File size: 1,822 Bytes
e45c214 a19bcc9 e45c214 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 |
---
task_categories:
- text-retrieval
language:
- en
pretty_name: Arxiv Search Index (From Semantic Scholar dump of August 1, 2024)
size_categories:
- 100M<n<1B
---
This repository contains a Qdrant index created from preprocessed and chunked arxiv papers from [Semantic Scholar](https://api.semanticscholar.org/api-docs/datasets). The embedding model used is [Alibaba-NLP/gte-large-en-v1.5](https://huggingface.co./Alibaba-NLP/gte-large-en-v1.5).
This index is compatible with WikiChat v2.0.
Refer to the following for more information:
GitHub repository: https://github.com/stanford-oval/WikiChat
Papers:
- [WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia](https://arxiv.org/abs/2305.14292)
- [SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing](https://arxiv.org/abs/2406.00562)
<p align="center">
<img src="https://github.com/stanford-oval/WikiChat/blob/main/public/logo_light.png?raw=true" width="100px" alt="WikiChat Logo" />
<h1 align="center">
<b>WikiChat</b>
<br>
<a href="https://github.com/stanford-oval/WikiChat/stargazers">
<img src="https://img.shields.io/github/stars/stanford-oval/WikiChat?style=social" alt="Github Stars">
</a>
</h1>
</p>
<p align="center">
Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia
</p>
<p align="center">
Online demo:
<a href="https://wikichat.genie.stanford.edu" target="_blank">
https://wikichat.genie.stanford.edu
</a>
<br>
</p>
<p align="center">
<img src="https://raw.githubusercontent.com/stanford-oval/WikiChat/ee25ff7d355c8fbb1321489e1e955be8ae068367/public/pipeline.svg" width="700px" alt="WikiChat Pipeline" />
</p> |