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WikiChat 2.1! source code.tar.gz (16.3 MB)
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| Name | Modified | Size | Downloads / Week |
|---|---|---|---|
| Parent folder | |||
| README.md | 2024-08-23 | 1.6 kB | |
| WikiChat v2.0! source code.tar.gz | 2024-08-23 | 15.4 MB | |
| WikiChat v2.0! source code.zip | 2024-08-23 | 15.5 MB | |
| Totals: 3 Items | 31.0 MB | 0 | |
- Multilingual Support: By default, retrieves information from 10 different Wikipedias: 🇺🇸 English, 🇨🇳 Chinese, 🇪🇸 Spanish, 🇵🇹 Portuguese, 🇷🇺 Russian, 🇩🇪 German, 🇮🇷 Farsi, 🇯🇵 Japanese, 🇫🇷 French, and 🇮🇹 Italian.
- Improved Information Retrieval
- Now supports retrieval from structured data such as tables, infoboxes, and lists, in addition to text.
- Has the highest quality public Wikipedia preprocessing scripts
- Uses the state-of-the-art multilingual retrieval model BGE-M3.
- Uses Qdrant for scalable vector search.
- Uses RankGPT to rerank search results.
- Free Multilingual Wikipedia Search API: We offer a high-quality, free (but rate-limited) search API for access to 10 Wikipedias, encompassing over 180M vector embeddings. See its API documentation.
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Recipe for adapting WikiChat to your own documents (instead of Wikipedia).
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Expanded LLM Compatibility: Supports 100+ LLMs through a unified interface, thanks to LiteLLM.
- Optimized Pipeline: Option for a faster and more cost-effective pipeline by merging the "generate" and "extract claim" stages of WikiChat.
- LangChain Compatibility: Fully compatible with LangChain 🦜️🔗.
- And Much More!
Full Changelog: https://github.com/stanford-oval/WikiChat/compare/v1.0...v2.0
