ramalama-rag - Man Page

ramalama rag [options] [path ...] image

Generate RAG data from provided documents and convert into an OCI Image. This command uses a specific container image containing the docling tool to convert the specified content into a RAG vector database. If the image does not exists locally RamaLama will pull the image down and launch a container to process the data.

NOTE: this command does not work without a container engine.

positional arguments:
 path        Files/Directory containing PDF, DOCX, PPTX, XLSX, HTML, AsciiDoc & Markdown formatted files to be processed. Can be specified multiple times.
 image       OCI Image name to contain processed rag data

$ ramalama rag https://arxiv.org/pdf/2408.09869 /tmp/pdf quay.io/rhatdan/myrag
Fetching 9 files: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 9/9 [00:00<00:00, 68509.50it/s]
Neither CUDA nor MPS are available - defaulting to CPU. Note: This module is much faster with a GPU.
2024-12-04 13:49:07.372 (  70.927s) [        75AB6740]    doc_normalisation.h:448   WARN| found new `other` type: checkbox-unselected

ramalama(1)

Dec 2024, Originally compiled by Dan Walsh dwalsh@redhat.com ⟨mailto:dwalsh@redhat.com⟩

ramalama(1).