{"repo":"virtualcell/VCell-AI","free":true,"listed":false,"github":"https://github.com/virtualcell/VCell-AI","clone":"git clone https://github.com/virtualcell/VCell-AI.git","description":"An AI-powered platform for discovering, analyzing, and exploring biomodels from the VCell database. Built as part of Google Summer of Code (GSoC25), this project combines modern web technologies with AI capabilities to provide an intuitive interface for scientific model research.","language":"TypeScript","stars":13,"topics":["auth0","biomodels","docker","fastapi","gsoc-2025","llms","nextjs","python","qdrant","typescript"],"license":"MIT","category":"ai-agents","readme_excerpt":"VCell AI Platform An AI-powered platform for discovering, analyzing, and exploring biomodels from the VCell database. Built as part of Google Summer of Code (GSoC), this project combines modern web technologies with AI capabilities to provide an intuitive interface for scientific model research. Features - AI-Powered Chatbot : Natural language interface for querying and analyzing biomodels using LLMs with tool calling - Comprehensive Biomodel Search : Advanced search capabilities with filtering and sorting options using the VCell API - Visual Diagrams : biomodel diagrams and visualizations - Knowledge Base : Vector-based document storage and retrieval using Qdrant - Modern UI : Beautiful interface built with Next.js and Tailwind CSS Architecture This is a monolithic repository containing both frontend and backend services: - Frontend : Next.js 15 with TypeScript, Tailwind CSS, and Radix UI components - Backend : FastAPI with Python 3.12+, Poetry for dependency management - Vector Database : Qdrant for knowledge base storage and retrieval - Containerization : Docker and Docker Compose Project Structure Tech Stack Frontend - Framework : Next.js - Language : TypeScript - Styling : Tailwind CSS - UI Components : Shadcn UI - Markdown : React Markdown with KaTeX for math rendering Backend - Framework : FastAPI - Language : Python 3.12+ - Dependency Management : Poetry - Database : Qdrant Vector Database - AI/ML : OpenAI API, LangChain - File Processing : PyPDF, Markitdown - Testing","default_branch":null,"files":null,"tree":[],"storefront":"/r/virtualcell","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/virtualcell/VCell-AI/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}