> ## Documentation Index
> Fetch the complete documentation index at: https://docs.elitea.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Indexing Tools

> Indexing tools are available in the Next environment (Release 1.7.0) and replace legacy Datasources/Datasets. For context, see Release Notes 1.7.0 and the Index

## Prerequisites (once per project/toolkit)

* Credential for your toolkit (required for all except Artifact). See [Create a Credential](../../getting-started/create-credential).
* Vector Storage: PgVector selected in Settings → [AI Configuration](../../menus/settings/ai-configuration).
* Embedding Model selected in AI Configuration (defaults available).
* A configured Toolkit that supports indexing. See [Indexing Overview](./indexing-overview#toolkits-which-support-indexes).

**Supported toolkits**: ADO Repos, ADO Wiki, ADO Plans, ADO Boards, Bitbucket, GitHub, GitLab, Confluence, Jira, SharePoint, Artifact, Figma, TestRail, Xray Cloud, Zephyr Enterprise, Zephyr Essential, Zephyr Scale.

***

## Index Data

Create or update an index from your source system.

Where to run it:

**Recommended: Indexes Tab Interface** Open your Toolkit → Indexes → "+" → configure → RUN.

<img src="https://mintcdn.com/epam-a74ef051/dlc8QGXGBFIPqaV1/img/how-tos/indexing/index-tab/start-indexing.gif?s=961714f66a0d1fc94a82bc9c4a75de9c" alt="Index Data – form" width="1910" height="911" data-path="img/how-tos/indexing/index-tab/start-indexing.gif" />

**Alternative: TEST SETTINGS** Open your Toolkit → TEST SETTINGS → select “Index data” → configure → RUN TOOL

<img src="https://mintcdn.com/epam-a74ef051/dlc8QGXGBFIPqaV1/img/how-tos/indexing/index-test-settings.gif?s=1cf5ce050ac159f3111a4c0af4e06bed" alt="Index test settings" width="1907" height="914" data-path="img/how-tos/indexing/index-test-settings.gif" />

### Purpose

* Build a new index collection or update an existing one for later search and Q\&A.

### Common Settings and Parameters

| UI Label          | Description                             | Required? | Default Value | Validation/Allowed           |
| ----------------- | --------------------------------------- | --------- | ------------- | ---------------------------- |
| Collection Suffix | Used to separate datasets               | Yes       | -             | max\_length=7, min\_length=1 |
| Progress Step     | Step size for progress reporting        | No        | 10            | ge=0, le=100                 |
| Clean Index       | Clean existing index before re-indexing | No        | FALSE         | -                            |
| Chunking Tool     | Name of chunking tool to apply          | No        | -             | -                            |
| Chunking Config   | Configuration for chunking tool         | No        | {}            | -                            |

