{"repo":"Puggo1145/puzzle-fact-check","free":true,"listed":false,"github":"https://github.com/Puggo1145/puzzle-fact-check","clone":"git clone https://github.com/Puggo1145/puzzle-fact-check.git","description":"A self-reflective news fact check AI agent. [The online version is temporarily down due to cost issues. Please try local deployment]","language":"Python","stars":17,"topics":["agent","langgraph","nextjs","deepresearch"],"license":"MIT","category":"ai-agents","readme_excerpt":"Puzzle Puzzle is a self-reflective news fact-checking AI agent based on the idea of DeepSearch. By leveraging deep web search and reasoning across multiple evidences, Puzzle meticulously traces and validates news sources, empowering you to distinguish facts from fiction with confidence. 🔔 Update The online version is temporarily suspended due to the high server costs to me. The frontend page is still remained but the backend is not available currently. To experience the full features, please deploy puzzle to your local machine. Thanks! Features - 🔍 Deep Search: Puzzle follows logical traces between news and evidences, and goes deeper and deeper until it reaches the truth. - 🧠 Self-Reflective Reasoning: Puzzle thinks thoroughly before it takes next action. And it can adjust its strategy dynamically based on search results to align with the purpose. - 📊 Multi-Agent Collaboration: Puzzle leverages multiple specialized agents working together, with one agent focusing on reasoning and others on executing actions to achieve optimal results. - 📝 Reliable News Fact Check Methods: Puzzle always focuses on validatable and trustworthy sources and is loyal to first-hand materials. How it works This is an illustration of how Puzzle works from a top-level view. (It might take some time to load this image) Quick Start 1. configurate your models and services go to puzzle/.env.example. required: at least one base model (OpenAI, Qwen, DeepSeek, Gemini) . You should input its API key and c","default_branch":null,"files":null,"tree":[],"storefront":"/r/Puggo1145","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Puggo1145/puzzle-fact-check/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."}