Create app.py
Browse files
app.py
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import gradio as gr
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import time
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from selenium import webdriver
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from selenium.webdriver.common.by import By
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from selenium.webdriver.common.keys import Keys
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from selenium.webdriver.chrome.service import Service as ChromeService
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from webdriver_manager.chrome import ChromeDriverManager
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from selenium.webdriver.support.ui import WebDriverWait
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from selenium.webdriver.support import expected_conditions as EC
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def chat_with_sai_automation(prompt_text: str) -> str:
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"""
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使用 Selenium 自动化浏览器,与 SAI-ChatBot 进行交互。
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此函数专门为在 Hugging Face Spaces 的环境中运行而优化。
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"""
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# --- 1. 设置和初始化浏览器 (Hugging Face 环境) ---
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options = webdriver.ChromeOptions()
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options.add_argument("--headless") # 在服务器上,必须使用无头模式
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options.add_argument("--no-sandbox")
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options.add_argument("--disable-dev-shm-usage")
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options.add_argument("--disable-gpu")
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# 自动安装和管理 ChromeDriver
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try:
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service = ChromeService(ChromeDriverManager().install())
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driver = webdriver.Chrome(service=service, options=options)
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except Exception as e:
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return f"初始化浏览器失败: {e}\n请检查 packages.txt 和 requirements.txt 是否配置正确。"
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full_response = ""
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try:
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# --- 2. 访问网页并等待输入框加载 ---
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driver.get("https://sai.coludai.cn/")
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wait = WebDriverWait(driver, 20)
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textarea_selector = 'textarea[placeholder="随时与未来对话,探索无限可能...."]'
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textarea = wait.until(EC.presence_of_element_located((By.CSS_SELECTOR, textarea_selector)))
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# --- 3. 输入问题并发送 ---
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textarea.send_keys(prompt_text)
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textarea.send_keys(Keys.RETURN)
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# --- 4. 等待并捕获 AI 回复 ---
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initial_assistant_count = len(driver.find_elements(By.CSS_SELECTOR, ".message-item[type='assistant']"))
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last_assistant_selector = "(.//div[@class='message-item' and @type='assistant'])[last()]"
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wait.until(EC.numberOfElementsToBeMoreThan(
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(By.CSS_SELECTOR, ".message-item[type='assistant']"),
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initial_assistant_count
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))
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last_response_element = driver.find_element(By.XPATH, last_assistant_selector)
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previous_text = ""
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# 设置一个最长等待时间,防止无限循环
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max_wait_time = 60 # 秒
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start_time = time.time()
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while time.time() - start_time < max_wait_time:
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try:
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markdown_body = last_response_element.find_element(By.CSS_SELECTOR, '.markdown-body')
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current_text = markdown_body.text
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if current_text == previous_text and current_text != "":
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full_response = current_text
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break
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else:
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previous_text = current_text
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time.sleep(1.5)
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except Exception:
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time.sleep(0.5)
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if not full_response:
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full_response = previous_text if previous_text else "超时或未能捕获到完整回复。"
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except Exception as e:
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full_response = f"自动化过程中发生错误: {e}"
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finally:
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# --- 5. 任务结束,关闭浏览器 ---
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driver.quit()
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return full_response
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# --- 使用 Gradio 创建 Web 界面 ---
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iface = gr.Interface(
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fn=chat_with_sai_automation,
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inputs=gr.Textbox(lines=5, label="你的问题", placeholder="在这里输入你想问 SAI-ChatBot 的问题..."),
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outputs=gr.Textbox(lines=15, label="AI 的回复"),
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title="SAI-ChatBot 自动化工具",
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description="在后台使用 Selenium 驱动一个真实的 Chrome 浏览器来与 SAI-ChatBot 交互。请耐心等待,首次运行可能需要一些时间来构建环境。"
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)
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if __name__ == "__main__":
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iface.launch()
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