What's Changed
* feat: Qdrant support by Anush008 in https://github.com/Future-House/paper-qa/pull/730
* Made it possible to get answers from litqa evaluations by whitead in https://github.com/Future-House/paper-qa/pull/760
* Added answer an ideal to gradeable environments by whitead in https://github.com/Future-House/paper-qa/pull/762
* Pinned lower bound on `aiohttp` for `aiohttp.ClientConnectionResetError` by jamesbraza in https://github.com/Future-House/paper-qa/pull/763
* Added llmclient dependency by maykcaldas in https://github.com/Future-House/paper-qa/pull/757
* Propagating citation count in flaky `test_pdf_reader_match_doc_details` by jamesbraza in https://github.com/Future-House/paper-qa/pull/766
* Renovate `lockFileMaintenance` respecting `schedule`, 2-week stability period, no `openai` pinning by jamesbraza in https://github.com/Future-House/paper-qa/pull/767
* chore(deps): lock file maintenance by renovate in https://github.com/Future-House/paper-qa/pull/765
* Added test split's source DOIs and question IDs by jamesbraza in https://github.com/Future-House/paper-qa/pull/771
* Consolidated LDP imports into `ldp_shims` module by jamesbraza in https://github.com/Future-House/paper-qa/pull/772
* Missing `None` failovers in LDP shims by jamesbraza in https://github.com/Future-House/paper-qa/pull/774
* Dropping `refurb` in favor of its `ruff` port by jamesbraza in https://github.com/Future-House/paper-qa/pull/773
* Converting `add_texts_and_embeddings` to async by ThomasRochefortB in https://github.com/Future-House/paper-qa/pull/778
* Add clinical trials search tool by mskarlin in https://github.com/Future-House/paper-qa/pull/777
* chore(deps): lock file maintenance by renovate in https://github.com/Future-House/paper-qa/pull/769
* Replace `raise_for_status` return `None` with Mock() in clinical trials test by mskarlin in https://github.com/Future-House/paper-qa/pull/785
* Docs around embeddings and agentic usage by jamesbraza in https://github.com/Future-House/paper-qa/pull/780
* Moved to `MultipleChoiceQuestion`/`MultipleChoiceEvaluation` from `aviary` by jamesbraza in https://github.com/Future-House/paper-qa/pull/768
* Feat/qdrant docs reconstruct by ThomasRochefortB in https://github.com/Future-House/paper-qa/pull/776
* Removed dead test cassettes by jamesbraza in https://github.com/Future-House/paper-qa/pull/788
New Contributors
* Anush008 made their first contribution in https://github.com/Future-House/paper-qa/pull/730
* ThomasRochefortB made their first contribution in https://github.com/Future-House/paper-qa/pull/778
**Full Changelog**: https://github.com/Future-House/paper-qa/compare/v5.8.0...v5.9.0