solusops/researchmatehackathon

ResearchMate is a prototype app built for an OpenAI Build Week hackathon. It tries to solve a familiar problem for students and researchers: reading academic papers is a scattered, lonely process. You typically have a PDF open in one window, notes somewhere else, browser tabs for background reading, and a chatbot on the side. ResearchMate wants to collapse all of that into a single workspace centered on the paper itself. Instead of offering one chatbot, the app gives you a set of specialized helpers. One explains paragraphs in plain language, another challenges your understanding, one builds a wiki from what you read, one creates practice quizzes and flashcards, one tracks what you forget over time, and one tries to connect the paper to your broader research goals. You can select any paragraph and turn it into a Feynman-style explanation, a flashcard, a quiz question, a wiki entry, a debate prompt, a search for related papers, or a research idea. The app uses a system called Cognee as its memory layer. Cognee stores what you learn as a combination of a graph and vector database, running locally on your machine. Every helper agent reads this memory before responding and writes back to it after you work. This is what the README says makes ResearchMate a partner rather than a simple question-and-answer tool: it remembers your progress and adjusts future study sessions based on that history. Other features include a citation graph that shows how your uploaded papers reference each other, a pair-reading mode that conducts Socratic conversations, and a sandboxed visual generator that creates diagrams from paper content when it has enough context to do so reliably. The app also tracks memory health and reports when memory is degraded rather than silently falling back to simpler behavior. The README is notably detailed about the development process, explaining that the project was built using specification-driven development with AI coding agents. The full README is longer than what was shown.