automuse/index.ts
Xe Iaso 929bdc13a8 extract plot information from the summary text
Signed-off-by: Xe Iaso <me@xeiaso.net>
2023-04-12 17:37:46 -04:00

90 lines
2.8 KiB
TypeScript

import * as dotenv from "dotenv";
import { Configuration, OpenAIApi } from "openai";
import PlotGenerator from "@xeserv/plottoriffic";
import { generateName } from "@kotofurumiya/th-namegen";
import * as fs from "node:fs/promises";
dotenv.config();
const dirName = `var/${generateName()}`;
await fs.mkdir(dirName, { recursive: true });
console.log(`dirName: ${dirName}`);
const pg = new PlotGenerator({ flipGenders: false });
const plot = pg.generate();
await fs.writeFile(`${dirName}/plotto.json`, JSON.stringify(plot));
const configuration = new Configuration({
apiKey: process.env.OPENAI_API_KEY,
});
const openai = new OpenAIApi(configuration);
const promptBase = `Write me the following about the following plot summary for a novel:
- A two to five word title for the novel starting with "Title: " and followed by two newlines. For example: "Fresh Beginnings" or "Jared's Adventure through Crime".
- A detailed plot summary for the story starting with "Plot Summary: " and followed by two newlines. The plot summary should be on the same line as the prefix.
- The string "Chapter Summaries" followed by two newlines.
- A markdown list of detailed chapter summaries in at least 3 sentences and titles for each of the 10 chapters that a novel based on the plot summary would have. Surround each chapter title in quotes and put a dash after the name like this:
- Chapter name - Chapter summary goes here. More words in the summary go here.
- Second chapter name - Second chapter summary goes here.`;
const summary = await openai.createChatCompletion({
model: "gpt-3.5-turbo",
messages: [
{
role: "user",
content: promptBase + "\n\n" + plot.plot,
},
],
});
if (!!summary.data.usage) {
const usage = summary.data.usage;
console.log(
`${usage.total_tokens} tokens (${usage.prompt_tokens} prompt, ${usage?.completion_tokens} completion)`
);
}
const summaryText = summary.data.choices[0].message?.content;
console.log(summaryText);
await fs.writeFile(`${dirName}/summary.txt`, summaryText as string);
const titleRegex = /^Title: (.+)$/gm;
const plotSummaryRegex = /^Plot Summary: (.+)$/gm;
const chapterSummaryRegex = /^- (.+) - (.+)$/gm;
let title = summaryText?.split("\n", 2)[0].split(titleRegex)[1] as string;
if (title[0] === '"') {
title = title.slice(1, -1);
}
const chapterList = summaryText
?.split("\n\n")
.slice(-1)[0]
.split("\n")
.map((line) => {
return line.split(chapterSummaryRegex);
})
.map((ch) => {
ch.shift();
ch.pop();
return { title: ch[0].slice(1, -1), summary: ch[1] };
});
const plotSummary = summaryText?.split("\n\n", 3)[1].split(plotSummaryRegex)[1];
plot.cast.forEach(async (ch) => {});
const bookInfo = {
title,
chapterList,
plotSummary,
};
console.log(bookInfo);
await fs.writeFile(`${dirName}/summary.json`, JSON.stringify(bookInfo));