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docs: Standardize style of component names, especially when used in links#9251

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Aug 1, 2025
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docs: Standardize style of component names, especially when used in links#9251
aimurphy merged 15 commits into
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lfoss-1538

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@aimurphy aimurphy commented Jul 31, 2025

The style rules are:

  • Bold when using component name or component category name that is part of the UI, like **Web Search** component, **Data** components, or **Google** bundle.
  • Match capitalization to the UI (Title Case)
  • Link to components like [**<NAME>** component](link-to-component). Don't put the word "component" outside the link.
  • Other style standardization for UI labels: Workspace, Playground, visual editor, flows, agents, etc.

Summary by CodeRabbit

  • Documentation
    • Improved clarity, consistency, and formatting across multiple documentation pages, including API references, component guides, integration instructions, tutorials, and release notes.
    • Standardized component naming conventions, capitalization, and emphasis for better readability.
    • Refined step-by-step instructions and example flows for easier understanding.
    • Updated default paths, clarified usage of features, and enhanced example explanations.
    • No functional or behavioral changes to the application.

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Walkthrough

This change set revises numerous documentation files across API references, components, integrations, tutorials, and conceptual guides. The updates focus on improving clarity, consistency, formatting, and accuracy of terminology, particularly in component names and step-by-step instructions. No code or API behavior is altered.

Changes

Cohort / File(s) Change Summary
API Reference Documentation
docs/docs/API-Reference/api-build.mdx, docs/docs/API-Reference/api-files.mdx, docs/docs/API-Reference/api-reference-api-examples.mdx
Clarified and reworded explanations for API parameters and usage, improved conceptual descriptions, and enhanced formatting for component names. No changes to code examples or API functionality.
Agent and Tools Documentation
docs/docs/Agents/agents-tools.mdx, docs/docs/Tutorials/agent.mdx
Clarified instructions and terminology for configuring and using tools with agents, standardized component name formatting, and improved instructional clarity.
Component Bundle and Integration Docs
docs/docs/Components/bundles-aiml.mdx, docs/docs/Components/bundles-huggingface.mdx, docs/docs/Integrations/Cleanlab/integrations-cleanlab.mdx, docs/docs/Integrations/Docling/integrations-docling.mdx, docs/docs/Integrations/Google/integrations-google-big-query.mdx, docs/docs/Integrations/Nvidia/integrations-nvidia-g-assist.mdx, docs/docs/Integrations/Nvidia/integrations-nvidia-ingest.mdx, docs/docs/Integrations/Nvidia/integrations-nvidia-nim-wsl2.mdx, docs/docs/Integrations/integrations-assemblyai.mdx, docs/docs/Integrations/integrations-langwatch.mdx, docs/docs/Integrations/mcp-component-astra.mdx
Standardized component names, improved formatting, clarified instructions and example flows, and enhanced consistency in naming and references. No functional changes.
Component Documentation (Core, Data, Helpers, IO, Logic, Models, Processing, Prompts, Tools, Vector Stores, Custom)
docs/docs/Components/components-agents.mdx, docs/docs/Components/components-bundles.mdx, docs/docs/Components/components-custom-components.mdx, docs/docs/Components/components-data.mdx, docs/docs/Components/components-embedding-models.mdx, docs/docs/Components/components-helpers.mdx, docs/docs/Components/components-io.mdx, docs/docs/Components/components-logic.mdx, docs/docs/Components/components-models.mdx, docs/docs/Components/components-processing.mdx, docs/docs/Components/components-prompts.mdx, docs/docs/Components/components-tools.mdx, docs/docs/Components/components-vector-stores.mdx, docs/docs/Components/mcp-client.mdx
Improved clarity, consistency, and emphasis in component naming; reworded and reformatted instructions and examples; no technical or behavioral changes.
Conceptual and Configuration Docs
docs/docs/Concepts/concepts-components.mdx, docs/docs/Concepts/concepts-file-management.mdx, docs/docs/Concepts/concepts-playground.mdx, docs/docs/Concepts/data-types.mdx, docs/docs/Concepts/mcp-server.mdx, docs/docs/Configuration/configuration-cli.mdx
Clarified and reorganized explanations, standardized terminology, improved formatting, and updated default paths in CLI documentation. No changes to functionality or exported entities.
Deployment and Support Docs
docs/docs/Deployment/deployment-docker.mdx, docs/docs/Deployment/deployment-prod-best-practices.mdx, docs/docs/Support/release-notes.mdx, docs/docs/Support/troubleshooting.mdx
Enhanced clarity and consistency in phrasing, formatting, and terminology; updated release notes for improved readability; no changes to deployment or troubleshooting logic.
Development and Tutorial Docs
docs/docs/Develop/Clients/typescript-client.mdx, docs/docs/Develop/develop-application.mdx, docs/docs/Develop/logging.mdx, docs/docs/Develop/session-id.mdx, docs/docs/Develop/webhook.mdx, docs/docs/Get-Started/about-langflow.mdx, docs/docs/Get-Started/get-started-quickstart.mdx, docs/docs/Tutorials/chat-with-files.mdx, docs/docs/Tutorials/chat-with-rag.mdx, docs/docs/Tutorials/mcp-tutorial.mdx
Updated formatting, clarified component references, improved instructional steps, and ensured consistent terminology in development guides and tutorials.