### Toolkit Specific Settings and Parameters

| Toolkit type                                        | UI Label                   | Description                                                                                                                                                                                                                                                                       | Required?                             | Default                        | Validation/Allowed                                                                                                                                   |    |   |                 |
| --------------------------------------------------- | -------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------- | ------------------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------------- | -- | - | --------------- |
| Repositories (GitHub, GitLab, Bitbucket, ADO Repos) | Branch                     | Branch to index files from; defaults to the repository's active branch if None.                                                                                                                                                                                                   | No                                    | -                              | -                                                                                                                                                    |    |   |                 |
| Repositories (GitHub, GitLab, Bitbucket, ADO Repos) | Whitelist                  | Allow-list of file extensions or paths to include. Defaults to all files if None. Example: \["*.md", "*.java"].                                                                                                                                                                   | No                                    | -                              | -                                                                                                                                                    |    |   |                 |
| Repositories (GitHub, GitLab, Bitbucket, ADO Repos) | Blacklist                  | Deny-list of file extensions or paths to exclude. Defaults to no exclusions if None. Example: \["*.md", "*.java"].                                                                                                                                                                | No                                    | -                              | -                                                                                                                                                    |    |   |                 |
| Test Management (Zephyr Enterprise)                 | Zql                        | ZQL query to search for test cases; Supported: estimatedTime, testcaseId, creator, release, project, priority, altId, version, versionId, automated, folder, contents, name, comment, tag; Examples: folder="TestToolkit", name\~"TestToolkit5".                                  | No                                    | -                              | ZQL syntax                                                                                                                                           |    |   |                 |
| Test Management (Zephyr Scale)                      | Project Key                | Jira project key filter (e.g., "PROJ").                                                                                                                                                                                                                                           | No                                    | -                              | Jira project key                                                                                                                                     |    |   |                 |
| Test Management (Zephyr Scale)                      | Jql                        | JQL-like query for searching test cases; Supported fields: folder (exact name), folderPath (full path), label, text (name/description), customFields (JSON string), steps, orderBy, orderDirection (ASC                                                                           | DESC), limit, includeSubfolders (true | false), exactFolderMatch (true | false); Example: 'folder = "Authentication" AND label in ("Smoke", "Critical") AND text \~ "login" AND orderBy = "name" AND orderDirection = "ASC"'. | No | - | JQL-like syntax |
| ADO Boards                                          | Wiql                       | WIQL (Work Item Query Language) query string to select and filter Azure DevOps work items.                                                                                                                                                                                        | Yes                                   | -                              | WIQL syntax                                                                                                                                          |    |   |                 |
| ADO Plans                                           | Plan Id                    | ID of the test plan for which test cases are requested.                                                                                                                                                                                                                           | Yes                                   | -                              | numeric ID                                                                                                                                           |    |   |                 |
| ADO Plans                                           | Suite Ids                  | List of test suite IDs for which test cases are requested (can be empty to index all suites from the plan). Example: \[2, 23].                                                                                                                                                    | No                                    | -                              | array of numeric IDs                                                                                                                                 |    |   |                 |
| ADO Wiki                                            | Wiki Identifier            | Wiki identifier to index (e.g., "ABCProject.wiki").                                                                                                                                                                                                                               | Yes                                   | -                              | string                                                                                                                                               |    |   |                 |
| ADO Wiki                                            | Title Contains             | Include only pages with titles containing this exact string.                                                                                                                                                                                                                      | No                                    | -                              | string (exact match)                                                                                                                                 |    |   |                 |
| SharePoint                                          | Limit Files                | Limit (maximum number) of files to return; supports synonyms like First, Top, or a numeric literal (e.g., "Top 10 files"). If not specified, use the default with no extra confirmation from a user.                                                                              | No                                    | 1000                           | number or synonym keyword                                                                                                                            |    |   |                 |
| SharePoint                                          | Include Extensions         | List of file extensions to include when processing; if empty, all files are processed (except those in Skip Extensions). Example: \["*.png", "*.jpg"].                                                                                                                            | No                                    | -                              | array of glob patterns                                                                                                                               |    |   |                 |
| SharePoint                                          | Skip Extensions            | List of file extensions to skip when processing. Example: \["*.png", "*.jpg"].                                                                                                                                                                                                    | No                                    | -                              | array of glob patterns                                                                                                                               |    |   |                 |
| Figma                                               | Project Id                 | ID of the project to list files from (e.g., 55391681).                                                                                                                                                                                                                            | No                                    | -                              | numeric ID                                                                                                                                           |    |   |                 |
| Figma                                               | File Keys Include          | List of file keys to include in index if Project Id is not provided. Example: \["Fp24FuzPwH0L74ODSrCnQo", "jmhAr6q78dJoMRqt48zisY"].                                                                                                                                              | No                                    | -                              | array of strings                                                                                                                                     |    |   |                 |
| Figma                                               | File Keys Exclude          | List of file keys to exclude from index; applied only if Project Id is provided and File Keys Include is not provided. Example: \["Fp24FuzPwH0L74ODSrCnQo", "jmhAr6q78dJoMRqt48zisY"].                                                                                            | No                                    | -                              | array of strings                                                                                                                                     |    |   |                 |
| Figma                                               | Node Ids Include           | List of top-level nodes (pages) in a file to include in index; node-id from Figma URL. Example: \["123-56", "7651-9230"].                                                                                                                                                         | No                                    | -                              | array of strings                                                                                                                                     |    |   |                 |
| Figma                                               | Node Ids Exclude           | List of top-level nodes (pages) to exclude; applied only if Node Ids Include is not provided; node-id from Figma URL.                                                                                                                                                             | No                                    | -                              | array of strings                                                                                                                                     |    |   |                 |
| Figma                                               | Node Types Include         | List of node types to include (e.g., FRAME, COMPONENT, RECTANGLE, COMPONENT\_SET, INSTANCE, VECTOR).                                                                                                                                                                              | No                                    | -                              | array of enums                                                                                                                                       |    |   |                 |
| Figma                                               | Node Types Exclude         | List of node types to exclude; applied only if Node Types Include is not provided.                                                                                                                                                                                                | No                                    | -                              | array of enums                                                                                                                                       |    |   |                 |
| TestRail                                            | Project Id                 | TestRail project ID to index data from.                                                                                                                                                                                                                                           | Yes                                   | -                              | numeric ID                                                                                                                                           |    |   |                 |
| TestRail                                            | Suite Id                   | Optional TestRail suite ID to filter test cases.                                                                                                                                                                                                                                  | No                                    | -                              | numeric ID                                                                                                                                           |    |   |                 |
| TestRail                                            | Section Id                 | Optional section ID to filter test cases.                                                                                                                                                                                                                                         | No                                    | -                              | numeric ID                                                                                                                                           |    |   |                 |
| TestRail                                            | Include Attachments        | Whether to include attachment content in indexing. Selected by default.                                                                                                                                                                                                           | No                                    | TRUE                           | boolean                                                                                                                                              |    |   |                 |
