Metadata-Version: 2.4
Name: inatinqperf
Version: 0.1.4
Summary: iNatInqPerf is a benchmark implemented to evalaute performance vs. cost trade-offs of running NLP based search (like INQUIRE) in a platform with different vectorDBs (like INaturalists).
Project-URL: Homepage, https://github.com/gt-sse-center/iNatInqPerf
Project-URL: Documentation, https://github.com/gt-sse-center/iNatInqPerf
Project-URL: Repository, https://github.com/gt-sse-center/iNatInqPerf
Author-email: Ketan Bhardwaj <ketanbj@cc.gatech.edu>
License: MIT
License-File: LICENSE
Classifier: Operating System :: MacOS
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX :: Linux
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3.11
Requires-Python: >=3.10
Requires-Dist: codetiming>=1.4
Requires-Dist: datasets<3.0,>=2.14
Requires-Dist: huggingface-hub>=0.23
Requires-Dist: numpy<2.0,>=1.23
Requires-Dist: pandas<2.3,>=1.5
Requires-Dist: pillow>=9.5
Requires-Dist: psutil>=5.9
Requires-Dist: pyyaml>=6.0
Requires-Dist: requests>=2.31
Requires-Dist: safetensors>=0.4
Requires-Dist: torch<2.3,>=2.0
Requires-Dist: torchvision<0.19,>=0.15
Requires-Dist: tqdm>=4.66
Requires-Dist: transformers<4.42,>=4.35
Description-Content-Type: text/markdown

**Project:**
[![License](https://img.shields.io/github/license/gt-sse-center/iNatInqPerf?color=dark-green)](https://github.com/gt-sse-center/iNatInqPerf/blob/main/LICENSE)

**Package:**
[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/inatinqperf?color=dark-green)](https://pypi.org/project/inatinqperf/)
[![PyPI - Version](https://img.shields.io/pypi/v/inatinqperf?color=dark-green)](https://pypi.org/project/inatinqperf/)
[![PyPI - Downloads](https://img.shields.io/pypi/dm/inatinqperf)](https://pypistats.org/packages/inatinqperf)

**Development:**
[![uv](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/uv/main/assets/badge/v0.json)](https://github.com/astral-sh/uv)
[![CI](https://github.com/gt-sse-center/iNatInqPerf/actions/workflows/CICD.yml/badge.svg)](https://github.com/gt-sse-center/iNatInqPerf/actions/workflows/CICD.yml)
[![Code Coverage](https://img.shields.io/endpoint?url=https://gist.githubusercontent.com/ketanbj/521b537b3503957227f91dfb3db59065/raw/iNatInqPerf_code_coverage.json)](https://github.com/gt-sse-center/iNatInqPerf/actions)
[![GitHub commit activity](https://img.shields.io/github/commit-activity/y/gt-sse-center/iNatInqPerf?color=dark-green)](https://github.com/gt-sse-center/iNatInqPerf/commits/main/)

<!-- Content above this delimiter will be copied to the generated README.md file. DO NOT REMOVE THIS COMMENT, as it will cause regeneration to fail. -->

## Contents
- [Overview](#overview)
- [Installation](#installation)
- [Development](#development)
- [Additional Information](#additional-information)
- [License](#license)

## Overview
TODO: Complete this section

### How to use `iNatInqPerf`
TODO: Complete this section

<!-- Content below this delimiter will be copied to the generated README.md file. DO NOT REMOVE THIS COMMENT, as it will cause regeneration to fail. -->

## Installation

| Installation Method | Command |
| --- | --- |
| Via [uv](https://github.com/astral-sh/uv) | `uv add inatinqperf` |
| Via [pip](https://pip.pypa.io/en/stable/) | `pip install inatinqperf` |



## Development
Please visit [Contributing](https://github.com/gt-sse-center/iNatInqPerf/blob/main/CONTRIBUTING.md) and [Development](https://github.com/gt-sse-center/iNatInqPerf/blob/main/DEVELOPMENT.md) for information on contributing to this project.

## Additional Information
Additional information can be found at these locations.

| Title | Document | Description |
| --- | --- | --- |
| Code of Conduct | [CODE_OF_CONDUCT.md](https://github.com/gt-sse-center/iNatInqPerf/blob/main/CODE_OF_CONDUCT.md) | Information about the norms, rules, and responsibilities we adhere to when participating in this open source community. |
| Contributing | [CONTRIBUTING.md](https://github.com/gt-sse-center/iNatInqPerf/blob/main/CONTRIBUTING.md) | Information about contributing to this project. |
| Development | [DEVELOPMENT.md](https://github.com/gt-sse-center/iNatInqPerf/blob/main/DEVELOPMENT.md) | Information about development activities involved in making changes to this project. |
| Governance | [GOVERNANCE.md](https://github.com/gt-sse-center/iNatInqPerf/blob/main/GOVERNANCE.md) | Information about how this project is governed. |
| Maintainers | [MAINTAINERS.md](https://github.com/gt-sse-center/iNatInqPerf/blob/main/MAINTAINERS.md) | Information about individuals who maintain this project. |
| Security | [SECURITY.md](https://github.com/gt-sse-center/iNatInqPerf/blob/main/SECURITY.md) | Information about how to privately report security issues associated with this project. |

## License
`iNatInqPerf` is licensed under the <a href="https://choosealicense.com/licenses/MIT/" target="_blank">MIT</a> license.