Sequence Diagram(s)

No sequence diagram generated, as the changes are purely documentation and do not affect control flow or feature logic.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

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documentation, size:M, lgtm

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@github-actions github-actions Bot added documentation Improvements or additions to documentation and removed documentation Improvements or additions to documentation labels Jul 31, 2025
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Actionable comments posted: 8

🔭 Outside diff range comments (22)
docs/docs/Concepts/concepts-playground.mdx (1)

1-4: Add the mandatory description field to the front-matter
All docs pages must include at least title and description. The latter is missing here.

 ---
 title: Test flows in the Playground
 slug: /concepts-playground
+description: Learn how to run, debug, and iterate on Langflow flows in the Playground.
 ---
docs/docs/Develop/develop-application.mdx (1)

1-4: Missing description in front-matter
Add a short description to satisfy the docs meta-data requirement.

 ---
 title: Containerize a Langflow application
 slug: /develop-application
+description: Step-by-step guide for packaging and deploying a Langflow flow inside a Docker image.
 ---
docs/docs/Develop/logging.mdx (1)

1-4: Front-matter incomplete
A description field is required.

 ---
 title: Logs
 slug: /logging
+description: Configure, locate, and inspect Langflow application and flow logs.
 ---
docs/docs/API-Reference/api-reference-api-examples.mdx (1)

1-4: Add a description to front-matter
Required by the docs style guide.

 ---
 title: Get started with the Langflow API
 slug: /api-reference-api-examples
+description: Learn common patterns and examples for calling the Langflow REST API.
 ---
docs/docs/Develop/session-id.mdx (1)

1-4: Front-matter needs a description

 ---
 title: Use session ID to manage communication between components
 slug: /session-id
+description: How to pass and leverage custom session IDs in Langflow flows and API calls.
 ---
docs/docs/Tutorials/mcp-tutorial.mdx (1)

1-4: Add a description field to the front-matter.

Every docs/ page must include at least title and description in its front-matter per the docs style guide.
Omitting it breaks the sidebar metadata build.

 ---
 title: Connect to MCP servers from your application
 slug: /mcp-tutorial
+description: Learn how to connect multiple Model Context Protocol (MCP) servers to a Langflow flow and consume the flow from a Python script.
 ---
docs/docs/Concepts/concepts-file-management.mdx (1)

1-4: Front-matter missing description.

Add a concise one-sentence summary so the page renders correctly and shows up in search.

 ---
 title: Manage files
 slug: /concepts-file-management
+description: Understand how to upload, manage and use files inside Langflow flows and via the API.
 ---
docs/docs/Support/troubleshooting.mdx (1)

1-4: Add missing description to front-matter.

 ---
 title: Troubleshoot Langflow
 slug: /troubleshoot
+description: Solutions for common installation, runtime and upgrade problems in Langflow.
 ---
docs/docs/Components/components-agents.mdx (1)

1-4: description field is required in front-matter.

 ---
 title: Agents
 slug: /components-agents
+description: Documentation for the Agent and MCP Tools components used to build agentic flows in Langflow.
 ---
docs/docs/Components/bundles-aiml.mdx (1)

1-4: Insert a description in front-matter.

