piwheels

paper-qa

LLM Chain for answering questions from docs

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install paper-qa

Dependencies

• numpy
• pybtex
• fhlmi
• tantivy
• paper-qa-pypdf
• httpx-aiohttp
• fhaviary
• pydantic-settings
• rich
• setuptools
• anyio
• tenacity
• httpx
• tiktoken
• pydantic
• html2text

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
2026.3.12	2026-03-12
paper_qa-2026.3.12-py3-none-any.whl (524 KB)
2026.3.3	2026-03-04
paper_qa-2026.3.3-py3-none-any.whl (524 KB)
2026.2.27	2026-02-28
paper_qa-2026.2.27-py3-none-any.whl (524 KB)
2026.2.16	2026-02-17
paper_qa-2026.2.16-py3-none-any.whl (522 KB)
2026.1.5	2026-01-05
paper_qa-2026.1.5-py3-none-any.whl (523 KB)
2025.12.23	2025-12-23
paper_qa-2025.12.23-py3-none-any.whl (523 KB)
2025.12.19	2025-12-20
paper_qa-2025.12.19-py3-none-any.whl (522 KB)
2025.12.17	2025-12-18
paper_qa-2025.12.17-py3-none-any.whl (522 KB)
5.29.1	2025-08-26
paper_qa-5.29.1-py3-none-any.whl (508 KB)
5.29.0	2025-08-25
paper_qa-5.29.0-py3-none-any.whl (508 KB)
5.28.0	2025-08-05
paper_qa-5.28.0-py3-none-any.whl (525 KB)
5.27.0	2025-07-25
paper_qa-5.27.0-py3-none-any.whl (524 KB)
5.26.0	2025-07-25
paper_qa-5.26.0-py3-none-any.whl (523 KB)
5.25.0	2025-07-18
paper_qa-5.25.0-py3-none-any.whl (523 KB)
5.24.0	2025-07-15
paper_qa-5.24.0-py3-none-any.whl (522 KB)
5.23.0	2025-07-10
paper_qa-5.23.0-py3-none-any.whl (522 KB)
5.22.0	2025-07-15
paper_qa-5.22.0-py3-none-any.whl (520 KB)
5.21.0	2025-05-28
paper_qa-5.21.0-py3-none-any.whl (518 KB)
5.20.0	2025-03-27
paper_qa-5.20.0-py3-none-any.whl (520 KB)
5.19.0	2025-03-13
paper_qa-5.19.0-py3-none-any.whl (520 KB)
5.18.0	2025-03-12
paper_qa-5.18.0-py3-none-any.whl (519 KB)
5.17.0	2025-02-26
paper_qa-5.17.0-py3-none-any.whl (519 KB)
5.16.1	2025-02-25
paper_qa-5.16.1-py3-none-any.whl (518 KB)
5.16.0	2025-02-24
paper_qa-5.16.0-py3-none-any.whl (518 KB)
5.15.0	2025-02-23
paper_qa-5.15.0-py3-none-any.whl (517 KB)
5.14.0	2025-02-22
paper_qa-5.14.0-py3-none-any.whl (516 KB)
5.13.0	2025-02-20
paper_qa-5.13.0-py3-none-any.whl (516 KB)
5.12.0	2025-02-18
paper_qa-5.12.0-py3-none-any.whl (520 KB)
5.11.1	2025-02-05
paper_qa-5.11.1-py3-none-any.whl (519 KB)
5.11.0	2025-01-23
paper_qa-5.11.0-py3-none-any.whl (519 KB)
5.10.2	2025-01-15
paper_qa-5.10.2-py3-none-any.whl (518 KB)
5.10.1	2025-01-11
paper_qa-5.10.1-py3-none-any.whl (518 KB)
5.10.0	2025-01-10
paper_qa-5.10.0-py3-none-any.whl (517 KB)
5.9.2	2025-01-06
paper_qa-5.9.2-py3-none-any.whl (515 KB)
5.9.1	2025-01-06
paper_qa-5.9.1-py3-none-any.whl (515 KB)
5.9.0	2025-01-06
paper_qa-5.9.0-py3-none-any.whl (515 KB)
5.8.0	2024-12-10
