Added summary and made doc changes to align with standards

[lvojtku]

Description

Closes

By Submitting this PR I confirm:

• I am familiar with the Contributing Guidelines.
• We require that all contributors "sign-off" on their commits. This certifies that the contribution is your original work, or you have rights to submit it under the same license, or a compatible license.
  • Any contribution which contains commits that are not Signed-Off will not be accepted.
• When the PR is ready for review, new or existing tests cover these changes.
• When the PR is ready for review, the documentation is up to date with these changes.

Summary by CodeRabbit

• Documentation
  • Expanded Quick Start with installation and tutorial setup guidance
  • Standardized and clarified tutorial and section titles for consistency
  • Added brief introductory context to release notes and key tutorial pages
  • Reorganized tutorial navigation into a clearer, labeled order for easier discovery
  • Minor formatting and heading refinements across docs for improved readability

[copy-pr-bot]

This pull request requires additional validation before any workflows can run on NVIDIA's runners.

Pull request vetters can view their responsibilities here.

Contributors can view more details about this message here.

[coderabbitai]

Warning

Rate limit exceeded

@willkill07 has exceeded the limit for the number of commits or files that can be reviewed per hour. Please wait 24 minutes and 0 seconds before requesting another review.

⌛ How to resolve this issue?

After the wait time has elapsed, a review can be triggered using the @coderabbitai review command as a PR comment. Alternatively, push new commits to this PR.

We recommend that you space out your commits to avoid hitting the rate limit.

🚦 How do rate limits work?

CodeRabbit enforces hourly rate limits for each developer per organization.

Our paid plans have higher rate limits than the trial, open-source and free plans. In all cases, we re-allow further reviews after a brief timeout.

Please see our FAQ for further information.

📥 Commits

Reviewing files that changed from the base of the PR and between 95a55b5 and 190b4ae.

📒 Files selected for processing (3)

• docs/source/tutorials/create-a-new-workflow.md (1 hunks)
• docs/source/tutorials/index.md (1 hunks)
• docs/source/tutorials/test-with-nat-test-llm.md (1 hunks)

Walkthrough

Multiple documentation files updated with wording and formatting changes: headings converted from gerund to imperative form, added brief introductory sentences in quick-start, release-notes, and tutorials, tutorial index converted to labeled-link syntax, and a few cross-reference link updates.

Changes

Cohort / File(s)	Summary
Quick Start Guides docs/source/quick-start/index.md, docs/source/quick-start/installing.md, docs/source/quick-start/launching-ui.md	Added an intro line to the quick-start index; changed headings from gerund ("Installing", "Launching") to imperatives ("Install", "Launch")
Release Notes docs/source/release-notes.md	Inserted an introductory line clarifying the release notes scope and linking to the quick-start index
Tutorial Content Pages docs/source/tutorials/add-tools-to-a-workflow.md, docs/source/tutorials/create-a-new-workflow.md, docs/source/tutorials/customize-a-workflow.md, docs/source/tutorials/test-with-nat-test-llm.md	Modified titles to include "NeMo Agent Toolkit" where applicable; refined introductory sentences and tightened formatting (removed an extra blank line)
Tutorial Index docs/source/tutorials/index.md	Added an introductory line and replaced the toctree entries with labeled-link syntax (Title<path> format) and adjusted ordering/formatting
Workflow References docs/source/workflows/llms/index.md	Updated tutorial link text and target filename from "Testing with nat_test_llm" / testing-with-nat-test-llm.md to "Test with nat_test_llm" / test-with-nat-test-llm.md

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~12 minutes

Pre-merge checks and finishing touches

Important

Pre-merge checks failed

Please resolve all errors before merging. Addressing warnings is optional.

❌ Failed checks (1 inconclusive)

Check name	Status	Explanation	Resolution
Title Check	❓ Inconclusive	The pull request title "Added summary and made doc changes to align with standards" is related to the changeset, which does involve documentation updates across multiple files to improve consistency and formatting. However, the title is quite vague and generic in its description. Terms like "doc changes" and "align with standards" are broad and do not convey specific information about what was actually changed (e.g., heading format updates, addition of introductory lines, navigation restructuring). Additionally, the title uses past tense ("Added") rather than imperative mood as specified in the requirements. While concise at 58 characters, the lack of specificity and vague phrasing makes it difficult to clearly understand the scope of changes from the title alone.	Consider revising the title to be more specific and use imperative mood. For example: "Update documentation headings and add introductory summaries to align with standards" or "Standardize documentation formatting across tutorials and guides" would better communicate the actual nature of the changes while adhering to the imperative mood requirement.