 ---
 title: AI/ML API
 slug: /bundles-aiml
+description: Components provided by the AI/ML bundle, including text-generation and embeddings integrations.
 ---
docs/docs/Components/components-tools.mdx (1)

1-4: Add a description field to the front-matter.

Every docs/ MDX file must provide at least title and description in the front-matter per the docs style guide. Missing descriptions break search and SEO.

 ---
 title: Tools
 slug: /components-tools
+description: Overview of legacy “Tools” components, their replacements, and where to find them in the Langflow UI.
 ---
docs/docs/Components/components-models.mdx (1)

1-4: Missing description in front-matter.

Add a short description to satisfy mandatory metadata requirements.

 ---
 title: Language Model
 slug: /components-models
+description: Learn how to use the core **Language Model** component and provider-specific language-model bundles in Langflow.
 ---
docs/docs/Tutorials/chat-with-files.mdx (1)

1-4: Add description to front-matter.

 ---
 title: Create a chatbot that can ingest files
 slug: /chat-with-files
+description: Step-by-step guide to build a Langflow chatbot that reads uploaded files and answers questions about their content.
 ---
docs/docs/Components/components-bundles.mdx (1)

1-4: Front-matter lacks description.

 ---
 title: About bundles
 slug: /components-bundle-components
+description: Understand provider-specific bundle components in Langflow and how they relate to core components.
 ---
docs/docs/Integrations/Nvidia/integrations-nvidia-g-assist.mdx (1)

1-4: Add a description to the front-matter.

 ---
 title: Integrate NVIDIA G-Assist with Langflow
 slug: /integrations-nvidia-g-assist
+description: Use the **NVIDIA G-Assist** component to query and configure your GPU via natural-language prompts in Langflow.
 ---
docs/docs/Components/components-embedding-models.mdx (1)

1-4: Add the required description field to front-matter.

All docs files must include at least title and description in the front-matter block.

 ---
 title: Embedding Model
 slug: /components-embedding-models
+description: Overview of **Embedding Model** components, parameters, and usage examples.
 ---
docs/docs/Concepts/data-types.mdx (1)

1-4: Missing description in front-matter.

Add a concise description per docs guidelines.

 ---
 title: Langflow data types
 slug: /data-types
+description: Reference for the core data types exchanged between Langflow components.
 ---
docs/docs/Components/mcp-client.mdx (1)

1-4: Add description to front-matter.

Front-matter must contain description.

 ---
 title:  Use Langflow as an MCP client
 slug: /mcp-client
+description: Configure the **MCP Tools** component to consume tools from external or Langflow MCP servers.
 ---
docs/docs/Get-Started/get-started-quickstart.mdx (1)

1-4: Front-matter missing description.

Add a short description per style guide.

 ---
 title: Quickstart
 slug: /get-started-quickstart
+description: Load the Simple Agent template, run it, and call the flow through the Langflow API.
 ---
docs/docs/Tutorials/agent.mdx (1)

1-4: Add mandatory description to front-matter.

All MDX docs require it.

 ---
 title: Connect applications to agents
 slug: /agent-tutorial
+description: Tutorial – build an agentic flow and call it from a JavaScript application.
 ---
docs/docs/Components/components-vector-stores.mdx (1)

81-85: Markdown formatting broken – unmatched asterisks around “Embedding Model”

The leading *** opens bold+italic, but only ** closes it, so the line renders incorrectly.

-* ***Embedding Model**: Use your own embedding model by connecting an [**Embedding Model** component](/components-embedding-models) in Langflow.
+* **Embedding Model**: Use your own embedding model by connecting an [**Embedding Model** component](/components-embedding-models) in Langflow.
docs/docs/Components/components-custom-components.mdx (1)

402-408: Typo in display_name – “Mensage” should be “Message”

Leaving the typo will confuse readers and anyone copy-pasting the snippet.

-        display_name="Mensage",
+        display_name="Message",
🧹 Nitpick comments (33)
docs/docs/Components/components-logic.mdx (1)

8-8: Use the uncountable noun “functionality”

Minor wording improvement.

