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GraphQL API
Use the Arize GraphQL API to create integrations, retrieve data, and automate your workflows.
The Arize GraphQL API offers precise and flexible queries for an in-depth integration with your existing tooling and infrastructure. For a brief overview of GraphQL itself, please consult our introduction.
The Arize GraphQL API is available to enterprise-grade customers. To upgrade your account contact [email protected]

What is GraphQL?

GraphQL is a query language for API's that provides a programmatic way of accessing (query) and modifying (mutation) entities within the Arize platform such as models and monitors. The Public API grants your development team the ability to easily build, edit, and integrate with Arize.
We would love to hear from you! Please reach out to [email protected] and join our community slack. Let's build great things together.

Why Use The Arize GraphQL API?

The Arize GraphQL API enables Arize customers to have increased flexibility and customizability with their existing tooling and infrastructure. Use the API to:
  • Create custom features for large and complex models
  • Bulk edit monitors
  • Create complex conditional cases
  • Integrate with internal libraries and services

GraphQL Benefits for the Arize API

We picked GraphQL as our query language for our API for a few reasons:
  1. 1.
    GraphQL operates with well-defined schemas and types which allow users to automatically document the API and validate queries and mutations without relying on the server.
  2. 2.
    GraphQL enables users to specify their returned data in a single query. Users get to precisely define the data they want — which means querying less to get what you need. This saves time, reduces computational load, and lessens network expenses.
  3. 3.
    GraphQL is Language agnostic. This means you can implement our GraphQL API in your preferred language for a more intuitive understanding.

About GraphQL

The GraphQL data query language is:
  • A specification. The spec determines the validity of the schema on the API server. The schema determines the validity of client calls.
  • Strongly Typed. The schema defines an API's type system and all object relationships.
  • Introspective. A client can query the schema for details about the schema.
  • Hierarchical. The shape of a GraphQL call mirrors the shape of the JSON data it returns. Nested fields let you query for and receive only the data you specify in a single round trip.
  • An application layer. GraphQL is not a storage model or a database query language. The graph refers to graph structures defined in the schema, where nodes define objects and edges define relationships between objects. The API traverses and returns application data based on the schema definitions, independent of how the data is stored.