ThreadShelf is a local-first application for archiving and searching AI conversations from multiple providers (ChatGPT, Claude, Google AI Studio, OpenRouter, LM Studio, Grok) using semantic search and semantic embeddings stored in LanceDB. Users can export chats as JSON, search by meaning through a web UI or API, and optionally continue conversations using local llama.cpp or external OpenRouter.