@ckeditor/ckeditor5-ai
Version:
AI features for CKEditor 5.
193 lines (192 loc) • 7.43 kB
TypeScript
/**
* @license Copyright (c) 2003-2025, CKSource Holding sp. z o.o. All rights reserved.
* For licensing, see LICENSE.md or https://ckeditor.com/legal/ckeditor-licensing-options
*/
/**
* @module ai/aiassistant/adapters/awstextadapter
* @publicApi
*/
import { type Editor } from 'ckeditor5/src/core.js';
import { AITextAdapter, type AITextAdapterRequestData, type AIRequestHeaders, type AIRequestParameters } from './aitextadapter.js';
import { type BedrockRuntimeClientConfig } from '@aws-sdk/client-bedrock-runtime';
/**
* Adapter for AI text-related requests that supports the Amazon Bedrock service.
*
* See also {@link module:ai/aiassistant/adapters/aitextadapter~AITextAdapter}.
*/
export declare class AWSTextAdapter extends AITextAdapter {
/**
* @inheritDoc
*/
static get pluginName(): "AWSTextAdapter";
/**
* @inheritDoc
*/
constructor(editor: Editor);
/**
* Performs the request to the Amazon Bedrock service or to the endpoint provided in the editor configuration.
*
* If you want to extend this adapter, you can overload this method to do some additional processing or make an external call.
*/
sendRequest({ query, context, onData, actionId }: AITextAdapterRequestData): Promise<void>;
/**
* Prepares the actual full prompt for the request to the Amazon Bedrock API.
*
* The prompt may differ depending on what model is used.
*
* You can overload this method to customize the prompts that are sent to the AI service.
*
* @param query The user's query. The instruction which the model should perform.
* @param context The context for the instruction. Usually this will be a part of the editor content. Can be empty.
* @param model Model that is used to perform the request.
* @param actionId ID of the performed action.
* See {@link module:ai/aiassistant/adapters/aitextadapter~AITextAdapterRequestData#actionId}.
*/
preparePrompt(query: string, context: string, model: string, actionId: string): Promise<string>;
/**
* For a given model, it returns the family to which this model belongs.
*
* For example, for `anthropic.claude-instant-v1` it will return `anthropic.claude`.
*
* Throws {@link module:ai/aiassistant/adapters/aiadapter~AIRequestError `AIRequestError`} if a given model is not supported.
*/
getModelFamily(model: string): AIAWSModelFamily;
}
/**
* The configuration for the Amazon Bedrock adapter.
*
* The properties defined in this configuration are set in the `config.ai.assistant.adapter.aws` namespace.
*
* ```ts
* ClassicEditor
* .create( editorElement, {
* ai: {
* assistant: {
* adapter: {
* aws: {
* apiUrl: 'https://url.to.your.application/ai'
* }
* }
* }
* }
* } )
* .then( ... )
* .catch( ... );
* ```
*
* See {@link module:ai/aiconfig~AIConfig the full AI configuration}.
*
* See {@link module:core/editor/editorconfig~EditorConfig all editor options}.
*/
export interface AIAWSTextAdapterConfig {
/**
* The URL to which the AI service request will be sent.
*
* Set this value only if you want to connect to Amazon Bedrock using a proxy endpoint.
*
* If `apiUrl` is not provided, the AWS-SDK library will be used to process the request. It will set a proper URL on its own.
*/
apiUrl?: string;
/**
* An object with headers to set in the request to the AI service.
*
* **These headers are only used when connecting to AWS through the proxy endpoint (that is, when `apiUrl` is set).**
*
* Otherwise, the AWS-SDK library is used, and it sets the request headers on its own. In this mode, the request headers cannot be
* customized.
*
* If the provided value is an object, it is simply used as provided.
*
* ```js
* {
* ai: {
* assistant: {
* adapter: {
* aws: {
* requestHeaders: {
* 'Authorization': 'Bearer YOUR_API_KEY'
* }
* }
* // ...
* }
* }
* }
* }
* ```
*
* If the provided value is a function, it should be a function that returns a promise which resolves with the headers object.
* This way, you can perform an authorization request to your application and receive the authorization token (and also implement
* any custom logic on the backend side). The headers object is then used to make the actual call to the AI service.
*
* ```js
* {
* ai: {
* assistant: {
* adapter: {
* aws: {
* requestHeaders: async () => {
* const jwt = await fetch( 'https://example.com/jwt-endpoint' );
*
* return {
* 'Authorization': 'Bearer ' + jwt
* }
* }
* }
* // ...
* }
* }
* }
* }
* ```
*
* The function is passed the {@link module:ai/aiassistant/adapters/aitextadapter~AITextAdapterRequestData#actionId `actionId`}
* parameter to make it possible to further customize the headers.
*
* If the function fails for any reason, the promise should be rejected. In this case, a feature that made the request should display
* an error notification.
*/
requestHeaders?: AIRequestHeaders;
/**
* Additional configuration parameters for the AI service request. Use it to customize how the AI service generates responses.
* Note that the value you will set here will fully overwrite the default value.
*
* The exact configuration (available parameters) depends on the used model. Keep in mind that some properties are not supported by some
* models.
*
* See [AWS model parameters reference](https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters.html) to learn more.
*
* If the provided value is an object, it is passed to the request as provided.
*
* If the provided value is a function, it should be a function that returns a promise which resolves with the request parameters
* object. This gives you more flexibility to provide parameters for the AI model.
*
* The function is passed the {@link module:ai/aiassistant/adapters/aitextadapter~AITextAdapterRequestData#actionId `actionId`}
* parameter to make it possible to further customize the parameters.
*
* If the function fails for any reason, the promise should be rejected. In this case, the feature that made the request should display
* an error notification.
*
* Defaults to:
*
* ```json
* {
* model: 'anthropic.claude-v2',
* max_tokens_to_sample: 500,
* temperature: 1,
* top_k: 250,
* top_p: 1,
* anthropic_version: 'bedrock-2023-05-31',
* stream: true
* }
* ```
*/
requestParameters?: AIRequestParameters;
/**
* The configuration for AWS-SDK Bedrock Runtime Client.
*
* If `apiUrl` is not provided, this configuration will be used to initialize the Bedrock Runtime Client which will be used to process
* the requests. The adapter will make requests directly to the Amazon Bedrock service.
*/
bedrockClientConfig?: BedrockRuntimeClientConfig;
}
export type AIAWSModelFamily = 'anthropic.claude' | 'ai21.j2' | 'cohere.command' | 'meta.llama';