/**
* Copyright 2024 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
import { devLocalVectorstore } from '@genkit-ai/dev-local-vectorstore';
import { textEmbedding004, vertexAI } from '@genkit-ai/vertexai';
import { genkit, z } from 'genkit';
import { indexMenu } from './indexer';
export const ai = genkit({
plugins: [
vertexAI(),
devLocalVectorstore([
{
indexName: 'menuQA',
embedder: textEmbedding004,
},
]),
],
});
const menus = ['./docs/GenkitGrubPub.pdf'];
// genkit flow:run setup
// genkit flow:run setup '[\"your_awesome_pdf.pdf\", \"your_other_awesome_pdf.pdf\""]'
export const setup = ai.defineFlow(
{
name: 'setup',
inputSchema: z.array(z.string()).optional(),
},
async (documentArr?: string[]) => {
if (!documentArr) {
documentArr = menus;
} else {
documentArr.concat(menus);
}
await Promise.all(
documentArr.map(async (document) => {
console.log(`Indexed ${document}`);
return indexMenu(document);
})
);
}
);
export * from './indexer.js';
export * from './menuQA.js';