| TestRail                                            | Skip Attachment Extensions | List of file extensions to skip when processing attachments (e.g., \['.png', '.jpg']).                                                                                                                                                                                            | No                                    | -                              | array of extensions                                                                                                                                  |    |   |                 |
| Xray Cloud                                          | Jql                        | JQL query for searching test cases in Xray. Supported fields include project, testType, labels, summary, description, status, priority. Example: project = "CALC" AND testType = "Manual" AND labels in ("Smoke", "Critical").                                                    | No                                    | -                              | JQL syntax                                                                                                                                           |    |   |                 |
| Xray Cloud                                          | Graphql                    | Custom GraphQL query for advanced data extraction. Should return test objects (issueId, jira, testType, steps, etc.). Example: `query \{ getTests(jql: "project = \"CALC\"") \{ results \{ issueId jira(fields: ["key"]) testType \{ name \} steps \{ action result \} \} \} \}`. | No                                    | -                              | GraphQL syntax                                                                                                                                       |    |   |                 |
| Xray Cloud                                          | Include Attachments        | Whether to include attachment content in indexing.                                                                                                                                                                                                                                | No                                    | -                              | boolean                                                                                                                                              |    |   |                 |
| Xray Cloud                                          | Skip Attachment Extensions | List of file extensions to skip when processing attachments (e.g., \['.exe', '.zip', '.bin']).                                                                                                                                                                                    | No                                    | -                              | array of extensions                                                                                                                                  |    |   |                 |
| Confluence                                          | Content Format             | Render format for page content.                                                                                                                                                                                                                                                   | No                                    | view                           | string (e.g., 'view')                                                                                                                                |    |   |                 |
| Confluence                                          | Page Ids                   | List of page IDs to retrieve.                                                                                                                                                                                                                                                     | No                                    | -                              | array of IDs                                                                                                                                         |    |   |                 |
| Confluence                                          | Label                      | Label to filter pages.                                                                                                                                                                                                                                                            | No                                    | -                              | string                                                                                                                                               |    |   |                 |
| Confluence                                          | Cql                        | CQL query to filter pages.                                                                                                                                                                                                                                                        | No                                    | -                              | CQL syntax                                                                                                                                           |    |   |                 |
| Confluence                                          | Limit                      | Limit the number of results.                                                                                                                                                                                                                                                      | No                                    | 10                             | number                                                                                                                                               |    |   |                 |
| Confluence                                          | Max Pages                  | Maximum number of pages to retrieve.                                                                                                                                                                                                                                              | No                                    | 1000                           | number                                                                                                                                               |    |   |                 |
| Confluence                                          | Include Restricted Content | Include content with view restrictions (if permitted).                                                                                                                                                                                                                            | No                                    | -                              | boolean                                                                                                                                              |    |   |                 |
| Confluence                                          | Include Archived Content   | Include archived pages in results.                                                                                                                                                                                                                                                | No                                    | -                              | boolean                                                                                                                                              |    |   |                 |
| Confluence                                          | Include Attachments        | Whether to include attachment content in indexing.                                                                                                                                                                                                                                | No                                    | -                              | boolean                                                                                                                                              |    |   |                 |
| Confluence                                          | Include Comments           | Include page comments in indexing.                                                                                                                                                                                                                                                | No                                    | -                              | boolean                                                                                                                                              |    |   |                 |
| Confluence                                          | Include Labels             | Include page labels in indexing.                                                                                                                                                                                                                                                  | No                                    | TRUE                           | boolean                                                                                                                                              |    |   |                 |
| Confluence                                          | Ocr Languages              | OCR languages for processing attachments.                                                                                                                                                                                                                                         | No                                    | eng                            | language codes (e.g., 'eng')                                                                                                                         |    |   |                 |
| Confluence                                          | Keep Markdown Format       | Keep Markdown formatting in output.                                                                                                                                                                                                                                               | No                                    | TRUE                           | boolean                                                                                                                                              |    |   |                 |
| Confluence                                          | Keep Newlines              | Preserve newlines in extracted content.                                                                                                                                                                                                                                           | No                                    | TRUE                           | boolean                                                                                                                                              |    |   |                 |
| Confluence                                          | Bins With Llm              | Use LLM for processing binary files.                                                                                                                                                                                                                                              | No                                    | -                              | boolean                                                                                                                                              |    |   |                 |
| Jira                                                | Jql                        | JQL query to filter issues; if omitted, all accessible issues are indexed. Examples: 'project=PROJ', 'parentEpic=EPIC-123', 'status=Open'.                                                                                                                                        | No                                    | -                              | JQL syntax                                                                                                                                           |    |   |                 |
| Jira                                                | Fields To Extract          | Additional fields to extract from issues.                                                                                                                                                                                                                                         | No                                    | -                              | array of field keys                                                                                                                                  |    |   |                 |
| Jira                                                | Fields To Index            | Additional fields to include in indexed content.                                                                                                                                                                                                                                  | No                                    | -                              | array of field keys                                                                                                                                  |    |   |                 |
| Jira                                                | Include Attachments        | Whether to include attachment content in indexing.                                                                                                                                                                                                                                | No                                    | -                              | boolean                                                                                                                                              |    |   |                 |
| Jira                                                | Max Total Issues           | Maximum number of issues to index.                                                                                                                                                                                                                                                | No                                    | 1000                           | number                                                                                                                                               |    |   |                 |
| Jira                                                | Skip Attachment Extensions | List of file extensions to skip when processing attachments (e.g., \['.png', '.jpg']).                                                                                                                                                                                            | No                                    | -                              | array of extensions                                                                                                                                  |    |   |                 |

