Paper-qa

What's Changed
* Creating `Answer.get_unique_docs_from_contexts` helper method by jamesbraza in https://github.com/whitead/paper-qa/pull/261
* Added batching to embed documents by whitead in https://github.com/whitead/paper-qa/pull/262


**Full Changelog**: https://github.com/whitead/paper-qa/compare/v4.4.0...v4.4.1

What's Changed
* Documenting `LLMResult` by jamesbraza in https://github.com/whitead/paper-qa/pull/255
* Migrating from `setup.py` to `pyproject.toml` by jamesbraza in https://github.com/whitead/paper-qa/pull/252
* Adjust whitespace on detailed citations by whitead in https://github.com/whitead/paper-qa/pull/257


**Full Changelog**: https://github.com/whitead/paper-qa/compare/v4.3.0...v4.4.0

What's Changed
* Separate parsing and chunking in `read_doc` by mskarlin in https://github.com/whitead/paper-qa/pull/254

New Contributors
* mskarlin made their first contribution in https://github.com/whitead/paper-qa/pull/254

**Full Changelog**: https://github.com/whitead/paper-qa/compare/v4.2.1...v4.3.0

What's Changed
* Fixed bug for mixed encoding types from numpy by whitead in https://github.com/whitead/paper-qa/pull/253


**Full Changelog**: https://github.com/whitead/paper-qa/compare/v4.2.0...v4.2.1

What's Changed
* Upgrade of `ruff`, adding `codespell`, `toml-sort` by jamesbraza in https://github.com/whitead/paper-qa/pull/251
* Added convenience methods for building sparse/hybrid vector dbs by whitead in https://github.com/whitead/paper-qa/pull/250


**Full Changelog**: https://github.com/whitead/paper-qa/compare/v4.1.1...v4.2.0

What's Changed
* Fixed MMR alg on not correctly choosing most similar

**Full Changelog**: https://github.com/whitead/paper-qa/compare/v4.1.0...v4.1.1