-Langflow's **Logic** components provide functionalities for routing, conditional processing, and flow management.
+Langflow's **Logic** components provide functionality for routing, conditional processing, and flow management.
docs/docs/Integrations/mcp-component-astra.mdx (1)

55-55: Keep “OpenAI” bold to follow the component-name style rule

Everywhere else component names are bolded. Stay consistent:

-In the **Agent** component, add your OpenAI API key.
+In the **Agent** component, add your **OpenAI** API key.
docs/docs/Get-Started/about-langflow.mdx (1)

64-64: Capitalise “Agent” to match UI terminology

The guidelines require Title Case for component/category names that appear in the UI.

-* [Use components and flows as agent tools](/agents-tools)
+* [Use components and flows as Agent tools](/agents-tools)
docs/docs/Support/troubleshooting.mdx (1)

17-18: Bold the “Bundles” UI category for consistency with the new style guide.

Component-category names that appear in the Langflow UI should be bold inside the link.

-* Search for the component or check other component categories, including [bundles](/components-bundle-components).
+* Search for the component or check other component categories, including [**Bundles**](/components-bundle-components).
docs/docs/Components/components-io.mdx (3)

16-18: Use sentence-case for headings

Langflow’s docs style guide specifies “sentence case headers.”
Consider changing the heading to “## Chat input and output” (and updating the corresponding anchor if needed) for consistency.


108-110: Apply sentence-case to section title

Same style-guide issue as above – “### Use chat input and output components in a flow” would match the required sentence case.


161-168: Heading case + link wording

  1. Heading should be sentence case: “## Text input and output”.
  2. Inside the important admonition the link [**Chat Input and Output** components](#chat-io) already follows the new “bold-inside-link” rule – nice.
    Just adjust the heading case for full consistency.
docs/docs/API-Reference/api-build.mdx (1)

108-110: Grammar: replace comma with colon (or split sentence)

“The following example stops flow execution at an OpenAI component, run the following command:”

The comma produces a run-on sentence. Use a colon or break into two sentences:

- The following example stops flow execution at an **OpenAI** component, run the following command:
+ The following example stops flow execution at an **OpenAI** component. Run the following command:
docs/docs/Deployment/deployment-prod-best-practices.mdx (2)

31-33: Minor wording tweak for clarity

Langflow API and UI: The Langflow service is the core part of the Langflow platform.”

Consider “core service” (singular) or “core component” to avoid the double “service” later in the sentence:

-* **Langflow API and UI**: The Langflow service is the core part of the Langflow platform.
+* **Langflow API and UI**: This is the core service of the Langflow platform.

56-57: Sentence fluidity

“configured to include only essential parts” feels vague.
Maybe “configured to include only the essential services” to parallel the earlier bullet.

Purely stylistic – ignore if you prefer the current wording.

docs/docs/Components/bundles-huggingface.mdx (1)

68-71: Minor wording nitpick

Embedding Model ports” could be confusing because the port in these components is actually named Embedding Model only for legacy OpenAI components. In Hugging Face Embeddings Inference the port label is “Embeddings”. Consider aligning the wording so readers don’t look for a non-existent port.

docs/docs/Components/components-tools.mdx (2)

17-24: Headers need sentence-case and consistent bolding.

Headers should use sentence case; component names that appear in the UI must be bold. Consider:

-## Calculator Tool
+## **Calculator** tool-## MCP Connection
+## **MCP connection**

This keeps the UI name bold while following the sentence-case rule.


38-55: Fix inconsistent linking and formatting for bundles list.

Some bundles (SerpApi, Tavily, Yahoo! Search) lost link wrappers and bold formatting, breaking parity with the rest of the list.

-    * **SerpApi** bundle
-    * **Tavily** bundle
-    * [**Wikipedia** bundle](/bundles-wikipedia)
-    * **Yahoo! Search** bundle
+    * [**SerpApi** bundle](/bundles-serpapi)
+    * [**Tavily** bundle](/bundles-tavily)
+    * [**Wikipedia** bundle](/bundles-wikipedia)
+    * [**Yahoo! Search** bundle](/bundles-yahoo-search)

Please verify the target slugs.

docs/docs/Components/components-models.mdx (2)

15-18: Remove “in order to” verbosity.

-These components accept inputs like chat messages, files, and instructions in order to generate a text response.  
+These components accept inputs like chat messages, files, and instructions to generate a text response.

