Convex Agents Tools - 为智能体添加数据库操作与API调用能力的开发工具

🇺🇸English

Purpose

Equips agents with the ability to take actions beyond text generation. Tools allow agents to call Convex functions, external APIs, and complex operations.

When to Use This Skill

• Agents need to query or modify database data
• Integrating with external APIs
• Creating human-in-the-loop workflows
• Agents autonomously deciding what actions to take
• Chaining tool calls for multi-step operations

Define Tools

Create Convex-aware tools:

import { createTool } from "@convex-dev/agent";
import { z } from "zod";

export const getUserDataTool = createTool({
  description: "Fetch user information by email",
  args: z.object({
    email: z.string().email().describe("The user's email address"),
  }),
  handler: async (ctx, { email }): Promise<string> => {
    const user = await ctx.runQuery(api.users.getUserByEmail, { email });
    return user ? JSON.stringify(user) : "User not found";
  },
});

Configure Agent with Tools

const agentWithTools = new Agent(components.agent, {
  name: "Database Agent",
  languageModel: openai.chat("gpt-4o-mini"),
  tools: {
    getUserData: getUserDataTool,
  },
  maxSteps: 5, // Allow tool calls
});

Enable Automatic Tool Calling

export const autonomousAgent = action({
  args: { threadId: v.string(), request: v.string() },
  handler: async (ctx, { threadId, request }) => {
    const { thread } = await agentWithTools.continueThread(ctx, { threadId });

    const result = await thread.generateText(
      { prompt: request },
      { maxSteps: 10 } // Allow up to 10 tool calls
    );

    return result.text;
  },
});

Key Principles

• Use Zod for validation : .describe() on fields helps LLMs understand parameters
• Explicit return types : Always annotate handler return types
• Automatic history : Tool calls and results saved automatically in thread
• Context binding : Create tools inside actions where you have access to userId, etc.

Next Steps

• See fundamentals for agent setup
• See workflows for orchestrating multi-step operations
• See context for tool-aware context management

Weekly Installs

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Repository

sstobo/convex-skills

GitHub Stars

23

First Seen

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