The ax ai-integrations commands are currently in ALPHA. The API may change without notice. A one-time warning is emitted on first use.
ax ai-integrations commands let you create and manage LLM provider integrations on the Arize platform. AI integrations store provider credentials and configuration used by evaluators and other Arize features.
ax ai-integrations list
List AI integrations, optionally filtered by space.
ax ai-integrations list [--name <filter>] [--space <name_or_id>] [--limit <n>] [--cursor <cursor>] [--output <fmt>] [--verbose]
| Option | Description |
|---|
--name, -n | Case-insensitive substring filter on integration name |
--space, -s | Filter integrations by space name or ID |
--limit, -l | Maximum number of results to return (default: 15) |
--cursor, -c | Pagination cursor for the next page |
--output, -o | Output format (table, json, csv, parquet) or file path |
--verbose, -v | Enable verbose logs |
ax ai-integrations list
ax ai-integrations list --space sp_abc123 --output integrations.json
ax ai-integrations create
Create a new AI integration.
ax ai-integrations create --name <name> --provider <provider> [options] [--output <fmt>] [--verbose]
| Option | Description |
|---|
--name, -n | Integration name (must be unique within the account) (required) |
--provider | LLM provider: openAI, azureOpenAI, awsBedrock, vertexAI, anthropic, custom, nvidiaNim, gemini (required) |
--api-key | API key for the provider (write-only, never returned) |
--base-url | Custom base URL for the provider |
--model-name | Supported model name (repeat for multiple, e.g. --model-name gpt-4o --model-name gpt-4o-mini) |
--enable-default-models | Enable the provider’s default model list (flag) |
--function-calling-enabled | Enable function/tool calling (flag) |
--auth-type | Authentication type: default, proxy_with_headers, bearer_token |
--headers | Custom headers as a JSON object or path to a JSON file |
--provider-metadata | Provider-specific metadata as a JSON object or path to a JSON file |
--output, -o | Output format (table, json, csv, parquet) or file path |
--verbose, -v | Enable verbose logs |
| Provider | Required --provider-metadata fields |
|---|
awsBedrock | {"role_arn": "..."} |
vertexAI | {"project_id": "...", "location": "...", "project_access_label": "..."} |
# OpenAI integration
ax ai-integrations create \
--name "OpenAI Production" \
--provider openAI \
--api-key sk-... \
--model-name gpt-4o \
--model-name gpt-4o-mini \
--enable-default-models
# AWS Bedrock integration
ax ai-integrations create \
--name "Bedrock Production" \
--provider awsBedrock \
--provider-metadata '{"role_arn": "arn:aws:iam::123456789:role/BedrockRole"}'
ax ai-integrations get
Get an AI integration by name or ID.
ax ai-integrations get <name-or-id> [--space <name_or_id>] [--output <fmt>] [--verbose]
| Option | Description |
|---|
--space, -s | Space name or ID (required when using integration name instead of ID) |
--output, -o | Output format (table, json, csv, parquet) or file path |
--verbose, -v | Enable verbose logs |
ax ai-integrations get ai_abc123
ax ai-integrations get "My OpenAI Integration" --space my-space
ax ai-integrations update
Update an AI integration by name or ID. Only the fields you provide are updated. At least one option must be specified.
ax ai-integrations update <name-or-id> [--space <id>] [options] [--output <fmt>] [--verbose]
| Option | Description |
|---|
--space, -s | Space name or ID (required when using an integration name instead of ID) |
--name, -n | Updated integration name |
--provider | Updated LLM provider: openAI, azureOpenAI, awsBedrock, vertexAI, anthropic, custom, nvidiaNim, gemini |
--api-key | New API key (write-only) |
--base-url | Updated custom base URL |
--model-name | Supported model names (repeat for multiple; replaces existing list) |
--enable-default-models / --no-enable-default-models | Enable or disable the provider’s default model list (omit to leave unchanged) |
--function-calling-enabled / --no-function-calling-enabled | Enable or disable function calling (omit to leave unchanged) |
--auth-type | Updated authentication type: default, proxy_with_headers, bearer_token |
--headers | Custom headers as JSON or file path. Pass 'null' to clear existing headers |
--provider-metadata | Provider-specific metadata as JSON or file path. Pass 'null' to clear |
--scopings | Visibility scoping rules as a JSON array or file path (replaces all existing scopings) |
--output, -o | Output format (table, json, csv, parquet) or file path |
--verbose, -v | Enable verbose logs |
ax ai-integrations update ai_abc123 --name "OpenAI Staging"
ax ai-integrations update "Production OpenAI" --space sp_abc123 --api-key sk-new-key
ax ai-integrations update ai_abc123 --model-name gpt-4o --model-name gpt-4.1
ax ai-integrations update ai_abc123 --scopings '[{"space_id": "sp_abc"}]'
ax ai-integrations delete
Delete an AI integration. This operation is irreversible.
ax ai-integrations delete <name-or-id> [--space <id>] [--force] [--verbose]
| Option | Description |
|---|
--space, -s | Space name or ID (required when using an integration name instead of ID) |
--force, -f | Skip the confirmation prompt |
--verbose, -v | Enable verbose logs |
ax ai-integrations delete ai_abc123
ax ai-integrations delete "Production OpenAI" --space sp_abc123 --force
