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get_prompt.ts
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/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
import { PublicMethodsOf } from '@kbn/utility-types';
import { ActionsClient } from '@kbn/actions-plugin/server';
import type { Connector } from '@kbn/actions-plugin/server/application/connector/types';
import { elasticModelDictionary } from '@kbn/inference-common';
import { PromptArray, Prompt, GetPromptArgs, GetPromptsByGroupIdArgs } from './types';
import { getProviderFromActionTypeId } from './utils';
import { promptSavedObjectType } from './saved_object_mappings';
/**
* Get prompts by feature (promptGroupId)
* provide either model + provider or connector to avoid additional calls to get connector
* @param actionsClient - actions client
* @param connector - connector, provide if available. No need to provide model and provider in this case
* @param connectorId - connector id
* @param localPrompts - local prompts object
* @param model - model. No need to provide if connector provided
* @param promptGroupId - feature id, should be common across promptIds
* @param promptIds - prompt ids with shared promptGroupId
* @param provider - provider. No need to provide if connector provided
* @param savedObjectsClient - saved objects client
*/
export const getPromptsByGroupId = async ({
actionsClient,
connector,
connectorId,
localPrompts,
model: providedModel,
promptGroupId,
promptIds,
provider: providedProvider,
savedObjectsClient,
}: GetPromptsByGroupIdArgs): Promise<PromptArray> => {
const { provider, model } = await resolveProviderAndModel({
providedProvider,
providedModel,
connectorId,
actionsClient,
providedConnector: connector,
});
const prompts = await savedObjectsClient.find<Prompt>({
type: promptSavedObjectType,
searchFields: ['promptGroupId'],
search: promptGroupId,
});
const promptsOnly = prompts?.saved_objects.map((p) => p.attributes) ?? [];
return promptIds.map((promptId) => {
const prompt = findPromptEntry({
prompts: promptsOnly.filter((p) => p.promptId === promptId) ?? [],
promptId,
promptGroupId,
provider,
model,
localPrompts,
});
if (!prompt) {
throw new Error(
`Prompt not found for promptId: ${promptId} and promptGroupId: ${promptGroupId}`
);
}
return {
promptId,
prompt,
};
});
};
/**
* Get prompt by promptId
* provide either model + provider or connector to avoid additional calls to get connector
* @param actionsClient - actions client
* @param connector - connector, provide if available. No need to provide model and provider in this case
* @param connectorId - connector id
* @param localPrompts - local prompts object
* @param model - model. No need to provide if connector provided
* @param promptId - prompt id
* @param promptGroupId - feature id, should be common across promptIds
* @param provider - provider. No need to provide if connector provided
* @param savedObjectsClient - saved objects client
*/
export const getPrompt = async ({
actionsClient,
connector,
connectorId,
localPrompts,
model: providedModel,
promptGroupId,
promptId,
provider: providedProvider,
savedObjectsClient,
}: GetPromptArgs): Promise<string> => {
const { provider, model } = await resolveProviderAndModel({
providedProvider,
providedModel,
connectorId,
actionsClient,
providedConnector: connector,
});
const prompts = await savedObjectsClient.find<Prompt>({
type: promptSavedObjectType,
filter: `${promptSavedObjectType}.attributes.promptId: "${promptId}" AND ${promptSavedObjectType}.attributes.promptGroupId: "${promptGroupId}"`,
fields: ['provider', 'model', 'prompt'],
});
const prompt = findPromptEntry({
prompts: prompts?.saved_objects.map((p) => p.attributes) ?? [],
promptId,
promptGroupId,
provider,
model,
localPrompts,
});
if (!prompt) {
throw new Error(
`Prompt not found for promptId: ${promptId} and promptGroupId: ${promptGroupId}`
);
}
return prompt;
};
export const resolveProviderAndModel = async ({
providedProvider,
providedModel,
connectorId,
actionsClient,
providedConnector,
}: {
providedProvider?: string;
providedModel?: string;
connectorId: string;
actionsClient: PublicMethodsOf<ActionsClient>;
providedConnector?: Connector;
}): Promise<{ provider?: string; model?: string }> => {
let model = providedModel;
let provider = providedProvider;
if (!provider || !model || provider === 'inference') {
const connector = providedConnector ?? (await actionsClient.get({ id: connectorId }));
if (provider === 'inference' && connector.config) {
provider = connector.config.provider || provider;
model = connector.config.providerConfig?.model_id || model;
if (provider === 'elastic' && model) {
provider = elasticModelDictionary[model]?.provider || 'inference';
model = elasticModelDictionary[model]?.model;
}
} else if (connector.config) {
provider = provider || getProviderFromActionTypeId(connector.actionTypeId);
model = model || connector.config.defaultModel;
}
}
return { provider: provider === 'inference' ? 'bedrock' : provider, model };
};
const findPrompt = ({
prompts,
conditions,
}: {
prompts: Array<{ provider?: string; model?: string; prompt: { default: string } }>;
conditions: Array<(prompt: { provider?: string; model?: string }) => boolean>;
}): string | undefined => {
for (const condition of conditions) {
const match = prompts.find(condition);
if (match) return match.prompt.default;
}
return undefined;
};
const findPromptEntry = ({
prompts,
promptId,
promptGroupId,
provider,
model,
localPrompts,
}: {
localPrompts: Prompt[];
prompts: Prompt[];
promptId: string;
promptGroupId: string;
provider?: string;
model?: string;
}): string | undefined => {
const conditions = [
(prompt: { provider?: string; model?: string }) =>
prompt.provider === provider && prompt.model === model,
(prompt: { provider?: string; model?: string }) =>
prompt.provider === provider && !prompt.model,
(prompt: { provider?: string; model?: string }) => !prompt.provider && !prompt.model,
];
return (
findPrompt({ prompts, conditions }) ??
findPrompt({
prompts: localPrompts.filter(
(p) => p.promptId === promptId && p.promptGroupId === promptGroupId
),
conditions,
})
);
};