7f26b83c19
Update code examples to not use the deprecated Google toolkit (use Gmail instead) and Web toolkit (use Firecrawl instead)
72 lines
2.1 KiB
TypeScript
72 lines
2.1 KiB
TypeScript
import { Arcade } from "@arcadeai/arcadejs";
|
|
import { executeOrAuthorizeZodTool, toZod } from "@arcadeai/arcadejs/lib";
|
|
import { tool } from "@langchain/core/tools";
|
|
import { MemorySaver } from "@langchain/langgraph";
|
|
import { createReactAgent } from "@langchain/langgraph/prebuilt";
|
|
import { ChatOpenAI } from "@langchain/openai";
|
|
|
|
// 1) Initialize Arcade
|
|
const arcade = new Arcade();
|
|
|
|
// 2) Fetch Gmail toolkit from Arcade and prepare tools for LangGraph integration
|
|
const gmailToolkit = await arcade.tools.list({ toolkit: "gmail", limit: 30 });
|
|
const arcadeTools = toZod({
|
|
tools: gmailToolkit.items,
|
|
client: arcade,
|
|
userId: "<YOUR_SYSTEM_USER_ID>", // Replace this with your application's user ID (e.g. email address, UUID, etc.)
|
|
executeFactory: executeOrAuthorizeZodTool,
|
|
});
|
|
// Convert Arcade tools to LangGraph tools
|
|
const tools = arcadeTools.map(({ name, description, execute, parameters }) =>
|
|
tool(execute, {
|
|
name,
|
|
description,
|
|
schema: parameters,
|
|
}),
|
|
);
|
|
|
|
// 3) Create a ChatOpenAI model and bind the Arcade tools.
|
|
const model = new ChatOpenAI({
|
|
model: "gpt-4o",
|
|
apiKey: process.env.OPENAI_API_KEY,
|
|
});
|
|
const boundModel = model.bindTools(tools);
|
|
|
|
// 4) Use MemorySaver for checkpointing.
|
|
const memory = new MemorySaver();
|
|
|
|
// 5) Create a ReAct-style agent from the prebuilt function.
|
|
const graph = createReactAgent({
|
|
llm: boundModel,
|
|
tools,
|
|
checkpointer: memory,
|
|
});
|
|
|
|
// 6) Provide basic config and a user query.
|
|
// Note: user_id is required for the tool to be authorized
|
|
const config = {
|
|
configurable: {
|
|
thread_id: "1",
|
|
user_id: "user@example.com",
|
|
},
|
|
streamMode: "values" as const,
|
|
};
|
|
const user_input = {
|
|
messages: [
|
|
{
|
|
role: "user",
|
|
content: "List any new and important emails in my inbox.",
|
|
},
|
|
],
|
|
};
|
|
|
|
// 7) Stream the agent's output. If the tool is unauthorized, the agent will ask the user to authorize the tool.
|
|
try {
|
|
const stream = await graph.stream(user_input, config);
|
|
for await (const chunk of stream) {
|
|
console.log(chunk.messages[chunk.messages.length - 1]);
|
|
}
|
|
} catch (error) {
|
|
console.error("Error streaming response:", error);
|
|
}
|
|
// Once you login using the printed link, you can resume the agent.
|