***

## Search Index

Search your indexed content using natural language.

**Recommended: Indexes Tab Interface** Open your Toolkit → Indexes → "Run" tab → select “Search index” → configure → RUN.

<img src="https://mintcdn.com/epam-a74ef051/dlc8QGXGBFIPqaV1/img/how-tos/indexing/search-index-tool.gif?s=e3a169d6c1961c80d1c8f319f8d99130" alt="Index Data – form" width="1907" height="914" data-path="img/how-tos/indexing/search-index-tool.gif" />

**Alternative: TEST SETTINGS** Toolkit → TEST SETTINGS → select “Search index” → configure → RUN TOOL.

### Purpose

* Retrieve relevant chunks from one or more index collections.

### Common Settings and Parameters

| UI Label          | Description                             | Required? | Default | Validation/Allowed                            |
| ----------------- | --------------------------------------- | --------- | ------- | --------------------------------------------- |
| Query             | Query text to search in index           | Yes       | -       | -                                             |
| Collection Suffix | Search specific dataset or all if empty | No        | ""      | max\_length=7                                 |
| Filter            | Metadata filter for search results      | No        | {}      | JSON format                                   |
| Cut-off Score     | Minimum similarity score threshold      | No        | 0.2     | -                                             |
| Search Top        | Number of top results to return         | No        | 10      | -                                             |
| Reranker          | Reranker configuration                  | No        | {}      | -                                             |
| Full Text Search  | Full text search configuration          | No        | -       | JSON with enabled, weight, fields, language   |
| Reranking Config  | Advanced reranking configuration        | No        | -       | JSON with field weights and rules             |
| Extended Search   | Additional chunk types to search        | No        | -       | title,summary,propositions,keywords,documents |

<Info title="Note">
  Applicable to all toolkits that support indexing.
</Info>

***

## Stepback Search Index

Advanced search that first “simplifies” your query for better matches and can consider conversation context.

