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

# bijection ai

> Install and inspect code-owned AI products

## bijection ai

```text theme={"theme":{"light":"github-light-default","dark":"github-dark-default"}}
Install and inspect code-owned AI products

Usage:
  bijection ai [flags]
  bijection ai [command]

Available Commands:
  doctor      Read the installed AI registration query
  install     Install analyst, engineering, teamwork, management and help bindings
  reconfigure Regenerate an installation from its changed manifest
  remove      Remove an installation's generated modules and configuration mount

Flags:
  -h, --help        help for ai
      --help-all    Show all commands and options, including administrative controls.
      --help-json   Print command input and output schemas as JSON without executing it.

Use "bijection ai [command] --help" for more information about a command.
```

## bijection ai doctor

```text theme={"theme":{"light":"github-light-default","dark":"github-dark-default"}}
Read a collection or public query as your business identity. Pages return one cursor containing their read basis and original query; continue with --cursor on the same target. A virtual collection is read as one retained run, reserved and saved before any source work; continue it with bijection run follow. --page-size controls delivery; --max-rows and --max-bytes bound the complete result. --watch follows named query updates, each at its own read basis.

Usage:
  bijection ai doctor [flags]
  bijection ai doctor [command]

Examples:
  bijection query notes --page-size 20
  bijection query notes record_version=3 --select text --format json
  bijection query notes:list --watch

Available Commands:
  related     Read one declared relationship at an exact basis
  semantic    Rank a collection's objects by similarity to a query vector

Flags:
      --as string               Act as a person, such as alice, on a development, preview or local deployment. Production refuses development identities.
      --branch string           Use a branch under your current business identity.
      --cursor string           Continue the original query and read basis; use @path to read a cursor saved in a file.
      --deployment string       Inspect definitions in a specific deployment. Accepts:
                                • a deployment name (e.g. joyful-capybara-123)
                                • a deployment reference (e.g. dev/james, staging)
                                • dev (for your personal dev deployment)
                                • prod (for your project’s default production deployment).
                                You can also select deployments in other projects with project-slug:reference.
      --emulation string        Use this explicitly selected reduced-authority preview and its original target. Omit deployment, branch and identity selectors.
      --format string           Output format; JSON preserves exact values. (pretty, json, jsonl) (default "pretty")
      --from string             Read a bounded relation over virtual tables from a JSON file.
  -h, --help                    help for query
      --help-all                Show all commands and options, including administrative controls.
      --help-json               Print command input and output schemas as JSON without executing it.
      --max-bytes int           Complete result byte bound; exceeding it refuses the result. (default 4194304)
      --max-rows int            Complete result row bound; exceeding it refuses the result. (default 4096)
      --page-size int           Collection page size, from 1 to 50. (default 20)
      --query string            Arguments in the collection reader's admitted query language.
      --select string           Comma-separated collection fields.
      --sign-in-client string   Select the installed application client for business sign-in
      --timeout string          Stop observing remote work after this duration; retain its run for recovery. (default "30s")
      --url string              Inspect definitions in a private deployment at this explicit origin.
      --watch                   Follow a named query as JSON lines, each with its native read basis.

Use "bijection ai doctor [command] --help" for more information about a command.
```

## bijection ai doctor related

```text theme={"theme":{"light":"github-light-default","dark":"github-dark-default"}}
Read one declared relationship at an exact basis

Usage:
  bijection ai doctor related <collection> <id> <relation> [flags]

Flags:
      --as string               Act as a person, such as alice, on a development, preview or local deployment. Production refuses development identities.
      --branch string           Use a branch under your current business identity.
      --cursor string           Continue the original relationship and basis.
      --deployment string       Inspect definitions in a specific deployment. Accepts:
                                • a deployment name (e.g. joyful-capybara-123)
                                • a deployment reference (e.g. dev/james, staging)
                                • dev (for your personal dev deployment)
                                • prod (for your project’s default production deployment).
                                You can also select deployments in other projects with project-slug:reference.
      --emulation string        Use this explicitly selected reduced-authority preview and its original target. Omit deployment, branch and identity selectors.
      --format string           Output format; JSON preserves exact values. (pretty, json, jsonl) (default "pretty")
  -h, --help                    help for related
      --help-all                Show all commands and options, including administrative controls.
      --help-json               Print command input and output schemas as JSON without executing it.
      --order string            Ordering direction. (asc, desc)
      --order-by string         Use an advertised indexed ordering property.
      --page-size int           Return one to 50 related entries. (default 20)
      --query string            Structured relationship read arguments.
      --sign-in-client string   Select the installed application client for business sign-in
      --url string              Inspect definitions in a private deployment at this explicit origin.

Global Flags:
      --from string      Read a bounded relation over virtual tables from a JSON file.
      --max-bytes int    Complete result byte bound; exceeding it refuses the result. (default 4194304)
      --max-rows int     Complete result row bound; exceeding it refuses the result. (default 4096)
      --select string    Comma-separated collection fields.
      --timeout string   Stop observing remote work after this duration; retain its run for recovery. (default "30s")
      --watch            Follow a named query as JSON lines, each with its native read basis.
```

