Promptolution

What's changed
Added features
* Enable reading tasks from a pandas dataframe

Further Changes:
* deleted experiment files from the repo folders (logs, configs, etc.)
* improved opros meta-prompt
* added support for python versions from 3.9 onwards (previously 3.11)

What's Changed

Features added:
\-

Further changes:
* fixed release notes

**Full Changelog**: https://github.com/finitearth/promptolution/compare/v1.0.0...v1.0.1

What's changed

Added Features:
* Classes for Exemplar selection (Random and RandomSearch)
* helper functions: run_experiment, run_optimization and run_evaluation

Further Changes:
* removed deepinfra helper functions, as the langchain-community libary is now working as intended
* added license
* added release notes :)

**Full Changelog**: [here](https://github.com/finitearth/promptolution/compare/v0.2.0...v1.0.0)

What's Changed
Added Features:
* Prompt creation utility function
* Prompt variation utility function
* New optimizer: OPro (https://arxiv.org/abs/2309.03409)


Further Changes:
* Workflows for automated build, deployment & release
* New documentation page appearance
* Additional Docstrings & Formatting


**Full Changelog**: https://github.com/finitearth/promptolution/compare/v0.1.1...v0.2.0

What's Changed

Features added:
\-

Further changes:
* Loosen restrictive python version requirements (^3.11 instead of ~3.11)
* Add documentation pages
* Update README


**Full Changelog**: https://github.com/finitearth/promptolution/compare/0.1.0...0.1.1

*First release*

What's Changed

Added Features:
* Base classes for tasks, LLMs, predictors, and optimizers
* Classification task
* API LLMs from OpenAI, Anthropic, and DeepInfra
* Local LLM
* optimizer EvoPrompt GA and EvoPrompt DE (https://arxiv.org/abs/2309.08532)

Further changes:
* Added example classification datasets used in https://arxiv.org/abs/2309.08532
* Added dummy classes for testing
* Added example scripts and configs for experiments
* Added experiment results and evaluation notebooks

**Full Changelog**: https://github.com/finitearth/promptolution/commits/0.1.0