Cara mengintegrasikan CapSolver dengan Composio AI Otomasi Peramban

Jalankan skrip
  -> SDK Agens OpenAI menentukan alat yang dipanggil
  -> Alat kustom Composio: complete_recaptcha_v2
       -> Playwright membuka halaman
       -> capsolver.solve(...) mengembalikan gRecaptchaResponse
       -> Terapkan token ke g-recaptcha-response
       -> Playwright mengirim dan menunggu halaman
       -> Baca halaman dan tentukan diterima
  -> Alat mengembalikan {"accepted": ..., "message": ...}
  -> Agen melaporkan hasil dari accepted

pip install composio composio-openai-agents openai-agents capsolver pydantic playwright
playwright install chromium

# Kunci API.
COMPOSIO_API_KEY = "ak_..."
OPENAI_API_KEY = "sk-..."          # Kunci API OpenAI resmi Anda.
os.environ["OPENAI_API_KEY"] = OPENAI_API_KEY   # SDK OpenAI membaca kunci dari lingkungan.

# Konfigurasi CapSolver dan Composio.
capsolver.api_key = "CAP-..."
composio = Composio(
    api_key=COMPOSIO_API_KEY,
    provider=OpenAIAgentsProvider(),
)

import os
from typing import List, cast
import capsolver
from agents import Agent, Runner, SQLiteSession
from composio import Composio
from composio.core.models.custom_tool import CustomTool
from composio.core.models.tool_router import ToolRouterExperimentalConfig
from composio_openai_agents import OpenAIAgentsProvider
from playwright.sync_api import sync_playwright
from pydantic import BaseModel, Field

# Kunci API.
COMPOSIO_API_KEY = "ak_..."
OPENAI_API_KEY = "sk-..."          # Kunci API OpenAI resmi Anda.
os.environ["OPENAI_API_KEY"] = OPENAI_API_KEY

# Konfigurasi CapSolver dan Composio.
capsolver.api_key = "CAP-..."
composio = Composio(
    api_key=COMPOSIO_API_KEY,
    provider=OpenAIAgentsProvider(),
)


# Skema input untuk alat kustom; Composio memerlukan BaseModel Pydantic di sini.
class CompleteRecaptchaInput(BaseModel):
    target_url: str = Field(
        default="https://www.google.com/recaptcha/api2/demo",
        description="URL halaman yang berisi demo reCAPTCHA v2",
    )
    website_key: str = Field(
        default="6Le-wvkSAAAAAPBMRTvw0Q4Muexq9bi0DJwx_mJ-",
        description="Kunci website reCAPTCHA v2 dari halaman saat ini",
    )


# Daftarkan seluruh alur sebagai satu alat Composio yang dapat dipanggil agen.
# Anotasi tipe parameter pertama diperlukan oleh Composio untuk menerka skema.
@composio.experimental.tool(preload=True)
def complete_recaptcha_v2(input: CompleteRecaptchaInput, _ctx):
    """Buka halaman dengan Playwright, selesaikan reCAPTCHA v2, kirim, dan verifikasi."""
    with sync_playwright() as p:
        browser = p.chromium.launch(headless=False)  # Atur headless=True untuk menyembunyikan jendela.
        page = browser.new_page()
        try:
            page.goto(input.target_url)
            # Minta CapSolver untuk menyelesaikan tantangan reCAPTCHA v2.
            solution = capsolver.solve(
                {
                    "type": "ReCaptchaV2TaskProxyLess",
                    "websiteURL": input.target_url,
                    "websiteKey": input.website_key,
                }
            )
            token = solution.get("gRecaptchaResponse")
            page.evaluate(
                """
                (token) => {
                    const textarea = document.getElementById('g-recaptcha-response');
                    if (textarea) {
                        textarea.value = token;
                    }
                }
                """,
                token,
            )
            page.click("#recaptcha-demo-submit")
            page.wait_for_load_state("networkidle")
            result_page = page.content()
            # Keberhasilan hanya jika halaman benar-benar menunjukkan teks keberhasilan
            accepted = "Verification Success" in result_page
            return {
                "accepted": accepted,
                "message": (
                    "Verification Success"
                    if accepted
                    else "Halaman tidak melaporkan Verification Success"
                ),
            }
        finally:
            browser.close()
def main():
    experimental: ToolRouterExperimentalConfig = {
        "custom_tools": cast(List[CustomTool], [complete_recaptcha_v2]),
    }
    session = composio.sessions.create(
        user_id="playwright-recaptcha-demo-user",
        experimental=experimental,
        sandbox={"enable": False},  # Jalankan alat dalam proses ini, bukan sandbox.
    )
    agent = Agent(
        name="Asisten reCAPTCHA Playwright",
        instructions=(
            "Ketika pengguna meminta menjalankan demo, panggil complete_recaptcha_v2 "
            "dengan nilai defaultnya. Laporkan keberhasilan hanya ketika accepted bernilai true."
        ),
        model="gpt-5.2",
        tools=session.tools(),
    )
    # Memori untuk percakapan multi-turn
    memory = SQLiteSession("conversation")
    print("Demo Composio + reCAPTCHA v2 Playwright berjalan sekali...")
    user_input = (
        "Panggil complete_recaptcha_v2 sekarang dengan target_url dan website_key defaultnya. "
        "Jangan tanyakan konfirmasi."
    )
    result = Runner.run_sync(
        starting_agent=agent,
        input=user_input,
        session=memory,
    )
    print(f"Assistant: {result.final_output}\n")
if __name__ == "__main__":
    main()