paper_qa-5.8.0-py3-none-any.whl (518 KB)
5.7.0	2024-12-04
paper_qa-5.7.0-py3-none-any.whl (517 KB)
5.6.1	2024-12-11
paper_qa-5.6.1-py3-none-any.whl (517 KB)
5.6.0	2024-12-02
paper_qa-5.6.0-py3-none-any.whl (517 KB)
5.5.1	2024-12-03
paper_qa-5.5.1-py3-none-any.whl (516 KB)
5.5.0	2024-11-20
paper_qa-5.5.0-py3-none-any.whl (516 KB)
5.4.0	2024-11-09
paper_qa-5.4.0-py3-none-any.whl (514 KB)
5.3.4	2024-11-18
paper_qa-5.3.4-py3-none-any.whl (512 KB)
5.3.3	2024-11-15
paper_qa-5.3.3-py3-none-any.whl (512 KB)
5.3.2	2024-10-29
paper_qa-5.3.2-py3-none-any.whl (512 KB)
5.3.1	2024-10-23
paper_qa-5.3.1-py3-none-any.whl (512 KB)
5.3.0	2024-10-18
paper_qa-5.3.0-py3-none-any.whl (510 KB)
5.2.1	2024-10-16
paper_qa-5.2.1-py3-none-any.whl (508 KB)
5.2.0	2024-10-11
paper_qa-5.2.0-py3-none-any.whl (506 KB)
5.1.1	2024-10-09
paper_qa-5.1.1-py3-none-any.whl (503 KB)
5.1.0	2024-10-07
paper_qa-5.1.0-py3-none-any.whl (502 KB)
5.0.10	2024-09-27
paper_qa-5.0.10-py3-none-any.whl (490 KB)
5.0.9	2024-09-27
paper_qa-5.0.9-py3-none-any.whl (490 KB)
5.0.8	2024-09-24
paper_qa-5.0.8-py3-none-any.whl (489 KB)
5.0.7	2024-09-21
paper_qa-5.0.7-py3-none-any.whl (489 KB)
5.0.6	2024-09-19
paper_qa-5.0.6-py3-none-any.whl (488 KB)
5.0.5	2024-09-19
paper_qa-5.0.5-py3-none-any.whl (487 KB)
5.0.4	2024-09-17
paper_qa-5.0.4-py3-none-any.whl (485 KB)
5.0.3	2024-09-14
paper_qa-5.0.3-py3-none-any.whl (485 KB)
5.0.2	2024-09-13
paper_qa-5.0.2-py3-none-any.whl (483 KB)
5.0.1	2024-09-11
paper_qa-5.0.1-py3-none-any.whl (479 KB)
5.0.0	2024-09-11
paper_qa-5.0.0-py3-none-any.whl (479 KB)
5.0.0a1 pre-release	2024-08-29
paper_qa-5.0.0a1-py3-none-any.whl (473 KB)
4.9.0	2024-06-28
paper_qa-4.9.0-py3-none-any.whl (45 KB)
4.8.1	2024-06-25
paper_qa-4.8.1-py3-none-any.whl (45 KB)
4.8.0	2024-06-21
paper_qa-4.8.0-py3-none-any.whl (45 KB)
4.7.0	2024-06-06
paper_qa-4.7.0-py3-none-any.whl (45 KB)
4.6.1	2024-06-03
paper_qa-4.6.1-py3-none-any.whl (45 KB)
4.6.0	2024-04-27
paper_qa-4.6.0-py3-none-any.whl (44 KB)
4.5.2	2024-04-18
paper_qa-4.5.2-py3-none-any.whl (44 KB)
4.5.1	2024-04-14
paper_qa-4.5.1-py3-none-any.whl (44 KB)
4.5.0	2024-03-30
paper_qa-4.5.0-py3-none-any.whl (44 KB)
4.4.1	2024-03-30
paper_qa-4.4.1-py3-none-any.whl (44 KB)
4.4.0	2024-03-19
paper_qa-4.4.0-py3-none-any.whl (44 KB)
4.3.0	2024-03-13
paper_qa-4.3.0-py3-none-any.whl (40 KB)
4.2.1	2024-03-12
paper_qa-4.2.1-py3-none-any.whl (38 KB)
4.2.0	2024-03-08
paper_qa-4.2.0-py3-none-any.whl (38 KB)
4.1.1	2024-03-08
paper_qa-4.1.1-py3-none-any.whl (38 KB)
4.1.0	2024-03-08
paper_qa-4.1.0-py3-none-any.whl (38 KB)
4.0.0	2024-03-05
paper_qa-4.0.0-py3-none-any.whl (37 KB)
4.0.0rc11 pre-release	2024-03-05
