https://github.com/Future-House/paper-qa

ai rag science search

Score: 23.890894205786992

Last synced: about 9 hours ago
JSON representation

Repository metadata:

High accuracy RAG for answering questions from scientific documents with citations

Host: GitHub
URL: https://github.com/Future-House/paper-qa
Owner: Future-House
License: apache-2.0
Created: 2023-02-05T01:07:25.000Z (over 3 years ago)
Default Branch: main
Last Pushed: 2026-09-25T01:12:03.000Z (9 days ago)
Last Synced: 2026-09-28T16:50:34.659Z (6 days ago)
Topics: ai, rag, science, search
Language: Python
Homepage: https://futurehouse.gitbook.io/futurehouse-cookbook
Size: 44.6 MB
Stars: 9,263
Watchers: 67
Forks: 922
Open Issues: 150
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Citation: CITATION.cff

Owner metadata:

Name: FutureHouse
Login: Future-House
Email: hello@futurehouse.org
Kind: organization
Description:
Website: futurehouse.org
Location: United States of America
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/131727825?v=4
Repositories: 1
Last Synced at: 2026-10-03T03:52:02.764Z
Profile URL: https://github.com/Future-House

GitHub Events

Total

Create event: 422
Delete event: 373
Discussion event: 2
Fork event: 229
Issue comment event: 638
Issues event: 198
Member event: 4
Pull request event: 867
Pull request review comment event: 1126
Pull request review event: 1445
Push event: 1524
Release event: 34
Watch event: 1663
Total: 8525

Last Year

Create event: 83
Delete event: 70
Discussion event: 2
Fork event: 36
Issue comment event: 101
Issues event: 30
Member event: 1
Pull request event: 266
Pull request review comment event: 172
Pull request review event: 252
Push event: 280
Release event: 2
Watch event: 242
Total: 1537

Committers metadata

Last synced: 1 day ago

Total Commits: 925
Total Committers: 41
Avg Commits per committer: 22.561
Development Distribution Score (DDS): 0.485

Commits in past year: 164
Committers in past year: 8
Avg Commits per committer in past year: 20.5
Development Distribution Score (DDS) in past year: 0.213

Name	Email	Commits
James Braza	j**a@g**m	476
Andrew White	w**w@g**m	222
renovate[bot]	2****]	78
mskarlin	1****n	55
Mayk Caldas	m**s@g**m	16
Joaquin Polonuer	3****r	12
geemi725	g**e@g**m	10
Siddharth Narayanan	s****n	8
Miles Cranmer	m**r@g**m	5
Tyler Nadolski	1****t	5
深度碎片	E****e	2
takeru.fukushima.	1****a	2
scott------	u**s@g**m	2
odhran-o-d	3****d	2
harryvu-futurehouse	h**y@f**g	2
Tobias Diez	c**e@t**m	2
Thomas Rochefort-Beaudoin	4****B	2
Anush	a**0@g**m	1
At4	5****2	1
B. Ogan Mancarcı	o**i@g**m	1
xloem	0**m@g**m	1
rosepolle	9****e	1
markenki	m**i@h**m	1
foreverallama	3****a	1
dakoner	d**r@g**m	1
Tabish Mir	t**2@g**m	1
Sam Cox	s**0@u**u	1
Philipp S. L. Schäfer	6****r	1
Nate Fisher	t****r	1
Mark Henwood	m****d	1
and 11 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 264
Total pull requests: 891
Average time to close issues: 5 months
Average time to close pull requests: 9 days
Total issue authors: 150
Total pull request authors: 53
Average comments per issue: 1.56
Average comments per pull request: 0.35
Merged pull request: 723
Bot issues: 1
Bot pull requests: 91

Past year issues: 7
Past year pull requests: 33
Past year average time to close issues: about 6 hours
Past year average time to close pull requests: 6 days
Past year issue authors: 6
Past year pull request authors: 19
Past year average comments per issue: 3.29
Past year average comments per pull request: 0.24
Past year merged pull request: 9
Past year bot issues: 0
Past year bot pull requests: 2

