A 100% local, high-performance CLI tool (ask-doc) for hybrid document search. Blends local Transformers.js (ONNX) dense embeddings with an array-classified, dynamic BM25 sparse index wrapper. Powered entirely by a customizable, schema-driven config.json ecosystem.
information-retrieval feature-extraction structured-logging input-sanitization bm25 performance-optimization local-cache huggingface air-gapped local-first vector-embeddings typescript-cli hybrid-search nodejs-esm schema-driven rag-pipeline transformers-js sparse-index local-first-ai onnx-runtime-
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Updated
Jun 20, 2026 - TypeScript