What Can AI Do with 10,000 Local Documents? 12 Real Scenarios
From building a resume to digging up visa paperwork, from startup retrospectives to searching a 240,000-word ebook — 12 things I actually did with AI on my own 10,000 local documents.
From building a resume to digging up visa paperwork, from startup retrospectives to searching a 240,000-word ebook — 12 things I actually did with AI on my own 10,000 local documents.
AI multiplies both the value and the risk of your data. Meanwhile, local compute power, the AI agent toolchain, and your own digital assets are all pointing toward the same conclusion: local-first is not a fallback—it's the future.
A lightweight Rust CLI tool that connects to the Linkly AI desktop app, enabling you to search, browse, and read local documents from your terminal. It also serves as an MCP bridge for AI agents to access Linkly AI.
A skill pack following the Agent Skills open standard. Once installed, 30+ AI platforms including Claude Code and Codex CLI can directly search, browse, and read your local documents.
Your contracts, reports, papers, and proposals are AI's 'dark matter.' Traditional RAG chops documents into fragments and feeds them to AI — with poor results. We took a different approach: let AI browse your file cabinet like a researcher.