https://github.com/naver/bergen

Benchmarking library for RAG
https://github.com/naver/bergen

augmentation generation llms rag retrieval

Last synced: 6 months ago
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Benchmarking library for RAG

• Host: GitHub
• URL: https://github.com/naver/bergen
• Owner: naver
• License: other
• Created: 2024-05-09T14:13:44.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-04-08T13:12:59.000Z (6 months ago)
• Last Synced: 2025-04-13T07:52:20.805Z (6 months ago)
• Topics: augmentation, generation, llms, rag, retrieval
• Language: Jupyter Notebook
• Homepage:
• Size: 139 MB
• Stars: 190
• Watchers: 8
• Forks: 20
• Open Issues: 4
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-llm-eval - BERGEN - augmented GENeration), a library to benchmark RAG systems, focusing on question-answering (QA). Inconsistent benchmarking poses a major challenge in comparing approaches and understanding the impact of each component in a RAG pipeline. BERGEN was designed to ease the reproducibility and integration of new datasets and models thanks to HuggingFace. (2024-05-31) | (Datasets-or-Benchmark / RAG检索增强生成评估)