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/Future-House/paper-qa

Top Issue Authors

jamesbraza (33)
Snikch63200 (30)
whitead (8)
Litreviewing (6)
jacknguyen0810 (5)
FahaxikiHoney (5)
maspotts (4)
mskarlin (4)
gdurif (4)
MadhuAnbalagan (3)
geemi725 (3)
plbremer (3)
Pellarin (3)
n400peanuts (3)
willwzc (3)

Top Pull Request Authors

jamesbraza (522)
renovate[bot] (91)
mskarlin (76)
whitead (46)
maykcaldas (32)
JoaquinPolonuer (25)
nadolskit (9)
sidnarayanan (8)
ThomasRochefortB (6)
geemi725 (5)
g-simmons (5)
eamag (4)
harryvu-futurehouse (4)
tobiasdiez (3)
krudo-taco (3)

Top Issue Labels

bug (51)
enhancement (29)
question (20)
lgtm (6)
documentation (5)
size:M (3)
needs information (2)
size:L (2)
size:S (1)
good first issue (1)

Top Pull Request Labels

lgtm (505)
enhancement (363)
bug (310)
size:XS (214)
size:M (183)
size:S (179)
size:L (101)
documentation (85)
size:XL (11)
size:XXL (8)
needs information (1)
request-manual-qa (1)
messaging (1)

Package metadata

Total packages: 3
Total downloads:
- pypi: 61,516 last-month
Total docker downloads: 14
Total dependent packages: 5 (may contain duplicates)
Total dependent repositories: 4 (may contain duplicates)
Total versions: 479
Total maintainers: 1

pypi.org: paper-qa

LLM Chain for answering questions from docs

Homepage:
Documentation: https://paper-qa.readthedocs.io/
Licenses: Apache Software License
Latest release: 2026.8.12 (published about 2 months ago)
Last Synced: 2026-10-03T02:38:57.426Z (1 day ago)
Versions: 169
Dependent Packages: 5
Dependent Repositories: 4
Downloads: 61,516 Last month
Docker Downloads: 14
Rankings:
- Stargazers count: 1.341%
- Dependent packages count: 2.367%
- Forks count: 2.907%
- Average: 3.848%
- Downloads: 4.349%
- Docker downloads count: 4.628%
- Dependent repos count: 7.495%
Maintainers (1)
- whitead

proxy.golang.org: github.com/Future-House/paper-qa

Homepage:
Documentation: https://pkg.go.dev/github.com/Future-House/paper-qa#section-documentation
Licenses: apache-2.0
Latest release: v2025.12.23+incompatible (published 9 months ago)
Last Synced: 2026-10-03T02:02:55.904Z (1 day ago)
Versions: 155
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.644%
- Average: 4.8%
- Dependent repos count: 4.956%

proxy.golang.org: github.com/future-house/paper-qa

Homepage:
Documentation: https://pkg.go.dev/github.com/future-house/paper-qa#section-documentation
Licenses: apache-2.0
Latest release: v2025.12.23+incompatible (published 9 months ago)
Last Synced: 2026-10-03T02:02:52.062Z (1 day ago)
Versions: 155
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.644%
- Average: 4.8%
- Dependent repos count: 4.956%

Dependencies

.github/workflows/build.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite
pypa/gh-action-pypi-publish master composite

.github/workflows/tests.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

packages/paper-qa-nemotron/pyproject.toml pypi

fhaviary [image]
fhlmi >=0.27.0
litellm >=1.71.0
numpy *
paper-qa *
pillow *
pypdfium2 >=4.22.0
tenacity *

packages/paper-qa-pypdf/pyproject.toml pypi

paper-qa *
pypdf >=3

pyproject.toml pypi

anyio *
fhaviary [llm]>=0.27
fhlmi >=0.41.0
html2text *
httpx *
httpx-aiohttp *
numpy *
paper-qa-pypdf *
pybtex *
pydantic ~=2.0,>=2.10.1
pydantic-settings *
rich *
setuptools *
tantivy *
tenacity *
tiktoken >=0.4.0

packages/paper-qa-docling/pyproject.toml pypi

docling >=2
docling-core >=2
docling-parse <5
paper-qa *

uv.lock pypi

293 dependencies

packages/paper-qa-pymupdf/pyproject.toml pypi

paper-qa *
pymupdf >=1.24.12

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Summary