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docs: strengthen example coverage across runtime and integrations#303

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docs: strengthen example coverage across runtime and integrations#303
mnajafian-nv wants to merge 8 commits into
NVIDIA:mainfrom
mnajafian-nv:docs/integration-example-coverage

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@mnajafian-nv

@mnajafian-nv mnajafian-nv commented Jun 25, 2026

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Overview

Strengthens example coverage across the direct-runtime quick starts, plugin-managed observability setup, and maintained integration guides.

  • I confirm this contribution is my own work, or I have the right to submit it under this project's license.
  • I searched existing issues and open pull requests, and this does not duplicate existing work.

Details

  • Extends the Rust quick start so the direct-runtime path shows one scope, one mark, one managed tool call, and one managed LLM call.
  • Adds explicit run guidance to the Python, Node.js, and Rust quick starts so the pasted examples are easier to execute as written.
  • Adds a compact examples-by-integration-layer map to the quick-start hub and corrects the stale Rust routing copy.
  • Adds a shortest-path plugins.toml example plus explicit success criteria for plugin-managed observability setup.
  • Adds a concrete CLI-owned verification path to the plugin configuration guide.
  • Adds a best-first exporter path and verification guidance to the observability overview page.
  • Adds concise verification notes to the LangChain, LangGraph, and Deep Agents integration guides.
  • Keeps the changes on documented public APIs and focused documentation pages instead of broad shared-page rewrites.

Audited coverage kept unchanged in this PR:

  • CLI and gateway usage already had stable wrapper and doctor paths.
  • OpenClaw already had install, config, and verify coverage.
  • Middleware already had managed-call prerequisites plus validation guidance.

Validation:

  • just docs
  • just docs-linkcheck
  • PATH=$HOME/.local/nemo-relay-tools/bin:$PATH uv run pre-commit run --all-files

Where should the reviewer start?

Start with docs/getting-started/quick-start/index.mdx, then the Python, Node.js, and Rust quick starts, then docs/build-plugins/plugin-configuration-files.mdx.

Related Issues: (use one of the action keywords Closes / Fixes / Resolves / Relates to)

  • Relates to documentation example coverage work.

Summary by CodeRabbit

  • Documentation
    • Expanded the Rust quick start to run a minimal async example that emits scope, tool, LLM, and mark events, with revised install steps and clearer “What Success Looks Like” output checks.
    • Updated Node.js and Python quick starts with clearer save/run instructions and an added event-loop wait before cleanup.
    • Added “Examples by Integration Layer” to the quick-start index.
    • Introduced “Shortest Path” and improved “What Success Looks Like”/“Verify the Integration” sections across observability plugin and supported integrations (Deep Agents, LangChain, LangGraph).

@mnajafian-nv mnajafian-nv added this to the 0.5 milestone Jun 25, 2026
@mnajafian-nv mnajafian-nv self-assigned this Jun 25, 2026
@mnajafian-nv mnajafian-nv requested a review from lvojtku as a code owner June 25, 2026 06:55
@github-actions github-actions Bot added size:S PR is small Documentation documentation-related labels Jun 25, 2026
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{docs/**,README.md,CONTRIBUTING.md}

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{docs/**,README.md,CONTRIBUTING.md}: For docs-only changes, run targeted checks only if commands, package names, or examples changed. Use just docs for docs-site builds and just docs-linkcheck when links changed
Run docs site build with just docs

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{docs/**,README.md,CONTRIBUTING.md,**/*.md}

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  • docs/getting-started/quick-start/index.mdx
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  • docs/build-plugins/plugin-configuration-files.mdx
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  • docs/build-plugins/plugin-configuration-files.mdx
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  • docs/getting-started/quick-start/index.mdx
  • docs/build-plugins/plugin-configuration-files.mdx
**

⚙️ CodeRabbit configuration file

**:

AGENTS.md

This file provides guidance to agents, including Claude Code and OpenAI Codex, when working in this repository.

Project Overview

NeMo Relay is a multi-language agent runtime framework for execution scopes, lifecycle events, middleware, plugins, and observability around tool and LLM calls. The core runtime is Rust. Primary supported bindings are Rust, Python, and Node.js. Go, WebAssembly, and the raw C FFI are experimental and source-first.

