README.md

---
license: cc-by-sa-3.0
task_categories:
  - question-answering
  - text-retrieval
language:
  - en
tags:
  - wikipedia
  - agentic-search
  - retrieval
  - offline-index
pretty_name: SimpleWikiSearch
size_categories:
  - 10M<n<100M
---

# SimpleWikiSearch Indexes

Offline Wikipedia indexes for [SimpleWikiSearch](https://github.com/JimXiongGM/simple_wiki_search) (arXiv:[2607.26070](https://arxiv.org/abs/2607.26070)).

These files are **binary search indexes** (not row-oriented tables). Download and extract them locally; they are not intended for `load_dataset()`.

Paper page: https://huggingface.co/papers/2607.26070

## Files

| Archive | Size (approx.) | Contents |
|---------|----------------:|----------|
| `enwiki-20260601-tantivy-chunk-1536.tar.zst` | ~22 GB | Tantivy keyword index + chunk text store |
| `enwiki-20260601-faiss-hnsw-Qwen3-Embedding-0.6B.tar.zst` | ~19 GB | FAISS HNSW dense index (`Qwen3-Embedding-0.6B`, dim=1024, fp16) |

Corpus snapshot: `enwiki-20260601` — **7,189,602** articles / **10,837,506** section-aware chunks (target 1536 tokens).

## Extract

```bash
tar -I zstd -xf enwiki-20260601-faiss-hnsw-Qwen3-Embedding-0.6B.tar.zst
tar -I zstd -xf enwiki-20260601-tantivy-chunk-1536.tar.zst
```

Expected layout:

```text
data/database/wikipedia-index/enwiki-20260601/
  faiss/hnsw-Qwen3-Embedding-0.6B-chunk-1536-fp16/
    index.faiss
    ids.pkl
  tantivy/chunk-1536/
    chunks/
    titles/
```

Full setup (embedding server, MCP tools, QA agent): see [deploy.md](https://github.com/JimXiongGM/simple_wiki_search/blob/main/deploy.md) in the GitHub repo.

## License

Wikipedia text is available under [CC BY-SA 3.0](https://creativecommons.org/licenses/by-sa/3.0/). Indexes derived from that dump inherit the same license obligations.

## Citation

```bibtex
@misc{xiong2026simplewikisearchcleanofflinewikipedia,
      title={SimpleWikiSearch: A Clean Offline Wikipedia Environment for Agentic Search},
      author={Guanming Xiong and Penghui Zhang},
      year={2026},
      eprint={2607.26070},
      archivePrefix={arXiv},
      primaryClass={cs.IR},
      url={https://arxiv.org/abs/2607.26070},
}
```