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@athreesh athreesh commented Jul 28, 2025

reordered info, cleaned up instructions, added context. please feel free to leave comments on my ReadME PR. aiming to enable this for the 0.4.0 release

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Summary by CodeRabbit

  • Documentation
    • Completely restructured and expanded the README for improved clarity and navigation.
    • Added a framework support matrix table and reorganized installation instructions with clearer steps.
    • Enhanced engine-specific sections with detailed setup and usage instructions.
    • Introduced a new section on deploying with Kubernetes.
    • Improved formatting, grammar, and overall readability throughout the documentation.

reordered info, cleaned up instructions, added context

Signed-off-by: Anish <[email protected]>
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coderabbitai bot commented Jul 28, 2025

Walkthrough

The README.md file was extensively restructured and expanded to enhance clarity and completeness. Sections were reorganized, new headings and tables were introduced, installation and usage instructions were clarified, and formatting was improved throughout. No code or API changes were made; all modifications are strictly documentation-related.

Changes

Cohort / File(s) Change Summary
Documentation Overhaul
README.md
Major restructuring and expansion for clarity: reorganized sections, improved formatting, added a framework support matrix, clarified installation and usage steps, expanded engine support details, added Kubernetes deployment instructions, and streamlined local development guidance. Minor grammar and phrasing corrections applied throughout.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~8 minutes

Possibly related PRs

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🐇
In README fields where clarity grows,
New sections bloom, the structure shows.
Engines listed, steps refined,
With tables, notes, and guides aligned.
Now docs are crisp, the path is clear—
Hop along, Dynamo is near!
📚✨

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Actionable comments posted: 1

🧹 Nitpick comments (3)
README.md (3)

72-75: Specify a language for fenced code blocks

markdownlint (MD040) flags these blocks because they lack a language tag.
Adding the correct identifier improves syntax highlighting and keeps CI green.

-```
+```bash
curl -LsSf https://astral.sh/uv/install.sh | sh

Please tag all other blocks in the ranges above (bash, python, etc.).

Also applies to: 87-91, 105-107, 126-133, 137-149, 202-208, 214-215, 232-235


201-201: Typo: “prerequites” → “prerequisites”

-### Install prerequites
+### Install prerequisites

36-36: Tighten wording

The adverb “exactly” is superfluous and was flagged by LanguageTool.

-This orchestration gap is exactly what NVIDIA Dynamo is built to close.
+This orchestration gap is what NVIDIA Dynamo is built to close.
📜 Review details

Configuration used: .coderabbit.yaml
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between b8461b6 and f46827d.

📒 Files selected for processing (1)
  • README.md (9 hunks)
🧰 Additional context used
🧠 Learnings (1)
README.md (4)

Learnt from: ptarasiewiczNV
PR: #2027
File: container/deps/vllm/install_vllm.sh:0-0
Timestamp: 2025-07-22T10:22:28.972Z
Learning: The --torch-backend=auto flag works with vLLM installations via uv pip install, even though it's not a standard pip option. This flag is processed by vLLM's build system during installation to automatically match PyTorch distribution with container CUDA versions.

Learnt from: tanmayv25
PR: #1391
File: examples/tensorrt_llm/common/base_engine.py:171-176
Timestamp: 2025-06-05T01:10:51.865Z
Learning: In examples/tensorrt_llm/common/base_engine.py, the _init_engine method is called only once during initialization, so direct mutation of the _default_sampling_params object during setup is safe and appropriate.

Learnt from: nnshah1
PR: #1444
File: tests/fault_tolerance/configs/agg_tp_1_dp_8.yaml:31-38
Timestamp: 2025-07-01T15:33:53.262Z
Learning: In fault tolerance test configurations, the resources section under ServiceArgs specifies resources per individual worker, not total resources for all workers. So workers: 8 with gpu: '1' means 8 workers × 1 GPU each = 8 GPUs total.

Learnt from: julienmancuso
PR: #1365
File: deploy/cloud/operator/api/v1alpha1/dynamocomponentdeployment_types.go:171-178
Timestamp: 2025-06-04T13:09:53.416Z
Learning: The DYN_DEPLOYMENT_CONFIG environment variable (commonconsts.DynamoDeploymentConfigEnvVar) in the Dynamo operator will never be set via ValueFrom (secrets/config maps), only via direct Value assignment. The GetDynamoDeploymentConfig method correctly only checks env.Value for this specific environment variable.

🪛 LanguageTool
README.md

[style] ~36-~36: Consider an alternative for the overused word “exactly”.
Context: ... accelerator? This orchestration gap is exactly what NVIDIA Dynamo is built to close. ...

(EXACTLY_PRECISELY)


[grammar] ~201-~201: Ensure spelling is correct
Context: ...ze=1g --ulimit memlock=-1` ### Install prerequites # Optional step: Only required for Blackwell and Grace Hopper pip3 install torch==2.7.1 torchvision torchaudio --index-url https://download.pytorch.org/whl/cu128 sudo apt-get -y install libopenmpi-dev > [!Tip] > You can learn more about these ...

(QB_NEW_EN_ORTHOGRAPHY_ERROR_IDS_1)

🪛 markdownlint-cli2 (0.17.2)
README.md

72-72: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


87-87: Fenced code blocks should have a language specified

(MD040, fenced-code-language)

🪛 GitHub Actions: Pre Merge Validation of (ai-dynamo/dynamo/refs/pull/2141/merge) by athreesh.
README.md

[error] 79-79: pre-commit hook 'trailing-whitespace' failed. Trailing whitespace was found and automatically fixed. Run 'pre-commit run --all-files' locally to reproduce.

⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (1)
  • GitHub Check: Build and Test - vllm

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@pull-request-size pull-request-size bot added size/L and removed size/M labels Jul 28, 2025
@rmccorm4 rmccorm4 changed the title Update to README.md docs: Update to README.md Jul 28, 2025
@github-actions github-actions bot added the docs label Jul 28, 2025
@rmccorm4 rmccorm4 self-requested a review July 28, 2025 19:30
@athreesh athreesh requested a review from alec-flowers July 28, 2025 19:40
@athreesh athreesh enabled auto-merge (squash) July 29, 2025 03:36
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LGTM, needs pre-commit fixed

@rmccorm4 rmccorm4 changed the title docs: Update to README.md docs: Refactor README.md and add components/README.md Jul 29, 2025
@athreesh athreesh merged commit 3175b10 into main Jul 29, 2025
12 of 13 checks passed
@athreesh athreesh deleted the refactor-readme branch July 29, 2025 05:20
@coderabbitai coderabbitai bot mentioned this pull request Sep 8, 2025
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4 participants