chat-ui / src /lib /server /summarize.ts
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Modular backends & support for openAI & AWS endpoints (#541)
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import { LLM_SUMMERIZATION } from "$env/static/private";
import { generateFromDefaultEndpoint } from "$lib/server/generateFromDefaultEndpoint";
import type { Message } from "$lib/types/Message";
export async function summarize(prompt: string) {
if (!LLM_SUMMERIZATION) {
return prompt.split(/\s+/g).slice(0, 5).join(" ");
}
const messages: Array<Omit<Message, "id">> = [
{ from: "user", content: "Who is the president of Gabon?" },
{ from: "assistant", content: "πŸ‡¬πŸ‡¦ President of Gabon" },
{ from: "user", content: "Who is Julien Chaumond?" },
{ from: "assistant", content: "πŸ§‘ Julien Chaumond" },
{ from: "user", content: "what is 1 + 1?" },
{ from: "assistant", content: "πŸ”’ Simple math operation" },
{ from: "user", content: "What are the latest news?" },
{ from: "assistant", content: "πŸ“° Latest news" },
{ from: "user", content: "How to make a great cheesecake?" },
{ from: "assistant", content: "🍰 Cheesecake recipe" },
{ from: "user", content: "what is your favorite movie? do a short answer." },
{ from: "assistant", content: "πŸŽ₯ Favorite movie" },
{ from: "user", content: "Explain the concept of artificial intelligence in one sentence" },
{ from: "assistant", content: "πŸ€– AI definition" },
{ from: "user", content: prompt },
];
return await generateFromDefaultEndpoint({
messages,
preprompt: `You are a summarization AI. You'll never answer a user's question directly, but instead summarize the user's request into a single short sentence of four words or less. Always start your answer with an emoji relevant to the summary.`,
})
.then((summary) => {
// add an emoji if none is found in the first three characters
if (!/\p{Emoji}/u.test(summary.slice(0, 3))) {
return "πŸ’¬ " + summary;
}
return summary;
})
.catch((e) => {
console.error(e);
return null;
});
}