Two major milestones: finalizing my database choice and successfully running a local model for data extraction.

Overview On January 14, NSFOCUS CERT detected that Microsoft released the January Security Update patch, which fixed 112 security issues involving widely used products such as Windows, Microsoft ...

大量的工具说明书挤占了模型的上下文。根据Anthropic的计算，大概50 个工具的定义就会吃掉约 20,000 Tokens。结果Agent 的注意力全放在记住工具名上了，其他的执行、推理严重受损。