工程副总裁 Josh Clemm 深入探讨我们如何利用知识图谱、索引、MCP 以及使用 DSPy 等工具进行提示优化的思路
Engineering VP Josh Clemm deep-dives into how we think about knowledge graphs, indexes, MCP, and prompt optimization using tools like DSPy.
归档 · 2026 年 1 月
工程副总裁 Josh Clemm 深入探讨我们如何利用知识图谱、索引、MCP 以及使用 DSPy 等工具进行提示优化的思路
Engineering VP Josh Clemm deep-dives into how we think about knowledge graphs, indexes, MCP, and prompt optimization using tools like DSPy.
利用现有的环境模拟器和基于可验证真实数据的奖励函数,即使在小模型和小训练数据集下也能提升任务成功率
Leveraging existing environment simulators and reward functions based on verifiable ground truth boosts task success rate, even with small models and small training datasets.