通过揭示 RAG 系统中检索和生成模块的复杂交互,以及不同设计选择带来的影响,RAGChecker 不仅能帮助研究人员更好地理解和改进现有 RAG 系统,还为未来 RAG 系统的优化和创新指明了方向。 参考资料 [1]RAGChecker: https://github.com/amazon-science/RAGChecker 本文转载自AI工程化,作者:ully...
v0.1.9 9017b32 Modify the required version of RefChecker.Assets 2 Source code (zip) 2024-09-25T12:52:40Z Source code (tar.gz) 2024-09-25T12:52:40Z Footer © 2024 GitHub, Inc. Footer navigation Terms Privacy Security Status Docs Contact Manage cookies Do not share my personal...
项目地址:https://github.com/amazon-science/RAGChecker RAGChecker: RAG 系统的全面诊断工具 想象一下,如果我们能对 RAG 系统进行一次全面的 “体检”,会是什么样子?RAGChecker 就是为此而生的。它不仅能评估系统的整体表现,还能深入分析检索和生成两大核心模块的性能。
项目:https://github.com/amazon-science/RAGChecker 一、了解现有 RAG 系统评估框架 然而,上述评估框架中使用的评估指标要么依赖于人类评估,要么依赖于简单的文本准确性,这使得它们无法应对需要长答案评估的复杂RAG场景。因此,我们没有真正将它们纳入元(meta)评估。下面我们进入本文将要介绍的一种先进的自动评估框架:RA...
RAGChecker v0.1.6 amazon-science/RAGCheckerPublic NotificationsYou must be signed in to change notification settings Fork71 Star802 Releases v0.1.6 Compare HuXiangkunreleased this05 Sep 03:46 ·18 commitsto main since this release v0.1.6
.github data/meta_evaluation README.md baseline_ares_llama3.json baseline_crud.json baseline_crud_llama3.json baseline_ragas.json baseline_ragas_llama3.json baseline_ragchecker.json baseline_trulens.json baseline_trulens_llama3.json human_labeled_data.json ...
Releases v0.1.3 RAGChecker v0.1.3Compare HuXiangkun released this 02 Sep 08:37 · 4 commits to main since this release v0.1.3 9bafaaf Add "**kwargs" support for invoking LLMs.Assets 2 Loading Footer © 2024 GitHub, Inc. Footer navigation Terms Privacy Security Status Docs Contact ...
· 1 commit to main since this release v0.1.5 809b068 Additional params for SagemakerAssets 2 Source code (zip) 2024-09-05T02:57:09Z Source code (tar.gz) 2024-09-05T02:57:09Z Footer © 2024 GitHub, Inc. Footer navigation Terms Privacy Security Status Docs Contact Manage ...
开发者可以从中剖析具体问题具体分析。随着RAGChecker功能的不断丰富，我们有理由相信，生成式AI将在更多的领域发挥更大的作用，为我们的生活和工作带来更多便利。参考文献 https://github.com/amazon-science/RAGChecker?tab=readme-ov-file https://arxiv.org/html/2408.080 ...
· 2 commits to main since this release v0.1.4 b2a41fb Add support of AWS Sagemaker to avoid the bugs in litellm.Assets 2 Source code (zip) 2024-09-04T11:30:30Z Source code (tar.gz) 2024-09-04T11:30:30Z Footer © 2024 GitHub, Inc. Footer navigation Terms Privacy ...