**Recommended: Indexes Tab Interface** Open your Toolkit → Indexes → "Run" tab → select “Stepback search index” → configure → RUN.

<img src="https://mintcdn.com/epam-a74ef051/QwehaKayfOTb4rt0/img/how-tos/indexing/stepback-search-tool.gif?s=9d275f527356996a30068fc775e0f481" alt="Stepback Search – form" width="1907" height="914" data-path="img/how-tos/indexing/stepback-search-tool.gif" />

**Alternative: TEST SETTINGS** Toolkit → TEST SETTINGS → select “Stepback search index” → configure → RUN TOOL.

### Purpose

* Improve retrieval by transforming your question (e.g., “How do I configure GitHub auth?” → “configure GitHub authentication”). Returns raw results.

### Common Settings and Parameters

| UI Label          | Description                               | Required? | Default | Validation/Allowed                            |
| ----------------- | ----------------------------------------- | --------- | ------- | --------------------------------------------- |
| Query             | Query text to search in index             | Yes       | -       | -                                             |
| Collection Suffix | Search specific dataset or all if empty   | No        | ""      | max\_length=7                                 |
| Filter            | Metadata filter for search results        | No        | {}      | JSON format                                   |
| Messages          | Chat messages for stepback search context | No        | {}      | JSON format                                   |
| Cut-off Score     | Minimum similarity score threshold        | No        | 0.2     | -                                             |
| Search Top        | Number of top results to return           | No        | 10      | -                                             |
| Reranker          | Reranker configuration                    | No        | {}      | -                                             |
| Full Text Search  | Full text search configuration            | No        | -       | JSON with enabled, weight, fields, language   |
| Reranking Config  | Advanced reranking configuration          | No        | -       | JSON with field weights and rules             |
| Extended Search   | Additional chunk types to search          | No        | -       | title,summary,propositions,keywords,documents |

<Info title="Note">
  * Applicable to all toolkits that support indexing.
</Info>

* Output is a list of matching documents/chunks. If you prefer a generated answer, use Stepback Summary Index.

***

## Stepback Summary Index

Contextual search plus an AI‑generated answer, with optional citations.

**Recommended: Indexes Tab Interface** Open your Toolkit → Indexes → "Run" tab → select “Stepback Sumary index” → configure → RUN.

<img src="https://mintcdn.com/epam-a74ef051/dlc8QGXGBFIPqaV1/img/how-tos/indexing/index-tab/stepback-summary-index.gif?s=2bcb37504ca0a4d3465cf736ac18b7e4" alt="Stepback Search – form" width="1910" height="870" data-path="img/how-tos/indexing/index-tab/stepback-summary-index.gif" />

**Alternative: TEST SETTINGS**: Toolkit → TEST SETTINGS →  select “Stepback summary index”→ configure → RUN..

### Purpose

* Combine stepback search with a concise, human‑readable answer. Good for end‑users who want a direct response.

###

### Common Settings and Parameters

| UI Label          | Description                               | Required? | Default | Validation/Allowed                            |
| ----------------- | ----------------------------------------- | --------- | ------- | --------------------------------------------- |
| Query             | Query text to search in index             | Yes       | -       | -                                             |
| Collection Suffix | Search specific dataset or all if empty   | No        | ""      | max\_length=7                                 |
| Filter            | Metadata filter for search results        | No        | {}      | JSON format                                   |
| Messages          | Chat messages for stepback search context | No        | {}      | JSON format                                   |
| Cut-off Score     | Minimum similarity score threshold        | No        | 0.2     | -                                             |
| Search Top        | Number of top results to return           | No        | 10      | -                                             |
| Reranker          | Reranker configuration                    | No        | {}      | -                                             |
| Full Text Search  | Full text search configuration            | No        | -       | JSON with enabled, weight, fields, language   |
| Reranking Config  | Advanced reranking configuration          | No        | -       | JSON with field weights and rules             |
| Extended Search   | Additional chunk types to search          | No        | -       | title,summary,propositions,keywords,documents |

<Info title="Note">
  * Applicable to all toolkits that support indexing.
</Info>

* If the answer lacks sources, increase Search Top or lower Cut Off slightly to include more candidate passages.

