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--- |
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task_categories: |
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- text-retrieval |
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language: |
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- en |
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- de |
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- it |
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- fa |
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- ru |
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- zh |
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- pt |
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- fr |
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- es |
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- ja |
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pretty_name: Multilingual Wikipedia Search Index (From HTML dump of August 1, 2024) |
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size_categories: |
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- 100M<n<1B |
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--- |
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This repository contains a Qdrant index created from preprocessed and chunked Wikipedia HTML dumps from 10 languages. The embedding model used is [BAAI/bge-m3](https://huggingface.co./BAAI/bge-m3) |
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This index is compatible with WikiChat v2.0. |
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Refer to the following for more information: |
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GitHub repository: https://github.com/stanford-oval/WikiChat |
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Papers: |
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- [WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia](https://arxiv.org/abs/2305.14292) |
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- [SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing](https://arxiv.org/abs/2406.00562) |
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<p align="center"> |
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<img src="https://github.com/stanford-oval/WikiChat/blob/main/public/logo_light.png?raw=true" width="100px" alt="WikiChat Logo" /> |
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<h1 align="center"> |
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<b>WikiChat</b> |
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<br> |
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<a href="https://github.com/stanford-oval/WikiChat/stargazers"> |
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<img src="https://img.shields.io/github/stars/stanford-oval/WikiChat?style=social" alt="Github Stars"> |
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</a> |
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</h1> |
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</p> |
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<p align="center"> |
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Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia |
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</p> |
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<p align="center"> |
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Online demo: |
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<a href="https://wikichat.genie.stanford.edu" target="_blank"> |
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https://wikichat.genie.stanford.edu |
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</a> |
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<br> |
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</p> |
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<p align="center"> |
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<img src="https://raw.githubusercontent.com/stanford-oval/WikiChat/ee25ff7d355c8fbb1321489e1e955be8ae068367/public/pipeline.svg" width="700px" alt="WikiChat Pipeline" /> |
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</p> |
