v4.6.0

What's Changed

• Removed extra space from select_paper_prompt by @jamesbraza in https://github.com/whitead/paper-qa/pull/275
• Configurability of SparseEmbeddingModel from embedding_model_factory by @jamesbraza in https://github.com/whitead/paper-qa/pull/274

Full Changelog: whitead/paper-qa@v4.5.2...v4.6.0

v4.5.2

What's Changed

• Cleaning-up formatting on json mode by @whitead in https://github.com/whitead/paper-qa/pull/271
• Fixed flaky add_texts test by @whitead in https://github.com/whitead/paper-qa/pull/272

Full Changelog: whitead/paper-qa@v4.5.1...v4.5.2

v4.5.1

What's Changed

• dev extra and cleaned up CI by @jamesbraza in https://github.com/whitead/paper-qa/pull/263
• CI pip caching by @jamesbraza in https://github.com/whitead/paper-qa/pull/266
• More robust JSON parsing by @whitead in https://github.com/whitead/paper-qa/pull/270

Full Changelog: whitead/paper-qa@v4.5.0...v4.5.1

v4.5.0

What's Changed

• Delaying of state mutation in Docs.aadd_texts by @jamesbraza in https://github.com/whitead/paper-qa/pull/264

Full Changelog: whitead/paper-qa@v4.4.1...v4.5.0

v4.4.1

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: whitead/paper-qa@v4.4.0...v4.4.1

v4.4.0

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: whitead/paper-qa@v4.3.0...v4.4.0

v4.3.0

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: whitead/paper-qa@v4.2.1...v4.3.0

v4.2.1

What's Changed

• Fixed bug for mixed encoding types from numpy by @whitead in https://github.com/whitead/paper-qa/pull/253

Full Changelog: whitead/paper-qa@v4.2.0...v4.2.1

v4.2.0

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: whitead/paper-qa@v4.1.1...v4.2.0

v4.1.1

What's Changed

• Fixed MMR alg on not correctly choosing most similar

Full Changelog: whitead/paper-qa@v4.1.0...v4.1.1