import type { BackendModel } from "./server/models"; import type { Message } from "./types/Message"; import { collections } from "$lib/server/database"; import { ObjectId } from "mongodb"; /** * Convert [{user: "assistant", content: "hi"}, {user: "user", content: "hello"}] to: * * <|assistant|>hi<|endoftext|><|prompter|>hello<|endoftext|><|assistant|> */ export async function buildPrompt( messages: Pick[], model: BackendModel, webSearchId?: string ): Promise { const prompt = messages .map( (m) => (m.from === "user" ? model.userMessageToken + m.content : model.assistantMessageToken + m.content) + (model.messageEndToken ? m.content.endsWith(model.messageEndToken) ? "" : model.messageEndToken : "") ) .join("") + model.assistantMessageToken; let webPrompt = ""; if (webSearchId) { const webSearch = await collections.webSearches.findOne({ _id: new ObjectId(webSearchId), }); if (!webSearch) throw new Error("Web search not found"); if (webSearch.summary) { webPrompt = model.assistantMessageToken + `The following context was found while searching the internet: ${webSearch.summary}` + model.messageEndToken; } } const finalPrompt = model.preprompt + webPrompt + prompt .split(" ") .slice(-(model.parameters?.truncate ?? 0)) .join(" "); // Not super precise, but it's truncated in the model's backend anyway return finalPrompt; }