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@arizeai/phoenix-mcp

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by Arize-ai
apply_prompt.ts2.11 kB
/* eslint-disable no-console */ import { createClient } from "../src"; import { getPrompt, toSDK } from "../src/prompts"; import OpenAI from "openai"; import { PromptSelector } from "../src/types/prompts"; const PROMPT_NAME = process.env.PROMPT_NAME!; const PROMPT_TAG = process.env.PROMPT_TAG!; const PROMPT_VERSION_ID = process.env.PROMPT_VERSION_ID!; const OPENAI_API_KEY = process.env.OPENAI_API_KEY!; // get first argument from command line const question = process.argv[2]; if (!question) { throw new Error( "Usage: pnpx tsx examples/apply_prompt.ts 'What is the capital of France?'\nAssumes that the prompt has a variable named 'question'\nAssumes that the prompt is openai with an openai model" ); } if (!OPENAI_API_KEY) { throw new Error("OPENAI_API_KEY must be provided in the environment"); } const client = createClient({ options: { baseUrl: "http://localhost:6006", }, }); const openai = new OpenAI({ apiKey: OPENAI_API_KEY, }); const main = async () => { const promptArgument: PromptSelector | null = PROMPT_VERSION_ID ? { versionId: PROMPT_VERSION_ID } : PROMPT_TAG && PROMPT_NAME ? { name: PROMPT_NAME, tag: PROMPT_TAG } : PROMPT_NAME ? { name: PROMPT_NAME } : null; if (!promptArgument) { throw new Error( `Either PROMPT_VERSION_ID, PROMPT_TAG and PROMPT_NAME, or PROMPT_NAME must be provided in the environment` ); } console.log(`Getting prompt ${JSON.stringify(promptArgument)}`); const prompt = await getPrompt({ client, prompt: promptArgument, }); if (!prompt) { throw new Error("Prompt not found"); } const openAIParams = toSDK({ prompt, sdk: "openai", variables: { question, }, }); if (!openAIParams) { throw new Error("Prompt could not be converted to OpenAI params"); } const response = await openai.chat.completions.create({ ...openAIParams, model: "gpt-4o", stream: false, }); console.dir( response.choices[0]?.message.content ?? response.choices[0]?.message.tool_calls, { depth: null } ); }; main();

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