vault-ask is an open-source command-line tool that allows users to query their Obsidian vaults with fail-closed citation validation. It is designed for developers and advanced users who want to leverage retrieval-augmented generation (RAG) and LLMs for knowledge management and note-taking workflows. The tool ensures grounded responses by validating citations within the vault.
vault-ask sits in PulseGate's CLI tools & terminal category. It enables users to query and validate information from their Obsidian vaults using a command-line interface. vault-ask is an open-source project aimed at developers and power users managing notes in Obsidian. The project is open source (MIT). The product ships for the command line.
Behind vault-ask is guillaumevele, and the product first shipped in 2026. The project is developed in the open on GitHub with 9 commits in the last 90 days. Among its 6 catalogued features are citation validation, obsidian integration, and command-line interface.
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