超越提示:生产级 AI 的上下文工程实践
原标题:Presentation: Beyond Prompting: Context Engineering for Production-Grade AI
AI 摘要
Redis 开发者体验团队的 Ricardo Ferreira 在演讲中介绍了其基于 Redis 构建的开源项目 Agent Memory Server(AMS),并开发了名为 My Jarvis 的 Alexa 技能,通过 LangChain4j 和 OpenAI 模型为 Alexa 提供智能回答。他分享了在开发过程中遇到的上下文中毒、干扰、混淆、腐烂和冲突等问题,并探讨了通过更新模型等方式解决这些上下文工程挑战的经验。
正文节选
Transcript Ricardo Ferreira: My name is Ricardo Ferreira. We're going to be talking about this context engineering stuff. This presentation is actually going to be a mix of lessons learned when I've developed a specific solution that I'm going to talk about. I learned the easy and the hard way. Also, it's going to be a mix of storytelling, because these applications that I've developed actually have a story. I was setting up my Alexa device, which has to do with what I built. I work for Redis. I