/**
* 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 { gemini15Flash } from '@genkit-ai/vertexai';
import { z } from 'genkit';
import { Allow, parse } from 'partial-json';
import { ai } from './genkit.js';
const GameCharactersSchema = z.object({
characters: z
.array(
z
.object({
name: z.string().describe('Name of a character'),
abilities: z
.array(z.string())
.describe('Various abilities (strength, magic, archery, etc.)'),
})
.describe('Game character')
)
.describe('Characters'),
});
export const streamCharacters = ai.defineFlow(
{
name: 'streamCharacters',
inputSchema: z.number(),
outputSchema: z.string(),
streamSchema: GameCharactersSchema,
},
async (count, { sendChunk }) => {
const { response, stream } = await ai.generateStream({
model: gemini15Flash,
output: {
format: 'json',
schema: GameCharactersSchema,
},
config: {
temperature: 1,
},
prompt: `Respond as JSON only. Generate ${count} different RPG game characters.`,
});
let buffer = '';
for await (const chunk of stream) {
buffer += chunk.content[0].text!;
if (buffer.length > 10) {
sendChunk(parse(maybeStripMarkdown(buffer), Allow.ALL));
}
}
return (await response).text;
}
);
const markdownRegex = /^\s*(```json)?((.|\n)*?)(```)?\s*$/i;
function maybeStripMarkdown(withMarkdown: string) {
const mdMatch = markdownRegex.exec(withMarkdown);
if (!mdMatch) {
return withMarkdown;
}
return mdMatch[2];
}