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Merge 26.03 documentation into main
Bring 26.03 documentation updates into main so published docs match the 26.03 release while keeping main as the baseline for behavior and structure.
What changed
Conflict resolution across Markdown under docs/docs/ (and related doc entry points): merged main and 26.03 where Git reported conflicts so wording stays consistent with surrounding sections.
nemo_retriever/README.md: Resolved remaining merge conflicts by combining main’s detailed quick start (experimental run-mode warning, editable install, batch pipeline, HTML/txt/image flows, “Render one document”) with 26.03’s clarifications (e.g. batch as the primary intended run_mode, prerequisites wording).
Non-documentation paths were reset to main so this PR stays focused on Markdown (code, Helm, tests, and other non-.md files were not carried as part of this doc-only merge).