## bijection ai doctor semantic

```text theme={"theme":{"light":"github-light-default","dark":"github-dark-default"}}
Rank one collection's objects by similarity to a query vector through the application's semanticSearch query, as your business identity. The ranking is exact over the collection's complete current output, after your read rules and labels admit every object, and its titles come from the same snapshot. Embed the query text with the model that produced the index's vectors; the CLI calls no model. --text fuses the collection's word search by reciprocal rank.

Usage:
  bijection ai doctor semantic <collection> [flags]

Examples:
  bijection query semantic Ticket --vector @query-vector.json --limit 5

Flags:
      --as string               Act as a person, such as alice, on a development, preview or local deployment. Production refuses development identities.
      --branch string           Use a branch under your current business identity.
      --deployment string       Inspect definitions in a specific deployment. Accepts:
                                • a deployment name (e.g. joyful-capybara-123)
                                • a deployment reference (e.g. dev/james, staging)
                                • dev (for your personal dev deployment)
                                • prod (for your project’s default production deployment).
                                You can also select deployments in other projects with project-slug:reference.
      --emulation string        Use this explicitly selected reduced-authority preview and its original target. Omit deployment, branch and identity selectors.
      --format string           Output format; JSON preserves exact values. (pretty, json, jsonl) (default "pretty")
  -h, --help                    help for semantic
      --help-all                Show all commands and options, including administrative controls.
      --help-json               Print command input and output schemas as JSON without executing it.
      --index string            The vector index, when the collection declares several.
      --limit int               Rank one to 50 objects. (default 10)
      --sign-in-client string   Select the installed application client for business sign-in
      --text string             Fuse the collection's word search with the vector ranking.
      --url string              Inspect definitions in a private deployment at this explicit origin.
      --vector string           The query vector as a JSON array of numbers; use @path to read it from a file.

Global Flags:
      --cursor string    Continue the original query and read basis; use @path to read a cursor saved in a file.
      --from string      Read a bounded relation over virtual tables from a JSON file.
      --max-bytes int    Complete result byte bound; exceeding it refuses the result. (default 4194304)
      --max-rows int     Complete result row bound; exceeding it refuses the result. (default 4096)
      --page-size int    Collection page size, from 1 to 50. (default 20)
      --query string     Arguments in the collection reader's admitted query language.
      --select string    Comma-separated collection fields.
      --timeout string   Stop observing remote work after this duration; retain its run for recovery. (default "30s")
      --watch            Follow a named query as JSON lines, each with its native read basis.
```

## bijection ai install

```text theme={"theme":{"light":"github-light-default","dark":"github-dark-default"}}
Install analyst, engineering, teamwork, management and help bindings

Usage:
  bijection ai install <manifest> [flags]

Flags:
      --dry-run     Preview exact path actions without writing source
  -h, --help        help for install
      --help-all    Show all commands and options, including administrative controls.
      --help-json   Print command input and output schemas as JSON without executing it.
```

## bijection ai reconfigure

```text theme={"theme":{"light":"github-light-default","dark":"github-dark-default"}}
Regenerate an installation from its changed manifest

Usage:
  bijection ai reconfigure <manifest> [flags]

Flags:
      --dry-run     Preview exact path actions without writing source
  -h, --help        help for reconfigure
      --help-all    Show all commands and options, including administrative controls.
      --help-json   Print command input and output schemas as JSON without executing it.
```

## bijection ai remove

```text theme={"theme":{"light":"github-light-default","dark":"github-dark-default"}}
Remove an installation's generated modules and configuration mount

Usage:
  bijection ai remove <prefix> [flags]

Flags:
      --dry-run     Preview exact path actions without writing source
  -h, --help        help for remove
      --help-all    Show all commands and options, including administrative controls.
      --help-json   Print command input and output schemas as JSON without executing it.
```


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