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https://github.com/naver/bergen
Benchmarking library for RAG
https://github.com/naver/bergen
augmentation generation llms rag retrieval
Last synced: 3 months ago
JSON representation
Benchmarking library for RAG
- Host: GitHub
- URL: https://github.com/naver/bergen
- Owner: naver
- License: other
- Created: 2024-05-09T14:13:44.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2024-08-01T14:44:02.000Z (3 months ago)
- Last Synced: 2024-08-01T16:30:50.104Z (3 months ago)
- Topics: augmentation, generation, llms, rag, retrieval
- Language: Jupyter Notebook
- Homepage:
- Size: 132 MB
- Stars: 75
- Watchers: 5
- Forks: 8
- Open Issues: 7
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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)