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@wrtnio/schema

v1.1.0

Published

JSON and LLM function calling schemas extended for Wrtn Studio Pro

Downloads

3,262

Readme

@wrtnio/schema

GitHub license npm version Downloads Build Status

Extension of @samchon/openapi adding plugin properties.

@wrtnio/schema is a collection of Swagger (OpenAPI) and OpenAI (LLM, Large Language Model) function calling schemas that is extended from @samchon/openapi library adding some plugin properties like x-wrtn-secret-key, especially for the Wrtn Studio Pro.

  • Wrtn Studio Pro Application: https://studio-pro.wrtn.ai
  • Wrtn Studio Pro Documents: https://wrtn.ai/studio-pro/

Here is the list of extended types from the @samchon/openapi, and you can use these @wrtnio/schema types just by combining with the @samchon/openapi provided functions like below. Note that, every types defined in the @wrtnio/schema are compatible with @samchon/openapi.

import { HttpLlm, OpenApi } from "@samchon/openapi";
import { IHttpOpenAiApplication, ISwagger } from "@wrtnio/schema";

const document: ISwagger = OpenApi.convert(YOUR_SWAGGER_DOCUMENT);
const application: IHttpOpenAiApplication = HttpLlm.application(document);

Kind | @wrtnio/schema | @samchon/openapi -------------------------------------------------------------------------------------------|------------------------------|--------------------------- HTTP LLM Application | IHttpOpenAiApplication | IHttpLlmApplication HTTP LLM Function Schema | IHttpOpenAiFunction | IHttpLlmFunction LLM Type Schema | IOpenAiSchema | ILlmSchema LLM Function Schema | IOpenAiFunction | ILlmFunction LLM Application | IOpenAiApplication | ILlmApplication OpenAPI Document | ISwagger | OpenApi.IDocument Server URL Address | ISwaggerServer | OpenApi.IServer API Operation | ISwaggerOperation | OpenApi.IOperation JSON Schema | ISwaggerSchema | OpenApi.IJsonSchema Security Scheme | ISwaggerSecuritySchema | OpenApi.ISecurityScheme Schema Components | ISwaggerComponents | OpenApi.IComponents

Plugin Properties

Plugin properties starting with x-wrtn- in type schemas.

Only the difference between @wrtnio/schema and @samchon/openapi is, @wrtnio/schema is filling JSON and LLM function calling type schemas with plugin properties which are starting from the x-wrtn- prefix key name.

At first, x-wrtn-placeholder and x-wrtn-prerequisite properties are defined in the every type schemas. The x-wrtn-placeholder means the placeholder text in the UI input component as literally, and x-wrtn-prerequisite directs the pre-requisite API operation endpoint to compose the target value with JMesPath expression.

  • every types in the ISwaggerSchema
  • every types in the IOpenAiSchema
// adjusted to every JSON and LLM type schemas
export interface ISwaggerSchemaPlugin {
  /**
   * Placeholder value for frontend application.
   *
   * Placeholder means the value to be shown in the input field as a hint.
   * For example, when an email input field exists, the placeholder value
   * would be "Insert your email address here".
   */
  "x-wrtn-placeholder"?: string;

  /**
   * Prerequisite API endpoint for the schema.
   *
   * `x-wrtn-prerequisite` is a property representing the prerequisite API
   * interaction. It means that, the endpoint API should be called before
   * calling the target API, for composing some argument value.
   *
   * @reference https://github.com/wrtnio/decorators/blob/main/src/Prerequisite.ts
   */
  "x-wrtn-prerequisite"?: ISwaggerSchemaPlugin.IPrerequisite;
}
export namespace ISwaggerSchemaPlugin {
  export interface IPrerequisite {
    /**
     * HTTP method to call the endpoint.
     */
    method: "get" | "post" | "patch" | "put" | "delete";

    /**
     * Path of the endpoint.
     */
    path: string;

    /**
     * Function returning transformed values using JMESPath expression.
     *
     * `Prerequisite.Props.jmesPath` is a string typed property that extracts desired values
     * from the prerequisite API response using a JMESPath expression. This property simplifies
     * and replaces the `label`, `value`, and `array` properties.
     *
     * JMESPath expressions are used to extract the desired data based on the API response.
     * The expression must always be a valid JMESPath syntax.
     *
     * - Type: `jmesPath: string`
     * - Example: `"members[*].data.title"`
     * - Usage: `jmespath.search(response, jmesPath)`
     *
     * Note: The `label`, `value`, and `array` properties are no longer in use.
     */
    jmesPath: string;
  }
}

Also, the string typed schema has two additional properties about secret identification.

  • ISwaggerSchema.IString
  • IOpenAiSchema.IString

The first property x-wrtn-secret-key means secret key of a specific service, and the second property x-wrtn-secret-scopes means a list of secret scopes that are required for the target API endpoint calling.

export namespace ISwaggerSchema {
  /**
   * String type info.
   */
  export interface IString
    extends OpenApi.IJsonSchema.IString,
      ISwaggerSchemaPlugin {
    /**
     * Secret key for the schema.
     *
     * `x-wrtn-secret-key` is a property means a secret key that is required
     * for the target API endpoint calling. If the secret key is not filled,
     * the API call would be failed.
     */
    "x-wrtn-secret-key"?: string;
 
    /**
     * Secret scopes for the schema.
     *
     * `x-wrtn-secret-scopes` is a property means a list of secret scopes that
     * are required for the target API endpoint calling. If the secret scopes
     * are not satisfied, the API call would be failed.
     */
    "x-wrtn-secret-scopes"?: string[];
  }
}