paper_qa-4.0.0rc11-py3-none-any.whl (38 KB)
4.0.0rc10 pre-release	2024-03-05
paper_qa-4.0.0rc10-py3-none-any.whl (37 KB)
4.0.0rc9 pre-release	2024-03-02
paper_qa-4.0.0rc9-py3-none-any.whl (37 KB)
4.0.0rc8 pre-release	2024-02-22
paper_qa-4.0.0rc8-py3-none-any.whl (37 KB)
4.0.0rc7 pre-release	2024-01-30
paper_qa-4.0.0rc7-py3-none-any.whl (37 KB)
4.0.0rc6 pre-release	2024-01-30
paper_qa-4.0.0rc6-py3-none-any.whl (37 KB)
4.0.0rc5 pre-release	2024-01-29
paper_qa-4.0.0rc5-py3-none-any.whl (37 KB)
4.0.0rc4 pre-release	2024-01-26
paper_qa-4.0.0rc4-py3-none-any.whl (36 KB)
4.0.0rc3 pre-release	2024-01-26
paper_qa-4.0.0rc3-py3-none-any.whl (36 KB)
4.0.0rc2 pre-release	2024-01-23
paper_qa-4.0.0rc2-py3-none-any.whl (35 KB)
4.0.0rc1 pre-release	2024-01-22
paper_qa-4.0.0rc1-py3-none-any.whl (35 KB)
3.13.4	2023-12-05
paper_qa-3.13.4-py3-none-any.whl (31 KB)
3.13.3	2023-12-01
paper_qa-3.13.3-py3-none-any.whl (31 KB)
3.13.2	2023-11-21
paper_qa-3.13.2-py3-none-any.whl (31 KB)
3.13.1	2023-11-20
paper_qa-3.13.1-py3-none-any.whl (30 KB)
3.13.0	2023-11-20
paper_qa-3.13.0-py3-none-any.whl (30 KB)
3.12.0	2023-11-06
paper_qa-3.12.0-py3-none-any.whl (29 KB)
3.11.2	2023-10-31
paper_qa-3.11.2-py3-none-any.whl (29 KB)
3.11.1	2023-09-19
paper_qa-3.11.1-py3-none-any.whl (29 KB)
3.11.0	2023-09-12
paper_qa-3.11.0-py3-none-any.whl (29 KB)
3.10.0	2023-09-07
paper_qa-3.10.0-py3-none-any.whl (29 KB)
3.9.1	2023-09-01
paper_qa-3.9.1-py3-none-any.whl (29 KB)
3.9.0	2023-08-29
paper_qa-3.9.0-py3-none-any.whl (29 KB)
3.8.0	2023-08-24
paper_qa-3.8.0-py3-none-any.whl (29 KB)
3.7.1	2023-08-22
paper_qa-3.7.1-py3-none-any.whl (29 KB)
3.7.0	2023-08-12
paper_qa-3.7.0-py3-none-any.whl (29 KB)
3.6.0	2023-08-08
paper_qa-3.6.0-py3-none-any.whl (29 KB)
3.5.0	2023-07-27
paper_qa-3.5.0-py3-none-any.whl (29 KB)
3.4.1	2023-07-24
paper_qa-3.4.1-py3-none-any.whl (29 KB)
3.4.0	2023-07-22
paper_qa-3.4.0-py3-none-any.whl (29 KB)
3.3.3	2023-07-18
paper_qa-3.3.3-py3-none-any.whl (28 KB)
3.3.2	2023-07-18
paper_qa-3.3.2-py3-none-any.whl (28 KB)
3.3.1	2023-07-15
paper_qa-3.3.1-py3-none-any.whl (28 KB)
3.3.0	2023-07-12
paper_qa-3.3.0-py3-none-any.whl (28 KB)
3.2.1	2023-07-11
paper_qa-3.2.1-py3-none-any.whl (28 KB)
3.2.0	2023-07-10
paper_qa-3.2.0-py3-none-any.whl (28 KB)
3.1.1	2023-06-27
paper_qa-3.1.1-py3-none-any.whl (28 KB)
3.1.0	2023-06-16
paper_qa-3.1.0-py3-none-any.whl (28 KB)
3.0.0	2023-06-14
paper_qa-3.0.0-py3-none-any.whl (28 KB)
3.0.0.dev3 pre-release	2023-06-14
paper_qa-3.0.0.dev3-py3-none-any.whl (28 KB)
3.0.0.dev2 pre-release	2023-06-13
paper_qa-3.0.0.dev2-py3-none-any.whl (27 KB)
3.0.0.dev1 pre-release	2023-06-10
paper_qa-3.0.0.dev1-py3-none-any.whl (27 KB)
