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47import { agent, llmOpenAI } from "../dist/volcano-sdk.js";
const llm = llmOpenAI({
apiKey: process.env.OPENAI_API_KEY!,
model: "gpt-4o-mini"
});
// Define specialized agents
const researcher = agent({
llm,
name: "researcher",
description: "Expert at finding facts, data, and research. Use for information gathering."
}).then({ prompt: "Research the topic." }).then({ prompt: "Summarize the research." });
const writer = agent({
llm,
name: "writer",
description: "Creative writer who crafts engaging narratives. Use for content creation."
}).then({ prompt: "Write content." });
const editor = agent({
llm,
name: "editor",
description: "Polishes content for clarity and grammar. Use for final review."
}).then({ prompt: "Review and polish." });
// Coordinator autonomously delegates to specialists
const results = await agent({
llm,
timeout: 300 // 5 minutes timeout for multi-agent coordination
})
.then({
prompt: "Create a blog post about the James Webb Space Telescope's latest discoveries",
agents: [researcher, writer, editor]
})
.run();
// Use conversational results to get clean output
const blogPost = await results.ask(llm, "Show me the final blog post");
const agentsUsed = await results.ask(llm, "Which agents were used and what did each one do?");
console.log("\n" + blogPost);
console.log("\n" + agentsUsed);
process.exit(0);