32-34: Grammatical fix: missing article.

-If you want to use provider or model that isn't built-in to the **Language Model** core component, …
+If you want to use a provider or model that isn't built-in to the **Language Model** core component, …
docs/docs/Tutorials/chat-with-files.mdx (1)

56-59: Flow description is wordy—trim for clarity (optional).

Consider shortening the sentence for readability:

-At this point your flow has five components. The **Chat Input** and **File** components are connected to the **Prompt Template** component's input ports. Then, the **Prompt Template** component's output port is connected to the **Language Model** component's input port. Finally, the **Language Model** component's output port is connected to the **Chat Output** component, which returns the final response to the user.
+Your flow now has five components: **Chat Input** and **File** feed the **Prompt Template**; its output goes to **Language Model**; the model’s **Message** output connects to **Chat Output**.
docs/docs/Integrations/Nvidia/integrations-nvidia-g-assist.mdx (1)

22-26: Minor pluralisation issue.

Step 1 lists “Chat Output components” (plural) even though only one is used. Suggest singular for consistency:

-1. Create a flow with **Chat Input** component, **G-Assist** component, and **Chat Output** components.
+1. Create a flow with a **Chat Input** component, a **G-Assist** component, and a **Chat Output** component.
docs/docs/Components/components-embedding-models.mdx (2)

37-37: Link text should keep the component name bold inside the link.

Style rule: [**<NAME>** component](…).
Current text drops the bold style:

[Additional Embedding Model components]

Fix:

-[Additional Embedding Model components](#additional-embedding-model-components)
+[Additional **Embedding Model** components](#additional-embedding-model-components)

15-15: Header not in sentence case.

Use sentence-case headings: only first word (and proper nouns/UI names) capitalised.

-## Use Embedding Model components in a flow
+## Use embedding model components in a flow
docs/docs/Concepts/data-types.mdx (1)

226-226: Header should be sentence case.

-### Message data in Input and Output components
+### Message data in input and output components
docs/docs/Components/mcp-client.mdx (1)

16-16: Capitalize component name in header.

MCP Tools is the component’s UI name; keep exact casing.

-## Use the MCP tools component
+## Use the MCP Tools component
docs/docs/Tutorials/agent.mdx (1)

37-38: Prefer “component’s header menu” for consistency.

Most docs use this wording; keeps UI reference precise.

-In the [header menu](/concepts-components#component-menus) for both the **Directory** and **Web Search** components, enable **Tool Mode** …
+In the [component's header menu](/concepts-components#component-menus) for both the **Directory** and **Web Search** components, enable **Tool mode** …
docs/docs/Integrations/Docling/integrations-docling.mdx (1)

63-65: Subject/verb agreement – use “ingests”

Minor grammar slip: component ingestcomponent ingests.

-The **Docling** language model component ingest documents, and then uses Docling to process them by running the Docling models locally.
+The **Docling** language model component ingests documents, then uses Docling to process them locally.
docs/docs/Components/components-vector-stores.mdx (1)

17-18: Article misuse – “a tutorial” instead of “an tutorial”

-For an tutorial using **Vector Store** components in a flow, see [Create a vector RAG chatbot](/chat-with-rag).
+For a tutorial on using **Vector Store** components in a flow, see [Create a vector RAG chatbot](/chat-with-rag).
docs/docs/Integrations/integrations-assemblyai.mdx (2)

130-132: Duplicate word – “in in”

-4. Input the AssemblyAI API key in in all components that require the key (**Start Transcript**, **Poll Transcript**, **Get Subtitles**, **LeMUR**, **List Transcripts**).
+4. Input your AssemblyAI API key in all components that require it (**Start Transcript**, **Poll Transcript**, **Get Subtitles**, **LeMUR**, **List Transcripts**).

134-135: Accessibility attribute value should be lowercase “true”

-<Icon name="Play" aria-hidden="True" /> **Run component**
+<Icon name="Play" aria-hidden="true" /> **Run component**

Repeat the same change for the next occurrence in Step 7.

docs/docs/Integrations/Cleanlab/integrations-cleanlab.mdx (1)

106-109: Grammar – tip text is incomplete

Current sentence is fragmentary.

