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Align VLM caption model and MinIO defaults with runtime#1739

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kheiss-uwzoo wants to merge 3 commits intoNVIDIA:26.03from
kheiss-uwzoo:kheiss/qa-review
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Align VLM caption model and MinIO defaults with runtime#1739
kheiss-uwzoo wants to merge 3 commits intoNVIDIA:26.03from
kheiss-uwzoo:kheiss/qa-review

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Align VLM caption model and MinIO defaults with runtime

Summary

This pull request updates NeMo Retriever Library extraction docs so they match current defaults: the VLM caption model name and links now point to Nemotron Nano 12B v2 VL, and MinIO / IMAGE_STORAGE_URI examples use the nv-ingest bucket path that matches docker-compose.yaml (MINIO_BUCKET / IMAGE_STORAGE_URI defaults).

Changes

quickstart-guide.md — Profile table: vlm row text and Build link updated from Llama 3.1 Nemotron 8B Vision to Nemotron Nano 12B v2 VL.
nv-ingest-python-api.md and python-api-reference.md — Caption note and sample model_name updated from nvidia/llama-3.1-nemotron-nano-vl-8b-v1 to nvidia/nemotron-nano-12b-v2-vl.
python-api-reference.md — Store-task MinIO example and tip: default URI from s3://nemo-retriever/... to s3://nv-ingest/... so documentation matches compose defaults and avoids users creating the wrong bucket.

@kheiss-uwzoo kheiss-uwzoo requested review from jdye64 and sosahi March 26, 2026 20:37
@kheiss-uwzoo kheiss-uwzoo requested a review from a team as a code owner March 26, 2026 20:37
@kheiss-uwzoo kheiss-uwzoo added the doc Improvements or additions to documentation label Mar 26, 2026
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