3.0.0.dev0 pre-release	2023-06-10
paper_qa-3.0.0.dev0-py3-none-any.whl (27 KB)
2.1.1	2023-06-07
paper_qa-2.1.1-py3-none-any.whl (28 KB)
2.1.0	2023-06-04
paper_qa-2.1.0-py3-none-any.whl (28 KB)
2.0.3	2023-06-02
paper_qa-2.0.3-py3-none-any.whl (28 KB)
2.0.2	2023-05-31
paper_qa-2.0.2-py3-none-any.whl (28 KB)
2.0.1	2023-05-30
paper_qa-2.0.1-py3-none-any.whl (28 KB)
2.0.0	2023-05-30
paper_qa-2.0.0-py3-none-any.whl (28 KB)
1.12.0	2023-05-28
paper_qa-1.12.0-py3-none-any.whl (27 KB)
1.11.0	2023-05-28
paper_qa-1.11.0-py3-none-any.whl (27 KB)
1.10.0	2023-05-26
paper_qa-1.10.0-py3-none-any.whl (27 KB)
1.9.0	2023-05-25
paper_qa-1.9.0-py3-none-any.whl (27 KB)
1.8.0	2023-05-22
paper_qa-1.8.0-py3-none-any.whl (27 KB)
1.6.3	2023-05-20
paper_qa-1.6.3-py3-none-any.whl (26 KB)
1.6.2	2023-05-18
paper_qa-1.6.2-py3-none-any.whl (26 KB)
1.6.1	2023-05-17
paper_qa-1.6.1-py3-none-any.whl (26 KB)
1.6.0	2023-05-16
paper_qa-1.6.0-py3-none-any.whl (26 KB)
1.4.1	2023-05-15
paper_qa-1.4.1-py3-none-any.whl (26 KB)
1.4.0	2023-05-03
paper_qa-1.4.0-py3-none-any.whl (26 KB)
1.3.0	2023-04-29
paper_qa-1.3.0-py3-none-any.whl (26 KB)
1.2.0	2023-04-27
paper_qa-1.2.0-py3-none-any.whl (22 KB)
1.1.1	2023-04-11
paper_qa-1.1.1-py3-none-any.whl (22 KB)
1.1.0	2023-04-10
paper_qa-1.1.0-py3-none-any.whl (22 KB)
1.0.0	2023-04-09
paper_qa-1.0.0-py3-none-any.whl (20 KB)
0.1.0	2023-03-26
paper_qa-0.1.0-py3-none-any.whl (12 KB)
0.0.21	2023-03-06
paper_qa-0.0.21-py3-none-any.whl (12 KB)
0.0.20	2023-03-02
paper_qa-0.0.20-py3-none-any.whl (12 KB)
0.0.19	2023-03-01
paper_qa-0.0.19-py3-none-any.whl (12 KB)
0.0.18	2023-02-28
paper_qa-0.0.18-py3-none-any.whl (12 KB)
0.0.17	2023-02-27
paper_qa-0.0.17-py3-none-any.whl (12 KB)
0.0.16	2023-02-26
paper_qa-0.0.16-py3-none-any.whl (12 KB)
0.0.15	2023-02-26
paper_qa-0.0.15-py3-none-any.whl (12 KB)
0.0.14	2023-02-26
paper_qa-0.0.14-py3-none-any.whl (12 KB)
0.0.13	2023-02-26
paper_qa-0.0.13-py3-none-any.whl (12 KB)
0.0.12	2023-02-25
paper_qa-0.0.12-py3-none-any.whl (11 KB)
0.0.10	2023-02-22
paper_qa-0.0.10-py3-none-any.whl (10 KB)
0.0.9	2023-02-20
paper_qa-0.0.9-py3-none-any.whl (10 KB)
0.0.8	2023-02-15
paper_qa-0.0.8-py3-none-any.whl (10 KB)
0.0.7	2023-02-15
paper_qa-0.0.7-py3-none-any.whl (10 KB)
0.0.6	2023-02-10
paper_qa-0.0.6-py3-none-any.whl (10 KB)
0.0.5	2023-02-09
paper_qa-0.0.5-py3-none-any.whl (10 KB)
0.0.4	2023-02-07
paper_qa-0.0.4-py3-none-any.whl (8 KB)
0.0.3	2023-02-06
paper_qa-0.0.3-py3-none-any.whl (8 KB)
0.0.2	2023-02-06
paper_qa-0.0.2-py3-none-any.whl (8 KB)
0.0.1	2023-02-05
paper_qa-0.0.1-py3-none-any.whl (7 KB)

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