teams learn by automating the creation of custom assessments. Featuring a robust data-ingestion pipeline, the application dynamically decodes various file formats like PDFs and CSVs, leveraging an integrated AI engine to extract core concepts and instantly generate targeted question-and-answer quizzes. This allows users to simply upload their raw study materials or data instead of manually writing tests, dramatically streamlining the knowledge assessment process. Under the hood, the project is engineered with a strict focus on DevOps compliance, utilizing containerization and automated CI/CD security standards to ensure a highly reliable, production-ready environment.

RideSync is a full-stack ride-sharing web application that connects drivers and passengers traveling in the same direction, helping users reduce travel costs, save time, and promote sustainable transportation.

DeepFake Shield is an AI-powered platform designed to detect and analyze manipulated digital media, including images, videos, and audio. The system uses machine learning and forensic analysis techniques to identify deepfakes, synthetic content, and media tampering. It provides users with trust scores, authenticity reports, real-time alerts, and both online and offline analysis capabilities, helping individuals, organizations, and law enforcement combat misinformation and digital fraud.

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

Local PDF RAG system using TinyLlama, FAISS, Streamlit, and Sentence Transformers.

Local PDF Question Answering System using TinyLlama, Llama.cpp, Streamlit, and Retrieval-Augmented Generation (RAG).

Multimodal Retrieval-Augmented Generation (RAG) application built with Streamlit, LangChain and ChromaDB for intelligent document question answering.

A dual-mode RAG (Retrieval-Augmented Generation) chatbot. Mode 1 uses hybrid search (pgvector + BM25) with Ollama for fully local, free LLM inference. Mode 2 uses a lightweight Find-Retrieve-Answer workflow with PyMuPDF4LLM and llama.cpp for structured PDF Q&A with zero embeddings or vector database.

GRAM Connect is a platform that helps citizens identify and apply for eligible government welfare schemes based on their profile, location, income, and category. It provides scheme recommendations, eligibility checking, and awareness of government benefits.

Local Streamlit RAG research assistant for querying uploaded and preloaded documents with Ollama, LangChain, and ChromaDB.

Local-First Document Q&A with RAG using Ollama — Find-Retrieve-Answer pattern

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

FRIDAY-RAG is a Retrieval Augmented Generation chatbot built using Python and Streamlit.

NyayaSetu is an AI-powered Citizen Rights and Civic Governance Assistant that helps users understand laws, civic services, RTI procedures, and government schemes using Retrieval-Augmented Generation.