Paper-qa

Latest version: v5.5.0

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4.2.0

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

4.1.1

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

4.1.0

What's Changed
* delete the texts by Dustyposa in https://github.com/whitead/paper-qa/pull/181
* Making `Doc` hashable by jamesbraza in https://github.com/whitead/paper-qa/pull/244
* Latest `black` and `prettier` by jamesbraza in https://github.com/whitead/paper-qa/pull/247
* Add more vector embedding types by whitead in https://github.com/whitead/paper-qa/pull/245
* Allowing `Doc` subclasses to propagate to evidence by jamesbraza in https://github.com/whitead/paper-qa/pull/246
* Fixing crash when `json.loads` returns `str` by jamesbraza in https://github.com/whitead/paper-qa/pull/248

New Contributors
* Dustyposa made their first contribution in https://github.com/whitead/paper-qa/pull/181

**Full Changelog**: https://github.com/whitead/paper-qa/compare/v4.0.0...v4.1.0

4.0.0

What's Changed
* Version 4 with better open source model support and no langchain by whitead in https://github.com/whitead/paper-qa/pull/223
* Prevent error loading pdf: Added pymupdf/fitz open to get page count by ekcomputer in https://github.com/whitead/paper-qa/pull/225
* Removed nest_asyncio by whitead in https://github.com/whitead/paper-qa/pull/227
* JSON Mode & Callbacks by whitead in https://github.com/whitead/paper-qa/pull/229
* Removed features that required python 3.11 by whitead in https://github.com/whitead/paper-qa/pull/230
* Added status info on used contexts by whitead in https://github.com/whitead/paper-qa/pull/231
* Improved json parsing by whitead in https://github.com/whitead/paper-qa/pull/232
* Fixed deserialized computed fields issue by whitead in https://github.com/whitead/paper-qa/pull/233
* Propogated extra props in JSON by whitead in https://github.com/whitead/paper-qa/pull/235
* Added `py.typed` metadata file by jamesbraza in https://github.com/whitead/paper-qa/pull/238
* `mypy` config update by jamesbraza in https://github.com/whitead/paper-qa/pull/237
* More verbose comment on `Answer.token_counts` by jamesbraza in https://github.com/whitead/paper-qa/pull/240
* Added anthropic LLMs by whitead in https://github.com/whitead/paper-qa/pull/241
* Adjusted anthropic import by whitead in https://github.com/whitead/paper-qa/pull/242

New Contributors
* ekcomputer made their first contribution in https://github.com/whitead/paper-qa/pull/225
* jamesbraza made their first contribution in https://github.com/whitead/paper-qa/pull/238

**Full Changelog**: https://github.com/whitead/paper-qa/compare/v3.13.4...v4.0.0

4.0.0pre.11

What's Changed
* Adjusted anthropic import by whitead in https://github.com/whitead/paper-qa/pull/242


**Full Changelog**: https://github.com/whitead/paper-qa/compare/v4.0.0-pre.10...v4.0.0-pre.11

4.0.0pre.10

What's Changed
* More verbose comment on `Answer.token_counts` by jamesbraza in https://github.com/whitead/paper-qa/pull/240
* Added anthropic LLMs by whitead in https://github.com/whitead/paper-qa/pull/241


**Full Changelog**: https://github.com/whitead/paper-qa/compare/v4.0.0-pre.9...v4.0.0-pre.10

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