Lattereview

Added

- Added the arXiv citation.

Fixed

- Fixed some typos.

Added

- Added a `_vesrion.py` file.

Changed

- Updated the project license to `CC-BY-NC-ND-4.0`.
- Updated the readme file.

Removed

- Removed the `Field` class in pydantic validations.

Fixed

- Fixed an issue in the versioning of Pandas package that resulted in a warning when installing on colab.

Added

- Added `TitleAbstractReviewer` agent.
- Added a tutorial for the `TitleAbstractReviewer` agent.
- Evaluated lattereeview using the `TitleAbstractReviewer` agent.

Changed

- Addressed a bug in prompts and `BaseAgent` which prevented the correct removal of additional_context and examples where they were not provided to the agents.
- Updated all the docs to reflect all the above changes.
- Updated the `README.md` file to reflect all the above changes.

Removed

- The `ReasoningType` is now removed and `reasoning` in agents receives simple string variables.

Fixed

- The `BasicReviewer` is now directly importable from the agents module.

Fixed

- The `BasicReviewer` is now directly importable from the agents module.

Added

- Added a section to the docs on how to create custom reviewer agents.

Changed

- Renamed the `examples` folder to `tutorials`.
- Updated the `README.md` file to reflect all the above changes.

Added

- Added support for `AbstractionReviewer` agents.

Changed

- Renamed `BaseAgent` to `BasicReviewer`.
- Moved many joint functionalities betwee `ScoringReviewer` and `AbstractionReviewer` to the `BasicReviewer`.
- The reviewer agents will not load promps from their own scripts.
- Addressed a bug in `base_prompt.py` that prevented the placeholders in generic propmt to be appropriately removed if their value is empty.
- Moved the `generic_prompt` attribute to `basic_reviewer.py`.
- Updated all the docs to reflect all the above changes.
- Updated the `README.md` file to reflect all the above changes.

Removed

- The `generic_prompts` folder is removed. Generic prompts are now defined in the body of the script for each custom reviewer class.