***

## Remove Index

Delete an existing collection (index) when it’s no longer needed.

**Recommended: Indexes Tab Interface** Open your Toolkit → Indexes → "Select Index" → Delete.

<img src="https://mintcdn.com/epam-a74ef051/dlc8QGXGBFIPqaV1/img/how-tos/indexing/index-tab/delete-index.gif?s=e4bed1bbb8028ed0cf5b007ed7c563f9" alt="Delete Index" width="1912" height="911" data-path="img/how-tos/indexing/index-tab/delete-index.gif" />

**Alternative: TEST SETTINGS**: Toolkit → TEST SETTINGS → “Remove index”.

<img src="https://mintcdn.com/epam-a74ef051/dlc8QGXGBFIPqaV1/img/how-tos/indexing/remove-index-tool.gif?s=68328d54774013b0be6826161f0d1839" alt="Remove Index – form" width="1907" height="914" data-path="img/how-tos/indexing/remove-index-tool.gif" />

### Purpose

* Clean up test data or retire outdated collections.

### Applies to toolkits

* All toolkits that support indexing.

### Fields

| Field             | Description                       | Required | Applicable toolkits |
| ----------------- | --------------------------------- | -------- | ------------------- |
| Collection Suffix | Name of the collection to remove. | Yes      | All                 |

<Warning>
  Removing an index deletes its data from vector storage for this toolkit. Make sure you’re targeting the correct collection.
</Warning>

***

## List Collections

List all available collections for the toolkit.

**Recommended: Indexes Tab Interface** Open your Toolkit → Indexes → "Left sidebar.

<img src="https://mintcdn.com/epam-a74ef051/dlc8QGXGBFIPqaV1/img/how-tos/indexing/index-tab/index-card.png?fit=max&auto=format&n=dlc8QGXGBFIPqaV1&q=85&s=f159104df3f631bd8455320c0b78ec2e" alt="List Index" width="367" height="380" data-path="img/how-tos/indexing/index-tab/index-card.png" />

**Alternative: TEST SETTINGS**: Toolkit → TEST SETTINGS → “List collections”.

<img src="https://mintcdn.com/epam-a74ef051/dlc8QGXGBFIPqaV1/img/how-tos/indexing/list-collection.gif?s=d93b5dd03a8e58c50d707abd11d32431" alt="List Collections – output" width="1907" height="914" data-path="img/how-tos/indexing/list-collection.gif" />

### Purpose

* Quickly verify what indexes exist and their names (suffixes).

### Fields

| Field  | Description                          | Required | Applicable toolkits |
| ------ | ------------------------------------ | -------- | ------------------- |
| (none) | No input required; runs immediately. | —        | All                 |

***

## Stepback tools: quick comparison

| Aspect                    | Stepback Search Index                     | Stepback Summary Index                             |
| ------------------------- | ----------------------------------------- | -------------------------------------------------- |
| Output                    | Raw results (document chunks with scores) | Short, AI‑generated answer with optional citations |
| Uses conversation context | Yes (for query transform)                 | Yes (for search + answer)                          |
| Best for                  | Exploring documents, exporting results    | Direct answers for end‑users                       |
| Cost/latency              | Lower                                     | Higher                                             |

***

## Tips and troubleshooting

* If Search returns few/no results, try lowering Cut Off (e.g., from 0.5 to 0.35) or increasing Search Top.
* Use Collection Suffix consistently (e.g., prod/test) so you can target the right dataset later.
* For better Q\&A, consider Proposal chunking when indexing (enables titles/summaries/propositions).
* Known limitations and workarounds: see [Release Notes 1.7.0](../../release-notes/archived/rn-1-7-0#known-issues).

<Info title="Related guides">
  - [Indexing Overview](./indexing-overview)
  - [How tocreate and use Indexes](./using-indexes-tab-interface)
  - [GitHub](./index-github-data), [Confluence](./index-confluence-data), [Jira](./index-jira-data), [SharePoint](./index-sharepoint-data): Per‑toolkit examples
  - [AI Configuration](../../menus/settings/ai-configuration)
</Info>