The shared runtime model is:

  1. Scope stacks decide where work belongs and which scope-local behavior is visible.
  2. Middleware registries decide what guardrails and intercepts run around managed calls.
  3. Plugins install reusable runtime behavior from configuration.
  4. Events record runtime behavior in ATOF form.
  5. Subscribers and exporters consume events in-process or export them to ATIF, OpenTelemetry, OpenInference, or other backends.

Repository Structure

The repository layout separates the Rust runtime, language bindings, documentation,
integration patches, and agent-facing skills.

crates/
  core/       # Rust core runtime crate, published as nemo-relay
  adaptive/   # Adaptive runtime primitives and plugin components
  python/     # PyO3 native extension for the Python package
  ffi/        # Raw C ABI layer used by downstream bindings such as Go
  node/       # NAPI Node.js binding and JavaScript/TypeScript entry points
  wasm/       # wasm-bindgen WebAssembly binding and JS wrappers
python/
  nemo_relay/  # Python wrapper package: scopes, tools, LLM, middleware, typed helpers, plugins, adaptive helpers
  tests/      # Python tests
go/
  nemo_relay/  # Experimental Go CGo binding and tests
fern/         # Fern documentation site
scripts/      # Stable wrappers and helper scripts; build/test/docs entry points live in justfile
third_party/  # P...

Files:

  • docs/getting-started/quick-start/index.mdx
  • docs/build-plugins/plugin-configuration-files.mdx
{docs/**,README.md,CONTRIBUTING.md,RELEASING.md,SECURITY.md}

⚙️ CodeRabbit configuration file

{docs/**,README.md,CONTRIBUTING.md,RELEASING.md,SECURITY.md}: Review documentation for technical accuracy against the current API, command correctness, and consistency across language bindings.
Flag stale examples, missing SPDX headers where required, and instructions that no longer match CI or pre-commit behavior.

Files:

  • docs/getting-started/quick-start/index.mdx
  • docs/build-plugins/plugin-configuration-files.mdx
🔇 Additional comments (2)
docs/getting-started/quick-start/index.mdx (1)

21-36: LGTM!

docs/build-plugins/plugin-configuration-files.mdx (1)

49-64: LGTM!


Walkthrough

The docs add minimal setup and verification guidance for quick-start, plugin configuration, observability, and supported integrations. Rust, Node.js, and Python quick-start pages were updated with revised run instructions and expected event output.

Changes

Documentation path updates

Layer / File(s) Summary
Quick-start and path map
docs/getting-started/quick-start/index.mdx
The quick-start index adds an integration-layer map with start links and success checks, and the Rust card description now states the smallest workflow emits scope, tool, and LLM events.
Rust quick start flow
docs/getting-started/quick-start/rust.mdx
The Rust quick start updates dependency setup, async runtime instructions, the managed tool and LLM example, and the expected subscriber output for the full event lifecycle.
Node.js and Python run instructions
docs/getting-started/quick-start/nodejs.mdx, docs/getting-started/quick-start/python.mdx
The Node.js quick start adds save-and-run instructions and an async cleanup pause, and the Python quick start adds the corresponding save-and-run command guidance.
Plugin and observability shortest path
docs/build-plugins/plugin-configuration-files.mdx, docs/observability-plugin/about.mdx
The plugin configuration docs add a minimal observability component example with config placement and output checks, and the observability plugin guide adds shortest-path verification and success criteria.
Integration verification checks
docs/supported-integrations/deepagents.mdx, docs/supported-integrations/langchain.mdx, docs/supported-integrations/langgraph.mdx
The Deep Agents, LangChain, and LangGraph guides add verification sections describing expected runtime output, scope visibility, and callback or mark behavior.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~15 minutes