image_src = page.locator("#demoCaptcha_CaptchaImage").get_attribute("src")
if not image_src or "," not in image_src:
    raise RuntimeError("Tidak ditemukan URL Data CAPTCHA yang valid")
base64_image = image_src.split(",", 1)[1]  # Hilangkan awalan "data:image/...;base64,"

class CompleteImageCaptchaInput(BaseModel):
    target_url: str = Field(
        default="https://captcha.com/demos/features/captcha-demo.aspx",
        description="URL halaman demo CAPTCHA gambar",
    )
    module: str = Field(
        default="common",
        description="Modul recognition ImageToTextTask CapSolver",
    )

@composio.experimental.tool(preload=True)
def complete_image_captcha(input: CompleteImageCaptchaInput, _ctx):
    """Buka halaman dengan Playwright, kenali CAPTCHA gambar, kirim, dan verifikasi."""
    with sync_playwright() as p:
        browser = p.chromium.launch(headless=False)
        page = browser.new_page()
        try:
            page.goto(input.target_url)
            page.wait_for_selector("#demoCaptcha_CaptchaImage", state="visible")

            # Src gambar sudah berupa URL data; hilangkan awalan untuk dapatkan Base64.
            image_src = page.locator("#demoCaptcha_CaptchaImage").get_attribute("src")
            if not image_src or "," not in image_src:
                raise RuntimeError("Tidak ditemukan URL Data CAPTCHA yang valid")
            base64_image = image_src.split(",", 1)[1]
            solution = capsolver.solve(
                {
                    "type": "ImageToTextTask",
                    "websiteURL": input.target_url,
                    "module": input.module,
                    "body": base64_image,
                }
            )
            captcha_text = solution.get("text")
            if not isinstance(captcha_text, str) or not captcha_text:
                raise RuntimeError("CapSolver tidak mengembalikan teks yang dikenali")
            page.fill("#captchaCode", captcha_text)      # Isi teks yang dikenali.
            page.click("#validateCaptchaButton")
            page.wait_for_load_state("networkidle")
            result_page = page.content()
            # Halaman demo menunjukkan "Correct!" pada keberhasilan, "Incorrect!" pada kegagalan.
            accepted = "Correct!" in result_page
            return {
                "accepted": accepted,
                "recognized_text": captcha_text,
                "message": "Correct!" if accepted else "Halaman tidak melaporkan Correct!",
            }
        finally:
            browser.close()

Playwright membuka halaman CAPTCHA
  -> Tunggu #demoCaptcha_CaptchaImage menjadi terlihat
  -> Baca src (URL data) dan hapus awalan untuk dapatkan Base64
  -> capsolver.solve(ImageToTextTask) mengembalikan teks
  -> page.fill menulis hasil ke #captchaCode
  -> page.click mengaktifkan #validateCaptchaButton
  -> page.content memeriksa Correct! atau Incorrect!
  -> finally menutup browser

solution = capsolver.solve({
    "type": "ImageToTextTask",
    "module": "number",
    "images": [base64_image],
})

answers = solution["answers"]

experimental.tool: parameter pertama dari "complete_recaptcha_v2" harus
dianotasi dengan subclass BaseModel Pydantic. Dapat: <class 'inspect._empty'>

403 APIKey_InsufficientPermissions
Rute ini memerlukan akses tulis "sessions"

Alat Composio = Tindakan halaman Playwright + Hasil CapSolver + Verifikasi state halaman