-:::tip
-You can to follow along.
-:::
+:::tip
+Download the sample flow and follow along as you read.
+:::
docs/docs/Components/components-processing.mdx (1)

69-77: Use backticks instead of single quotes for the port name

Every other parameter description in this table uses inline code formatting (backticks) for parameter labels.
Keeping one row in single quotes is inconsistent with the style guide and hurts scan-ability.

-| model | HandleInput | Input parameter. Connect the 'Language Model' output from a **Language Model** component. Required. |
+| model | HandleInput | Input parameter. Connect the `Language Model` output from a **Language Model** component. Required. |
docs/docs/Concepts/concepts-components.mdx (2)

21-25: Improve list parallelism by giving “Beta” its own bullet

Placing the “Beta” qualifier inside the Core bullet breaks the one-concept-per-bullet pattern used elsewhere and can be confusing. Either move the Beta sentence out, or create a dedicated bullet:

-* **Core**: The categories near the top of the **Components** menu are Langflow's core components. They are grouped by purpose, such as **Inputs and Outputs** or **Data**. **Beta** components are newly released and still in development.
+* **Core**: Categories near the top of the **Components** menu, grouped by purpose such as **Inputs and Outputs** or **Data**.
+* **Beta**: Newly released components that are still in development.

239-240: Fix possessive typo “it's” → “its”

-… such as a RAG **Agent** component and it's associated **Embeddings Model** …
+… such as a RAG **Agent** component and its associated **Embeddings Model** …
docs/docs/Agents/agents-tools.mdx (2)

158-159: Minor wording tweak for smoother reading

-… example code in [Use custom components as tools](#components-as-tools) included `tool_mode=True` to the `MessageTextInput` …
+… example code in [Use custom components as tools](#components-as-tools) adds `tool_mode=True` to the `MessageTextInput` …

174-183: Indent explanatory sentence to avoid breaking the ordered list

Markdown resets numbering when an un-indented line appears between list items:

 3. Enable **Tool Mode**.  
-The selected flow becomes an [action](#edit-a-tools-actions) in the **Run Flow** component.
+   The selected flow becomes an [action](#edit-a-tools-actions) in the **Run Flow** component.
docs/docs/Integrations/Nvidia/integrations-nvidia-ingest.mdx (1)

59-59: Make image alt text more descriptive for accessibility

Consider a more descriptive alt text that explains what the diagram shows.

-![NVIDIA Retriever Extraction component flow](nvidia-component-ingest-astra.png)
+![Flow showing NVIDIA Retriever Extraction component connected to a Vector Store](nvidia-component-ingest-astra.png)

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3 small things but LGTM!

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@aimurphy aimurphy added this pull request to the merge queue Aug 1, 2025
Merged via the queue into main with commit 1563740 Aug 1, 2025
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@aimurphy aimurphy deleted the lfoss-1538 branch August 1, 2025 13:03
2getsandesh pushed a commit to 2getsandesh/langflow-IBM that referenced this pull request Aug 6, 2025
…inks (langflow-ai#9251)

* standardize component name style and links pt 1

* component name standardization pt 2

* standardization pt 3

* standardize component names pt 4

* peer review

* fix lnk

* update edit tool actions section

* standardize Agent, agent, agentic

* more style auditing

* missing imports
lucaseduoli pushed a commit that referenced this pull request Aug 12, 2025
…inks (#9251)

* standardize component name style and links pt 1

* component name standardization pt 2

* standardization pt 3

* standardize component names pt 4

* peer review

* fix lnk

* update edit tool actions section

* standardize Agent, agent, agentic

* more style auditing

* missing imports
lucaseduoli pushed a commit that referenced this pull request Aug 22, 2025
…inks (#9251)

* standardize component name style and links pt 1

* component name standardization pt 2

* standardization pt 3

* standardize component names pt 4

* peer review

* fix lnk

* update edit tool actions section

* standardize Agent, agent, agentic

* more style auditing

* missing imports
lucaseduoli pushed a commit that referenced this pull request Aug 25, 2025
…inks (#9251)

* standardize component name style and links pt 1

* component name standardization pt 2

* standardization pt 3

* standardize component names pt 4

* peer review

* fix lnk

* update edit tool actions section

* standardize Agent, agent, agentic

* more style auditing

* missing imports
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3 participants