Possibly related PRs

  • NVIDIA/NeMo-Relay#294: Also adjusts quick-start routing and boundary language, including the Rust quick-start card description in docs/getting-started/quick-start/index.mdx.
🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Title check ✅ Passed The title follows Conventional Commits and accurately summarizes the docs-focused changes across runtime and integration examples.
Description check ✅ Passed The description matches the required template with Overview, Details, reviewer start point, and issue section; it is mostly complete.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
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@mnajafian-nv mnajafian-nv marked this pull request as draft June 25, 2026 07:03
@github-actions github-actions Bot added size:M PR is medium and removed size:S PR is small labels Jun 25, 2026
@mnajafian-nv mnajafian-nv changed the title docs: add tool and llm examples to rust quick start docs: strengthen example coverage across runtime and integrations Jun 25, 2026
Signed-off-by: mnajafian-nv <mnajafian@nvidia.com>
Signed-off-by: mnajafian-nv <mnajafian@nvidia.com>
Signed-off-by: mnajafian-nv <mnajafian@nvidia.com>
Signed-off-by: mnajafian-nv <mnajafian@nvidia.com>
@mnajafian-nv mnajafian-nv force-pushed the docs/integration-example-coverage branch from 1774ac8 to 6695a3c Compare June 25, 2026 14:59
Signed-off-by: mnajafian-nv <mnajafian@nvidia.com>
Signed-off-by: mnajafian-nv <mnajafian@nvidia.com>
@mnajafian-nv mnajafian-nv marked this pull request as ready for review June 25, 2026 16:19

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Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@docs/build-plugins/plugin-configuration-files.mdx`:
- Around line 49-65: The shortest-path verification in
plugin-configuration-files.mdx is nondeterministic because discovery can still
pick up system or user plugins.toml files. Update the setup/check steps to use
the explicit --config flow with the config root and colocated plugins.toml, or
clearly state that all other plugin files must be absent; keep the guidance
consistent with the CLI Basic Usage path and the documented wrapper commands
like nemo-relay codex and nemo-relay run -- codex.
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  • docs/build-plugins/plugin-configuration-files.mdx
  • docs/getting-started/quick-start/index.mdx
  • docs/getting-started/quick-start/nodejs.mdx
  • docs/getting-started/quick-start/python.mdx
  • docs/getting-started/quick-start/rust.mdx
  • docs/observability-plugin/about.mdx
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{docs/**,README.md,CONTRIBUTING.md}

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{docs/**,README.md,CONTRIBUTING.md}: For docs-only changes, run targeted checks only if commands, package names, or examples changed. Use just docs for docs-site builds and just docs-linkcheck when links changed
Run docs site build with just docs

Files:

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  • docs/supported-integrations/langgraph.mdx
  • docs/supported-integrations/langchain.mdx
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  • docs/getting-started/quick-start/nodejs.mdx
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  • docs/getting-started/quick-start/rust.mdx
{docs/**,README.md,CONTRIBUTING.md,**/*.md}

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{docs/**,README.md}

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  • docs/supported-integrations/langgraph.mdx
  • docs/supported-integrations/langchain.mdx
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{docs/**,examples/**,README.md}

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Verify examples still run with documented commands for large or public-facing changes

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  • docs/supported-integrations/langgraph.mdx
  • docs/supported-integrations/langchain.mdx
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  • docs/getting-started/quick-start/nodejs.mdx
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  • docs/supported-integrations/deepagents.mdx
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{docs/**,README.md,**/Cargo.toml,**/package.json,**/*.md}

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Files:

  • docs/getting-started/quick-start/python.mdx
  • docs/supported-integrations/langgraph.mdx
  • docs/supported-integrations/langchain.mdx
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**/*.{md,mdx,py,sh,yaml,yml,toml,json}

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Files:

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  • docs/supported-integrations/langgraph.mdx
  • docs/supported-integrations/langchain.mdx
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**/*.mdx

📄 CodeRabbit inference engine (.agents/skills/contribute-docs/SKILL.md)

In MDX files, top-of-file comments must use JSX comment delimiters: {/* to open and */} to close. Do not use HTML comments for MDX SPDX headers.

MDX top-of-file SPDX comments must use {/* ... */} delimiters instead of HTML comment delimiters (Must-Fix)

Files:

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  • docs/supported-integrations/langgraph.mdx
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  • docs/supported-integrations/langchain.mdx
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  • docs/supported-integrations/langgraph.mdx
  • docs/supported-integrations/langchain.mdx
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  • docs/supported-integrations/langgraph.mdx
  • docs/supported-integrations/langchain.mdx
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  • docs/getting-started/quick-start/nodejs.mdx
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  • docs/supported-integrations/deepagents.mdx
  • docs/getting-started/quick-start/rust.mdx
**

⚙️ CodeRabbit configuration file

**:

AGENTS.md

This file provides guidance to agents, including Claude Code and OpenAI Codex, when working in this repository.

