展示HN:我创建了一个可以为任何主题撰写新鲜通讯的代理程序
最近,我在探索使用人工智能代理进行实时研究和内容生成的想法。<p>为了将这个想法付诸实践,我想,为什么不尝试解决一个我经常遇到的问题呢?就是在不花费数小时手动研究的情况下,创建高质量、最新的通讯。<p>因此,我构建了一个简单的人工智能驱动的通讯代理,它可以自动研究一个主题,并使用网络上的最新信息生成结构良好的通讯。<p>我使用了以下工具:<p>- Firecrawl 搜索 API 进行实时网络抓取和内容发现
- Nebius AI 模型进行快速且低成本的推理
- Agno 作为代理框架
- Streamlit 作为用户界面(对我来说更简单)<p>这个项目并不复杂,我保持了它的轻量和模块化,但这是一个很好的方式来探索代理如何自动化研究和内容工作流程。<p>如果你感兴趣,我整理了一个演示,展示了它是如何工作的:<a href="https://www.youtube.com/watch?v=iDYnR_MlErg" rel="nofollow">https://www.youtube.com/watch?v=iDYnR_MlErg</a><p>完整的代码可以在这里找到,如果你想在此基础上进行开发:<a href="https://github.com/Arindam200/awesome-ai-apps/tree/main/simple_ai_agents/newsletter_agent">https://github.com/Arindam200/awesome-ai-apps/tree/main/simple_ai_agents/newsletter_agent</a><p>我很想听听其他人如何利用人工智能进行内容创作或研究。同时也欢迎反馈或功能建议,下一步可能会增加多主题通讯的功能!
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Recently, I was exploring the idea of using AI agents for real-time research and content generation.<p>To put that into practice, I thought why not try solving a problem I run into often? Creating high-quality, up-to-date newsletters without spending hours manually researching.<p>So I built a simple AI-powered Newsletter Agent that automatically researches a topic and generates a well-structured newsletter using the latest info from the web.<p>Here's what I used:<p>- Firecrawl Search API for real-time web scraping and content discovery
- Nebius AI models for fast + cheap inference
- Agno as the Agent Framework
- Streamlit for the UI (It's easier for me)<p>The project isn’t overly complex, I’ve kept it lightweight and modular, but it’s a great way to explore how agents can automate research + content workflows.<p>If you're curious, I put together a walkthrough showing exactly how it works: <a href="https://www.youtube.com/watch?v=iDYnR_MlErg" rel="nofollow">https://www.youtube.com/watch?v=iDYnR_MlErg</a><p>And the full code is available here if you want to build on top of it: <a href="https://github.com/Arindam200/awesome-ai-apps/tree/main/simple_ai_agents/newsletter_agent">https://github.com/Arindam200/awesome-ai-apps/tree/main/simp...</a><p>Would love to hear how others are using AI for content creation or research. Also open to feedback or feature suggestions might add multi-topic newsletters next!