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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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+
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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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+
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+ GitHub repository: https://github.com/stanford-oval/WikiChat
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+
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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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+
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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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+
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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>