Diogo Almeida· @CompleteSkeptic · X·· 15 天前AI 评分49
AI 导读
太酷了！ 引用推文称，在 GPT Researcher 的 RAG 流程中用 Jev 替代嵌入向量，并基于 SimpleQA 的 28 项研究任务和开放式研究进行测试：Jev 在各项质量指标上均胜出，相关上下文提升 59%（73% 对 46%），盲测中报告偏好度为 15 比 3，单份报告成本相同。GPT Researcher 现已默认运行 Jev，完全不再需要嵌入向量。
正文
so cool!
Didn't expect this 🤯 We replaced embeddings with Jev in GPT Researcher's RAG pipeline and tested both on 28 research tasks from SimpleQA and open ended research. Jev beat embeddings on every quality measure we ran: - 59% more relevant context (73% vs 46%) - Reports preferred 15 to 3 in blind comparisons - Same cost per report GPT Researcher now runs on Jev by default, and no longer needs embeddings at all. All you need is @LangChain + @tavilyai +Jev for the perfect RAG system. Check out the repo here: https://github.com/assafelovic/gpt-researcher Research: https://docs.gptr.dev/docs/gpt-researcher/gptr/context-filter在 X 查看被引用的帖子
来源：Diogo Almeida · x.com