Skip to main content

No project description provided

Project description

TableGPT Agent

PyPI - Version PyPI - Python Version


Introduction

tablegpt-agent is a pre-built agent for TableGPT2 (huggingface), a series of LLMs for table-based question answering. This agent is built on top of the Langgraph library and provides a user-friendly interface for interacting with TableGPT2.

You can find the full document at https://tablegpt.github.io/tablegpt-agent/

Evaluation

This repository also includes a collection of evaluation scripts for table-related benchmarks. The evaluation scripts and datasets can be found in the realtabbench directory. For more details, please refer to the Evaluation README.

Liscence

tablegpt-agent is distributed under the terms of the Apache 2.0 license.

Model Card

For more information about TableGPT2, see the TableGPT2 Model Card.

Citation

If you find our work helpful, please cite us by

@misc{su2024tablegpt2largemultimodalmodel,
      title={TableGPT2: A Large Multimodal Model with Tabular Data Integration}, 
      author={Aofeng Su and Aowen Wang and Chao Ye and Chen Zhou and Ga Zhang and Guangcheng Zhu and Haobo Wang and Haokai Xu and Hao Chen and Haoze Li and Haoxuan Lan and Jiaming Tian and Jing Yuan and Junbo Zhao and Junlin Zhou and Kaizhe Shou and Liangyu Zha and Lin Long and Liyao Li and Pengzuo Wu and Qi Zhang and Qingyi Huang and Saisai Yang and Tao Zhang and Wentao Ye and Wufang Zhu and Xiaomeng Hu and Xijun Gu and Xinjie Sun and Xiang Li and Yuhang Yang and Zhiqing Xiao},
      year={2024},
      eprint={2411.02059},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2411.02059}, 
}

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

tablegpt_agent-0.2.14.tar.gz (427.6 kB view details)

Uploaded Source

Built Distribution

tablegpt_agent-0.2.14-py3-none-any.whl (39.7 kB view details)

Uploaded Python 3

File details

Details for the file tablegpt_agent-0.2.14.tar.gz.

File metadata

  • Download URL: tablegpt_agent-0.2.14.tar.gz
  • Upload date:
  • Size: 427.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.1.1 CPython/3.12.7

File hashes

Hashes for tablegpt_agent-0.2.14.tar.gz
Algorithm Hash digest
SHA256 a3318a14f934d315a019acef42253045578efbb3297dca140a4e1ebe21d9bdb1
MD5 fff050fdb9c77363bb43da0b60be334f
BLAKE2b-256 390130cdd8213c70fc676e468100f69f769f4715d63c629bd7af219e047dcfb9

See more details on using hashes here.

Provenance

The following attestation bundles were made for tablegpt_agent-0.2.14.tar.gz:

Publisher: publish.yml on tablegpt/tablegpt-agent

Attestations:

File details

Details for the file tablegpt_agent-0.2.14-py3-none-any.whl.

File metadata

File hashes

Hashes for tablegpt_agent-0.2.14-py3-none-any.whl
Algorithm Hash digest
SHA256 55f05272f05716b81eea4e75d11c0c8b3c68ce487f9b4b681f958f52a51a5024
MD5 78bcc93aa7c7499520468f294b230358
BLAKE2b-256 de68ae53c35a78a4a5368f4f122730f81a86f33fa673a5d2ae09f5ede00379eb

See more details on using hashes here.

Provenance

The following attestation bundles were made for tablegpt_agent-0.2.14-py3-none-any.whl:

Publisher: publish.yml on tablegpt/tablegpt-agent

Attestations:

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page