✅ Passed checks (2 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Docstring Coverage	✅ Passed	No functions found in the changes. Docstring coverage check skipped.

---

Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.

❤️ Share

• X
• Mastodon
• Reddit
• LinkedIn

_{Comment @coderabbitai help to get the list of available commands and usage tips.}

[coderabbitai]

Actionable comments posted: 6

📜 Review details

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 9003991 and babd330.

📒 Files selected for processing (10)

• docs/source/quick-start/index.md (1 hunks)
• docs/source/quick-start/installing.md (1 hunks)
• docs/source/quick-start/launching-ui.md (1 hunks)
• docs/source/release-notes.md (1 hunks)
• docs/source/tutorials/add-tools-to-a-workflow.md (1 hunks)
• docs/source/tutorials/create-a-new-workflow.md (1 hunks)
• docs/source/tutorials/customize-a-workflow.md (1 hunks)
• docs/source/tutorials/index.md (1 hunks)
• docs/source/tutorials/test-with-nat-test-llm.md (1 hunks)
• docs/source/workflows/llms/index.md (1 hunks)

🧰 Additional context used

📓 Path-based instructions (5)

{docs/source/**/*.md,**/README.@(md|ipynb)}

📄 CodeRabbit inference engine (.cursor/rules/general.mdc)

{docs/source/**/*.md,**/README.@(md|ipynb)}: Use the full name “NVIDIA NeMo Agent toolkit” on first use in documentation, then “NeMo Agent toolkit”; in headings use “NeMo Agent Toolkit” (capital T)
Do not use deprecated names (Agent Intelligence toolkit, aiqtoolkit, AgentIQ, AIQ/aiq) in documentation unless explicitly referring to deprecated names
Never use “NAT”/“nat” abbreviations in documentation
Documentation must be clear/comprehensive; avoid TODOs/FIXMEs/placeholders; avoid offensive/outdated terms; ensure spelling is correct

Files:

• docs/source/quick-start/launching-ui.md
• docs/source/workflows/llms/index.md
• docs/source/release-notes.md
• docs/source/tutorials/create-a-new-workflow.md
• docs/source/quick-start/index.md
• docs/source/quick-start/installing.md
• docs/source/tutorials/index.md
• docs/source/tutorials/test-with-nat-test-llm.md
• docs/source/tutorials/customize-a-workflow.md
• docs/source/tutorials/add-tools-to-a-workflow.md

docs/source/**/*.md

📄 CodeRabbit inference engine (.cursor/rules/general.mdc)

docs/source/**/*.md: Documentation sources are Markdown files under docs/source
Surround code entities with backticks in docs to avoid Vale false positives
Do not use words listed in ci/vale/styles/config/vocabularies/nat/reject.txt; accepted words in accept.txt are allowed

Files:

• docs/source/quick-start/launching-ui.md
• docs/source/workflows/llms/index.md
• docs/source/release-notes.md
• docs/source/tutorials/create-a-new-workflow.md
• docs/source/quick-start/index.md
• docs/source/quick-start/installing.md
• docs/source/tutorials/index.md
• docs/source/tutorials/test-with-nat-test-llm.md
• docs/source/tutorials/customize-a-workflow.md
• docs/source/tutorials/add-tools-to-a-workflow.md

{**/*.py,**/*.sh,**/*.md,**/*.toml,**/*.y?(a)ml,**/*.json,**/*.txt,**/*.ini,**/*.cfg,**/*.ipynb}

📄 CodeRabbit inference engine (.cursor/rules/general.mdc)

{**/*.py,**/*.sh,**/*.md,**/*.toml,**/*.y?(a)ml,**/*.json,**/*.txt,**/*.ini,**/*.cfg,**/*.ipynb}: Every file must start with the standard SPDX Apache-2.0 header
Confirm copyright years are up to date when a file is changed
All source files must include the SPDX Apache-2.0 header template (copy from an existing file)

Files:

• docs/source/quick-start/launching-ui.md
• docs/source/workflows/llms/index.md
• docs/source/release-notes.md
• docs/source/tutorials/create-a-new-workflow.md
• docs/source/quick-start/index.md
• docs/source/quick-start/installing.md
• docs/source/tutorials/index.md
• docs/source/tutorials/test-with-nat-test-llm.md
• docs/source/tutorials/customize-a-workflow.md
• docs/source/tutorials/add-tools-to-a-workflow.md

**/*

⚙️ CodeRabbit configuration file

**/*: # Code Review Instructions

• Ensure the code follows best practices and coding standards. - For Python code, follow
  PEP 20 and
  PEP 8 for style guidelines.
• Check for security vulnerabilities and potential issues. - Python methods should use type hints for all parameters and return values.
  Example:

  def my_function(param1: int, param2: str) -> bool:
      pass

• For Python exception handling, ensure proper stack trace preservation:
  • When re-raising exceptions: use bare raise statements to maintain the original stack trace,
    and use logger.error() (not logger.exception()) to avoid duplicate stack trace output.
  • When catching and logging exceptions without re-raising: always use logger.exception()
    to capture the full stack trace information.

Documentation Review Instructions - Verify that documentation and comments are clear and comprehensive. - Verify that the documentation doesn't contain any TODOs, FIXMEs or placeholder text like "lorem ipsum". - Verify that the documentation doesn't contain any offensive or outdated terms. - Verify that documentation and comments are free of spelling mistakes, ensure the documentation doesn't contain any

words listed in the ci/vale/styles/config/vocabularies/nat/reject.txt file, words that might appear to be
spelling mistakes but are listed in the ci/vale/styles/config/vocabularies/nat/accept.txt file are OK.

Misc. - All code (except .mdc files that contain Cursor rules) should be licensed under the Apache License 2.0,

and should contain an Apache License 2.0 header comment at the top of each file.

• Confirm that copyright years are up-to date whenever a file is changed.

Files:

• docs/source/quick-start/launching-ui.md
• docs/source/workflows/llms/index.md
• docs/source/release-notes.md
• docs/source/tutorials/create-a-new-workflow.md
• docs/source/quick-start/index.md
• docs/source/quick-start/installing.md
• docs/source/tutorials/index.md
• docs/source/tutorials/test-with-nat-test-llm.md
• docs/source/tutorials/customize-a-workflow.md
• docs/source/tutorials/add-tools-to-a-workflow.md

docs/source/**/*

⚙️ CodeRabbit configuration file

This directory contains the source code for the documentation. All documentation should be written in Markdown format. Any image files should be placed in the docs/source/_static directory.

Files:

• docs/source/quick-start/launching-ui.md
• docs/source/workflows/llms/index.md
• docs/source/release-notes.md
• docs/source/tutorials/create-a-new-workflow.md
• docs/source/quick-start/index.md
• docs/source/quick-start/installing.md
• docs/source/tutorials/index.md
• docs/source/tutorials/test-with-nat-test-llm.md
• docs/source/tutorials/customize-a-workflow.md
• docs/source/tutorials/add-tools-to-a-workflow.md

🧠 Learnings (1)

📚 Learning: 2025-10-22T22:02:12.883Z

Learnt from: CR
PR: NVIDIA/NeMo-Agent-Toolkit#0
File: .cursor/rules/general.mdc:0-0
Timestamp: 2025-10-22T22:02:12.883Z
Learning: Applies to {docs/source/**/*.md,**/README.@(md|ipynb)} : Use the full name “NVIDIA NeMo Agent toolkit” on first use in documentation, then “NeMo Agent toolkit”; in headings use “NeMo Agent Toolkit” (capital T)

Applied to files:

• docs/source/quick-start/launching-ui.md
• docs/source/release-notes.md
• docs/source/tutorials/create-a-new-workflow.md
• docs/source/quick-start/index.md
• docs/source/quick-start/installing.md
• docs/source/tutorials/index.md
• docs/source/tutorials/test-with-nat-test-llm.md
• docs/source/tutorials/add-tools-to-a-workflow.md

🔇 Additional comments (1)

docs/source/workflows/llms/index.md (1)

175-176: Link update aligns with renamed tutorial.

Text and target now match the updated tutorial slug; no further changes needed.

[review-notebook-app]

Check out this pull request on 

See visual diffs & provide feedback on Jupyter Notebooks.

---

Powered by ReviewNB

[willkill07]

/merge