| license: apache-2.0 | |
| task_categories: | |
| - other | |
| tags: | |
| - agentic-llm | |
| - search | |
| - evaluation | |
| - benchmark | |
| # RAVine-mapper | |
| This repository contains the URL-to-document ID mapping files (`RAVine-mapper`), which are crucial for the implementation of the `fetch` tool within the [RAVine: Reality-Aligned Evaluation for Agentic Search](https://arxiv.org/abs/2507.16725) framework. This dataset is essential when utilizing RAVine for agentic search evaluations. | |
| RAVine (Reality-Aligned eValuation framework for agentic LLMs with search) is a comprehensive evaluation system designed for agentic search. It encompasses a web environment, benchmark datasets, and a novel evaluation method, providing a full-process, reproducible, and goal-aligned evaluation sandbox for agentic LLMs with search capabilities. | |
| **Paper:** [RAVine: Reality-Aligned Evaluation for Agentic Search](https://arxiv.org/abs/2507.16725) | |
| **GitHub Repository:** [https://github.com/SwordFaith/RAVine](https://github.com/SwordFaith/RAVine) | |
| ## Related RAVine Datasets on Hugging Face | |
| The RAVine framework comprises several interlinked datasets, all available on Hugging Face: | |
| * **Queries & Nuggets:** [sapphirex/RAVine-nuggets](https://huggingface.co/datasets/sapphirex/RAVine-nuggets) | |
| * **Raw Qrels:** [sapphirex/RAVine-qrels](https://huggingface.co/datasets/sapphirex/RAVine-qrels) | |
| * **Dense Index:** [sapphirex/RAVine-dense-index](https://huggingface.co/datasets/sapphirex/RAVine-dense-index) | |
| * **URL-Docid Mapper (this dataset):** [sapphirex/RAVine-mapper](https://huggingface.co/datasets/sapphirex/RAVine-mapper) | |
| * **Running logs (for reproduction):** [sapphirex/RAVine-logs](https://huggingface.co/datasets/sapphirex/RAVine-logs) |