Project Overview

NeMo Relay is a multi-language agent runtime framework for execution scopes, lifecycle events, middleware, plugins, and observability around tool and LLM calls. The core runtime is Rust. Primary supported bindings are Rust, Python, and Node.js. Go, WebAssembly, and the raw C FFI are experimental and source-first.

The shared runtime model is:

  1. Scope stacks decide where work belongs and which scope-local behavior is visible.
  2. Middleware registries decide what guardrails and intercepts run around managed calls.
  3. Plugins install reusable runtime behavior from configuration.
  4. Events record runtime behavior in ATOF form.
  5. Subscribers and exporters consume events in-process or export them to ATIF, OpenTelemetry, OpenInference, or other backends.

Repository Structure

The repository layout separates the Rust runtime, language bindings, documentation,
integration patches, and agent-facing skills.

crates/
  core/       # Rust core runtime crate, published as nemo-relay
  adaptive/   # Adaptive runtime primitives and plugin components
  python/     # PyO3 native extension for the Python package
  ffi/        # Raw C ABI layer used by downstream bindings such as Go
  node/       # NAPI Node.js binding and JavaScript/TypeScript entry points
  wasm/       # wasm-bindgen WebAssembly binding and JS wrappers
python/
  nemo_relay/  # Python wrapper package: scopes, tools, LLM, middleware, typed helpers, plugins, adaptive helpers
  tests/      # Python tests
go/
  nemo_relay/  # Experimental Go CGo binding and tests
fern/         # Fern documentation site
scripts/      # Stable wrappers and helper scripts; build/test/docs entry points live in justfile
third_party/  # P...

Files:

  • docs/getting-started/quick-start/python.mdx
  • docs/supported-integrations/langgraph.mdx
  • docs/supported-integrations/langchain.mdx
  • docs/getting-started/quick-start/index.mdx
  • docs/getting-started/quick-start/nodejs.mdx
  • docs/observability-plugin/about.mdx
  • docs/build-plugins/plugin-configuration-files.mdx
  • docs/supported-integrations/deepagents.mdx
  • docs/getting-started/quick-start/rust.mdx
{docs/**,README.md,CONTRIBUTING.md,RELEASING.md,SECURITY.md}

⚙️ CodeRabbit configuration file

{docs/**,README.md,CONTRIBUTING.md,RELEASING.md,SECURITY.md}: Review documentation for technical accuracy against the current API, command correctness, and consistency across language bindings.
Flag stale examples, missing SPDX headers where required, and instructions that no longer match CI or pre-commit behavior.

Files:

  • docs/getting-started/quick-start/python.mdx
  • docs/supported-integrations/langgraph.mdx
  • docs/supported-integrations/langchain.mdx
  • docs/getting-started/quick-start/index.mdx
  • docs/getting-started/quick-start/nodejs.mdx
  • docs/observability-plugin/about.mdx
  • docs/build-plugins/plugin-configuration-files.mdx
  • docs/supported-integrations/deepagents.mdx
  • docs/getting-started/quick-start/rust.mdx
🪛 LanguageTool
docs/supported-integrations/deepagents.mdx

[style] ~90-~90: You have already used this phrasing in nearby sentences. Consider replacing it to add variety to your writing.
Context: ...ter this minimal path is working if you want to capture Deep Agents skill or subagent m...

(REP_WANT_TO_VB)

🔇 Additional comments (8)
docs/getting-started/quick-start/index.mdx (1)

21-36: LGTM!

Also applies to: 133-134

docs/getting-started/quick-start/rust.mdx (1)

9-9: LGTM!

Also applies to: 22-23, 40-42, 44-58, 60-125, 139-153

docs/getting-started/quick-start/nodejs.mdx (1)

40-41: LGTM!

Also applies to: 90-91

docs/getting-started/quick-start/python.mdx (1)

55-57: LGTM!

docs/supported-integrations/deepagents.mdx (1)

63-67: LGTM!

Also applies to: 89-99

docs/supported-integrations/langchain.mdx (1)

91-98: LGTM!

docs/supported-integrations/langgraph.mdx (1)

104-111: LGTM!

docs/observability-plugin/about.mdx (1)

14-23: LGTM!

Also applies to: 98-109

Comment thread docs/build-plugins/plugin-configuration-files.mdx Outdated
Signed-off-by: mnajafian-nv <mnajafian@nvidia.com>
Signed-off-by: mnajafian-nv <mnajafian@nvidia.com>
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