a Python framework that gives your AI agent a search engine for your local files. Search, fetch, and reason over your documents the same way a researcher uses the web, but entirely on your machine. No cloud. No embeddings. Pure deterministic BM25 through Meilisearch with optional semantic enrichment.
Use it through the native desktop UI, CLI, or integrate directly into your own AI applications via the Python API, or the toolset.
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