https://github.com/stanfordnlp/dspy
Score: 32.324860019923285
Last synced: about 9 hours ago
JSON representation
Repository metadata:
DSPy: The framework for programming—not prompting—language models
- Host: GitHub
- URL: https://github.com/stanfordnlp/dspy
- Owner: stanfordnlp
- License: mit
- Created: 2023-01-09T21:01:51.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2026-08-24T13:44:14.000Z (1 day ago)
- Last Synced: 2026-08-24T13:48:59.346Z (1 day ago)
- Language: Python
- Homepage: https://dspy.ai
- Size: 173 MB
- Stars: 37,559
- Watchers: 209
- Forks: 3,251
- Open Issues: 648
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Security: SECURITY.md
Owner metadata:
- Name: Stanford NLP
- Login: stanfordnlp
- Email:
- Kind: organization
- Description:
- Website: nlp.stanford.edu
- Location: Stanford, CA
- Twitter: stanfordnlp
- Company:
- Icon url: https://avatars.githubusercontent.com/u/3046006?v=4
- Repositories: 50
- Last Synced at: 2024-05-22T00:04:14.952Z
- Profile URL: https://github.com/stanfordnlp
Committers metadata
Last synced: 6 days ago
Total Commits: 3,833
Total Committers: 444
Avg Commits per committer: 8.633
Development Distribution Score (DDS): 0.784
Commits in past year: 479
Committers in past year: 104
Avg Commits per committer in past year: 4.606
Development Distribution Score (DDS) in past year: 0.708
| Name | Commits | |
|---|---|---|
| Omar Khattab | o****t | 829 |
| Chen Qian | c****n@d****m | 264 |
| Isaac Miller | 1****r | 261 |
| arnavsinghvi11 | 5****1 | 192 |
| TomuHirata | t****a@g****m | 177 |
| Herumb Shandilya | h****3@g****m | 174 |
| Thomas D Ahle | t****s@a****k | 84 |
| Connor Shorten | c****0@g****m | 77 |
| Shangyint | s****n@b****u | 66 |
| Amir Mehr | a****r@s****m | 64 |
| klopsahlong | k****g@g****m | 60 |
| dilara | 2****u | 51 |
| dependabot[bot] | 4****] | 47 |
| Isaac Miller | i****r@a****m | 47 |
| manishshettym | m****s@b****u | 46 |
| dbczumar | c****r@d****m | 44 |
| Anindyadeep | p****p@g****m | 43 |
| KCaverly | k****y@g****m | 41 |
| Michael Ryan | m****7@g****u | 41 |
| Franck Stephane Ndzomga | n****s@g****m | 39 |
| alejandro | a****a@s****m | 32 |
| Sri Vardhamanan | s****0@g****m | 30 |
| Maxime Rivest | m****2@g****m | 25 |
| Tom Dörr | t****6@g****m | 24 |
| JONEMI19 | m****4@k****m | 19 |
| Lakshya A Agrawal | l****l@b****u | 19 |
| Rick Battle | r****e@s****m | 19 |
| Dhar Rawal | d****l@r****m | 19 |
| Christopher Tee | c****e@g****m | 18 |
| Michael Jones | m****l@r****m | 18 |
| and 414 more... | ||
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 3,800
Total pull requests: 2,702
Average time to close issues: 14 days
Average time to close pull requests: 20 days
Total issue authors: 931
Total pull request authors: 584
Average comments per issue: 0.93
Average comments per pull request: 1.06
Merged pull request: 1,622
Bot issues: 0
Bot pull requests: 23
Past year issues: 144
Past year pull requests: 395
Past year average time to close issues: 22 days
Past year average time to close pull requests: 21 days
Past year issue authors: 109
Past year pull request authors: 136
Past year average comments per issue: 1.61
Past year average comments per pull request: 1.37
Past year merged pull request: 128
Past year bot issues: 0
Past year bot pull requests: 23
Top Issue Authors
- stanleynanata (340)
- codegenius88 (105)
- waatimhil (99)
- hulera (91)
- dedewando (88)
- FortuneHotel (87)
- susancbateman (82)
- kDf521W (81)
- isamtair-m (80)
- jumiangoo (68)
- adontative (66)
- mosafermammad (58)
- papongo (57)
- aninditafhk (56)
- ahtongjkuen (53)
Top Pull Request Authors
- chenmoneygithub (457)
- TomeHirata (255)
- isaacbmiller (157)
- okhat (147)
- arnavsinghvi11 (89)
- dbczumar (42)
- krypticmouse (39)
- klopsahlong (31)
- hmoazam (27)
- sushmanthreddy (27)
- thomasahle (25)
- XenonMolecule (22)
- ammirsm (21)
- dependabot[bot] (21)
- CShorten (21)
Top Issue Labels
- bug (336)
- enhancement (149)
- Behavior 2.5 (23)
- LM Issues (17)
- good first issue (7)
- adapters (6)
- documentation (4)
- mass coding agent (3)
- help wanted (3)
- Parse Issues (2)
- finetuning (1)
- deployment (1)
Top Pull Request Labels
- Behavior 2.5 (30)
- dependencies (23)
- codex (23)
- minor (11)
- python (8)
- github_actions (7)
- python:uv (6)
- dspy 3.0 (6)
- documentation (6)
- enhancement (6)
- mass coding agent (4)
- next_minor (1)
- 3.4 (1)
Package metadata
