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vera

vera provides the vera command-line interface over vera-doc, vera-ingest, vera-ingest-pymupdf, and vera-embed-openai. It owns command parsing, text and JSON output, exit codes, and retrieval evaluation. The Python import remains vera_cli.

vera convert accepts repeatable --pipeline-option KEY=VALUE flags for provider-owned ingest settings. Legacy flags such as --chunk-size, --overlap, --ocr, --ocr-language, and --ocr-dpi remain compatibility aliases for pipelines that accept them (--ocr-language/--ocr-dpi are Tesseract/PyMuPDF); explicit --pipeline-option values win for the same key.

Install

python -m pip install "vera>=0.3.2"

Install the mcp extra to enable vera mcp, or the docling extra for Docling PDF layout conversion and search-only DOCX/PPTX/XLSX/HTML ingest:

python -m pip install "vera[mcp]>=0.3.2"
python -m pip install "vera[docling]>=0.3.2"

pip install vera-cli remains a compatibility alias that depends on vera.

See the vera CLI documentation for installation, recipes, evaluation, and command reference.

See the CLI reference.

Metadata

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