当情人节年年如约而至，每每都需费尽心思为对方营造一场令人难忘的仪式，却因缺乏创意与思路而倍感困扰。今天，我决定让大型语言模型为我们提供一些灵感和建议，让我们能够轻松实现这一目标。让我们开始行动吧！此前，我曾撰写一篇关于如何与大型语言模型建立基本对话的文章。如果您感兴趣，不妨一读：
AI实用指南：5分钟搭建你自己的LLM聊天应用
图片
在这个新版本中，我引入了一个全新的功能——图片上传窗口，旨在方便调用文生图接口，实现对图片进行风格转化，从而为对方呈现一幅心仪的作品。让我们一起来实际操作吧。
# 在聊天输入框下方添加文件上传组件
uploaded_file = st.file_uploader("上传文件", type=['txt', 'pdf', 'png', 'jpg', 'jpeg', 'gif'])
if uploaded_file is not None:# 可以在这里添加处理上传文件的代码# 显示上传的图片st.image(uploaded_file, width=30)st.write("文件上传成功！")
在这次更新中，我新增了一个简单的展示功能，特别是为了确保在streamlit封装的布局中能够将其置于标题上方。这样一来，我们便能够在对话过程中保持其可见，避免不必要的消失。务必留意这一点，以确保用户体验的连贯性。
简要信息搜索
我还引入了一个全新的搜索功能，旨在让用户能够轻松搜索与情人节相关的信息，以供大模型使用，从而提升回答的质量和准确性。同时也能够让大模型更好地理解用户需求，为其提供更加个性化和有效的回答。
from googlesearch import search
def perform_google_search(query, num_results=10):"""Perform a Google search using the specified query and number of results.Args:query (str): The search query.num_results (int): The number of search results to return.Returns:list of dicts: A list containing dictionaries with keys 'title', 'url', and 'summary'."""proxy = "http://127.0.0.1:10809"results = []for result in search(query, num_results=num_results, lang='en',proxy = proxy,ssl_verify = False):title = result.get('title')url = result.get('url')summary = result.get('summary')results.append({"Title": title,"URL": url,"Summary": summary})print("Title: ", title)print("URL: ", url)print("Summary: ", summary)print()return results
其实通常情况下，我们会选择使用langchain的谷歌搜索来获取所需信息，但由于需要申请API密钥，因此我决定改用这个工具，它的底层机制类似于爬虫程序。
总结
在这篇文章中，我们介绍了如何利用大型语言模型为情人节营造难忘的氛围。通过上传图片并进行风格转化，我们可以为对方呈现一幅独特的作品，增添浪漫的色彩。同时，借助搜索功能，我们能够轻松获取与情人节相关的信息，为策划活动提供更多灵感和建议。
当你准备调用大模型进行回答时，只需添加一个提示词即可启动。在实现这一过程中，我发现使用智能体搭建的方法更为高效。因此，如果你打算自行创建工具，最好保持简洁。智能体已经经过良好封装，使用起来非常方便。
我是努力的小雨，一名 Java 服务端码农，潜心研究着 AI 技术的奥秘。我热爱技术交流与分享，对开源社区充满热情。身兼掘金优秀作者、腾讯云内容共创官、阿里云专家博主、华为云云享专家等多重身份。
🚀 目前，我的探索重点在于 AI Agent 智能体应用，我对其充满好奇，并不断探索着其潜力与可能性。如果你也对此领域充满热情，欢迎与我交流分享，让我们共同探索未知的领域！
💡 我将不吝分享我在技术道路上的个人探索与经验，希望能为你的学习与成长带来一些启发与帮助。
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