{"repo":"Nirikshan95/VettIQ","free":true,"listed":false,"github":"https://github.com/Nirikshan95/VettIQ","clone":"git clone https://github.com/Nirikshan95/VettIQ.git","description":"VettIQ is an AI-powered startup idea validation tool that leverages LangGraph workflows, FastAPI, and Streamlit to deliver actionable insights for entrepreneurs","language":"Python","stars":17,"topics":["agentic-ai","ai-agents","business-intelligence","entrepreneurship","fastapi","huggingface","langchain","langgraph","market-analysis","risk-assessment"],"license":"MIT","category":"ai-agents","readme_excerpt":"VettIQ - Startup Idea Validation Tool A comprehensive AI-powered platform that validates startup ideas through intelligent market analysis, competitor research, risk assessment, and strategic advice. Built with FastAPI backend and Streamlit frontend, VettIQ uses LangGraph workflows and advanced language models to provide data-driven insights for entrepreneurs. Features - AI-Powered Market Analysis : Deep market insights using a Hugging Face endpoint model (configurable; default openai/gpt-oss-120b ) - Competitive Intelligence : Automated competitor research and positioning analysis - Risk Assessment : Multi-dimensional risk evaluation across market, technical, operational, regulatory, and financial factors - Strategic Advisory : Go/No-Go recommendations with actionable next steps - Web Search Integration : Real-time market data via DuckDuckGo, invoked through a tool-enabled flow with robust fallbacks - Workflow Orchestration : LangGraph-powered, tools-first agent coordination with automatic fallbacks - User-Friendly Interface : Clean Streamlit web interface for easy interaction Architecture VettIQ follows a modular microservices architecture with clear separation of concerns: Prerequisites - Python 3.11+ - Hugging Face API Token (for the configured Hugging Face endpoint model) - Internet connection for web search functionality Installation 1. Clone the Repository 2. Set Up Python Environment 3. Install Dependencies 4. Environment Configuration Create a .env file in the root d","default_branch":null,"files":null,"tree":[],"storefront":"/r/Nirikshan95","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Nirikshan95/VettIQ/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."}