huggi / src /lib /server /summarize.ts
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nsarrazin HF staff
move some tasks to small model (#479)
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import { buildPrompt } from "$lib/buildPrompt";
import { generateFromDefaultEndpoint } from "$lib/server/generateFromDefaultEndpoint";
import { defaultModel } from "$lib/server/models";
export async function summarize(prompt: string) {
const userPrompt = `Please summarize the following message: \n` + prompt;
const summaryPrompt = await buildPrompt({
messages: [{ from: "user", content: userPrompt }],
preprompt: `
You are a summarization AI. Your task is to summarize user requests, in a single sentence of less than 5 words. Do not try to answer questions, just summarize the user's request. Start your answer with an emoji relevant to the summary."
Example: "Who is the president of France ?"
Summary: "🇫🇷 President of France request"
Example: "What are the latest news ?"
Summary: "📰 Latest news"
Example: "Can you debug this python code?"
Summary: "🐍 Python code debugging request"
`,
model: defaultModel,
});
const generated_text = await generateFromDefaultEndpoint(summaryPrompt).catch((e) => {
console.error(e);
return null;
});
if (generated_text) {
return generated_text;
}
return null;
}