https://github.com/masci/banks

chatgpt llm nlp openai prompt-engineering prompt-toolkit

Score: 22.56430979259097

Last synced: about 22 hours ago
JSON representation

Repository metadata:

LLM prompt language based on Jinja. Banks provides tools and functions to build prompts text and chat messages from generic blueprints. It allows attaching metadata to prompts to ease their management, and versioning is first-class citizen. Banks provides ways to store prompts on disk along with their metadata.

Host: GitHub
URL: https://github.com/masci/banks
Owner: masci
License: mit
Created: 2023-06-04T14:11:52.000Z (over 3 years ago)
Default Branch: main
Last Pushed: 2026-09-10T10:17:44.000Z (about 2 months ago)
Last Synced: 2026-10-24T16:35:14.240Z (9 days ago)
Topics: chatgpt, llm, nlp, openai, prompt-engineering, prompt-toolkit
Language: Python
Homepage: https://masci.github.io/banks/
Size: 697 KB
Stars: 129
Watchers: 3
Forks: 21
Open Issues: 1
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Agents: AGENTS.md
- Claude: CLAUDE.md

Owner metadata:

Name: Massimiliano Pippi
Login: masci
Email:
Kind: user
Description: ex @run-llama @datadog @elastic @arduino
Website: https://dev.pippi.im
Location: Italy
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/7241?u=b3e7c4ce1cea04f0ed6ae1540162bbaf2a5c3318&v=4
Repositories: 80
Last Synced at: 2026-10-28T02:32:35.835Z
Profile URL: https://github.com/masci

GitHub Events

Total

Create event: 30
Delete event: 18
Fork event: 16
Issue comment event: 38
Issues event: 24
Pull request event: 59
Pull request review comment event: 10
Pull request review event: 21
Push event: 163
Release event: 11
Watch event: 54
Total: 444

Last Year

Create event: 3
Delete event: 2
Fork event: 2
Issue comment event: 4
Issues event: 1
Pull request event: 7
Pull request review comment event: 5
Pull request review event: 6
Push event: 27
Watch event: 4
Total: 61

Committers metadata

Last synced: 2 days ago

Total Commits: 232
Total Committers: 10
Avg Commits per committer: 23.2
Development Distribution Score (DDS): 0.103

Commits in past year: 26
Committers in past year: 4
Avg Commits per committer in past year: 6.5
Development Distribution Score (DDS) in past year: 0.462

Name	Email	Commits
Massimiliano Pippi	m**i@g**m	208
github-actions[bot]	g****]	8
Benjamin Schloss	b**s@s**m	3
Mayank Jobanputra	m**a@g**m	3
Logan	l**h@l**m	3
Stefano Fiorucci	s**i@g**m	2
Clelia (Astra) Bertelli	1****t	2
Qi Yu	y**3@g**m	1
Krystof Olik	4****a	1
Fabian Affolter	m**l@f**h	1

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 15
Total pull requests: 91
Average time to close issues: 3 days
Average time to close pull requests: about 23 hours
Total issue authors: 10
Total pull request authors: 8
Average comments per issue: 0.93
Average comments per pull request: 0.73
Merged pull request: 86
Bot issues: 0
Bot pull requests: 0

Past year issues: 1
Past year pull requests: 6
Past year average time to close issues: 31 minutes
Past year average time to close pull requests: 2 days
Past year issue authors: 1
Past year pull request authors: 2
Past year average comments per issue: 1.0
Past year average comments per pull request: 2.0
Past year merged pull request: 5
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/masci/banks

Top Issue Authors

logan-markewich (5)
anakin87 (2)
neerajprad (1)
TuanaCelik (1)
alex-stoica (1)
MrSpejn (1)
HaveF (1)
nicpottier (1)
jankesec (1)
AstraBert (1)

Top Pull Request Authors

masci (69)
logan-markewich (6)
mayankjobanputra (5)
anakin87 (4)
fabaff (2)
AstraBert (2)
ArmykOliva (2)
Copilot (1)

Top Issue Labels

Top Pull Request Labels

Package metadata

Total packages: 4
Total downloads:
- pypi: 4,845,908 last-month
- conda: 310 total
Total docker downloads: 2,328
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 1 (may contain duplicates)
Total versions: 46
Total maintainers: 2
Total advisories: 4

nixpkgs-unstable: python313Packages.banks

Module that provides tools and functions to build prompts text and chat messages from generic blueprints

Homepage: https://github.com/masci/banks
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/banks/default.nix#L62
Licenses: MIT
Latest release: 2.5.1 (published 1 day ago)
Last Synced: 2026-11-01T10:47:45.777Z (1 day ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 3.887%
- Stargazers count: 7.68%
- Forks count: 7.868%
Maintainers (1)
- fabaff

pypi.org: banks

A prompt programming language

Homepage:
Documentation: https://github.com/masci/banks#readme
Licenses: MIT
Latest release: 2.5.1 (published about 2 months ago)
Last Synced: 2026-11-01T06:21:06.417Z (1 day ago)
Versions: 38
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 4,845,908 Last month
Docker Downloads: 2,328
Rankings:
- Dependent packages count: 10.044%
- Average: 20.679%
- Dependent repos count: 21.651%
- Downloads: 30.343%
Maintainers (1)
- masci
Advisories:

anaconda.org: banks

Banks is the linguist professor who will help you generate meaningful LLM prompts using a template language that makes sense.

Homepage: https://github.com/masci/banks
Licenses: MIT
Latest release: 2.4.5 (published 3 months ago)
Last Synced: 2026-07-27T09:03:35.307Z (3 months ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 310 Total
Rankings:
- Dependent packages count: 36.837%
- Dependent repos count: 40.165%
- Stargazers count: 43.474%
- Average: 46.278%
- Forks count: 48.457%
- Downloads: 62.457%

nixpkgs-unstable: python314Packages.banks

Module that provides tools and functions to build prompts text and chat messages from generic blueprints

Homepage: https://github.com/masci/banks
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/banks/default.nix#L62
Licenses: MIT
Latest release: 2.5.1 (published 1 day ago)
Last Synced: 2026-11-01T11:23:24.458Z (1 day ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- fabaff

Dependencies

pyproject.toml pypi

deprecated *
eval-type-backport python_version<'3.10'
griffe *
jinja2 *
platformdirs *
pydantic *

.github/workflows/test.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite
coverallsapp/github-action v2 composite
redis * docker

.github/workflows/docs.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite

.github/workflows/release.yml actions

actions/checkout v4 composite
ncipollo/release-action v1 composite

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Summary