#knowledge-graph

AI-Search-Hub is an open-source AI Skill designed to aggregate native search and web extraction capabilities from leading AI platforms such as Gemini, Grok, Doubao, Yuanbao, and Kimi, establishing an efficient, reusable information hub. It addresses the challenges of traditional data acquisition, including crawler maintenance, platform risk control, and data cleaning. Users can leverage a "one query, all search skill" approach to freely obtain diverse information like tech trends, industry sentiment, hot topics, and travel plans. Through this hub, Agents and workflows can harness the powerful understanding and processing capabilities of major AI platforms to efficiently access hard-to-reach data sources like WeChat official accounts, Douyin, and X/Twitter. It automates data collection, cleaning, and organization, delivering unified, structured results to significantly enhance information retrieval efficiency and quality.

graphify is a multimodal knowledge graph construction tool designed for AI Agents, deeply integrated into the Claude Code environment. It transforms diverse information sources—including code, documents, papers, images, and even video links from any folder—into a queryable, structured knowledge graph. Leveraging Claude Vision, graphify extracts core concepts and relationships from various formats, including multilingual images, to build an interconnected knowledge network. This product significantly enhances information retrieval efficiency, reducing token consumption by up to 71.5 times per query, and supports cross-session graph persistence. It intelligently identifies "god nodes," "surprising connections," and "suggested questions." Additionally, it offers automatic synchronization with codebases via `--watch` mode or maintains graph currency through a Git Commit Hook. Outputs include interactive HTML, Obsidian Vaults, and agent-navigable Wikis, providing efficient intelligent assistance and knowledge management for developers and researchers.