- Total packages: 6
-
Total downloads:
- conda: 430 total
- pypi: 6,440,994 last-month
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 3 (may contain duplicates)
- Total versions: 193
- Total maintainers: 5
- Total advisories: 1
proxy.golang.org: github.com/stanfordnlp/dspy
- Homepage:
- Documentation: https://pkg.go.dev/github.com/stanfordnlp/dspy#section-documentation
- Licenses: mit
- Latest release: v2.4.13+incompatible (published about 2 years ago)
- Last Synced: 2026-08-24T14:03:29.014Z (1 day ago)
- Versions: 6
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.528%
- Average: 6.747%
- Dependent repos count: 6.966%
pypi.org: unpage-dspy
DSPy
- Homepage:
- Documentation: https://unpage-dspy.readthedocs.io/
- Licenses: MIT
- Latest release: 3.0.0 (published about 1 year ago)
- Last Synced: 2026-08-24T13:50:26.286Z (1 day ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 12 Last month
-
Rankings:
- Stargazers count: 0.33%
- Forks count: 0.666%
- Dependent packages count: 8.696%
- Average: 14.675%
- Dependent repos count: 49.007%
- Maintainers (1)
pypi.org: dspy
DSPy
- Homepage:
- Documentation: https://dspy.readthedocs.io/
- Licenses: MIT License Copyright (c) 2023 Stanford Future Data Systems Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
- Latest release: 3.3.1 (published 4 days ago)
- Last Synced: 2026-08-24T13:49:40.773Z (1 day ago)
- Versions: 113
- Dependent Packages: 0
- Dependent Repositories: 3
- Downloads: 6,440,940 Last month
-
Rankings:
- Dependent repos count: 8.977%
- Dependent packages count: 10.06%
- Downloads: 15.125%
- Average: 17.728%
- Forks count: 22.608%
- Stargazers count: 31.869%
- Maintainers (3)
- Advisories:
pypi.org: dspy-async
DSPy
- Homepage:
- Documentation: https://dspy-async.readthedocs.io/
- Licenses: MIT License
- Latest release: 2.6.17 (published over 1 year ago)
- Last Synced: 2026-08-24T13:50:26.281Z (1 day ago)
- Versions: 7
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 18 Last month
-
Rankings:
- Dependent packages count: 9.541%
- Average: 31.632%
- Dependent repos count: 53.724%
- Maintainers (1)
pypi.org: test-pkg-hmoazam
DSPy
- Homepage: https://github.com/stanfordnlp/dspy
- Documentation: https://test-pkg-hmoazam.readthedocs.io/
- Licenses: MIT License
- Latest release: 5.11.44 (published over 1 year ago)
- Last Synced: 2026-08-24T13:49:40.751Z (1 day ago)
- Versions: 63
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 24 Last month
-
Rankings:
- Dependent packages count: 9.476%
- Average: 35.998%
- Dependent repos count: 62.519%
- Maintainers (1)
anaconda.org: dspy
DSPy: The framework for programming—not prompting—foundation models
- Homepage: https://github.com/stanfordnlp/dspy
- Licenses: MIT
- Latest release: 3.2.1 (published about 2 months ago)
- Last Synced: 2026-07-03T13:19:35.684Z (about 2 months ago)
- Versions: 3
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 430 Total
-
Rankings:
- Dependent packages count: 40.282%
- Average: 42.102%
- Dependent repos count: 43.922%
Dependencies
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- 144 dependencies
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- actions/setup-python v3 composite
- pypa/gh-action-pypi-publish release/v1 composite
- stefanzweifel/git-auto-commit-action v5 composite
- mistune ==3.0.2
- mkdocs-jupyter *
- mkdocs-llmstxt >=0.3.0
- mkdocs-material *
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- mkdocstrings *
- mkdocstrings-python *
- urllib3 ==1.26.6
- actions/checkout v3 composite
- actions/setup-node v3 composite
- cpina/github-action-push-to-another-repository main composite
- dspy >=3.1.0b1
- 159 dependencies
- Slashgear/action-check-pr-title main composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- jitterbit/get-changed-files master composite
- dspy https://github.com/stanfordnlp/dspy.git#
- mistune ==3.0.2
- mkdocs-jupyter *
- mkdocs-material *
- mkdocs-material[imaging] *
- mkdocs-redirects *
- mkdocstrings *
- mkdocstrings-python *
- urllib3 ==1.26.6
- anyio *
- asyncer ==0.0.8
- cachetools >=5.5.0
- cloudpickle >=3.0.0
- diskcache >=5.6.0
- gepa [dspy]==0.0.22
- json-repair >=0.54.2
- litellm >=1.64.0
- numpy >=1.26.0
- openai >=0.28.1
- optuna >=3.4.0
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- pydantic >=2.0
- regex >=2023.10.3
- requests >=2.31.0
- tenacity >=8.2.3
- tqdm >=4.66.1
- xxhash >=3.5.0