---
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)