James Ritchie
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47 lines
1.3 KiB
Plaintext
47 lines
1.3 KiB
Plaintext
---
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title: "Call OpenAI with retrying"
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sidebarTitle: "OpenAI with retrying"
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description: "This example will show you how to call OpenAI with retrying using Trigger.dev."
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---
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## Overview
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Sometimes OpenAI calls can take a long time to complete, or they can fail. This task will retry if the API call fails completely or if the response is empty.
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## Task code
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```ts trigger/openai.ts
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import { task } from "@trigger.dev/sdk/v3";
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import OpenAI from "openai";
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const openai = new OpenAI({
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apiKey: process.env.OPENAI_API_KEY,
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});
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export const openaiTask = task({
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id: "openai-task",
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//specifying retry options overrides the defaults defined in your trigger.config file
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retry: {
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maxAttempts: 10,
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factor: 1.8,
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minTimeoutInMs: 500,
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maxTimeoutInMs: 30_000,
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randomize: false,
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},
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run: async (payload: { prompt: string }) => {
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//if this fails, it will throw an error and retry
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const chatCompletion = await openai.chat.completions.create({
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messages: [{ role: "user", content: payload.prompt }],
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model: "gpt-3.5-turbo",
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});
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if (chatCompletion.choices[0]?.message.content === undefined) {
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//sometimes OpenAI returns an empty response, let's retry by throwing an error
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throw new Error("OpenAI call failed");
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}
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return chatCompletion.choices[0].message.content;
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},
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});
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``` |