ax

ax-llm•PUBLIC

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The pretty much "official" DSPy framework for Typescript

aianthropicclaudecoheredspygemini

Apache License 2.0

Created on Feb 23, 2023

Updated on Apr 5, 2026

Stars

2.5k

Forks

157

Watchers

2.5k

Open Issues

31

Repository Health Score

🧡

69/100

Fair

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

Issues Analytics

29

Total Issues

All time

10

Open

34% of total

19

Closed

66% of total

1w

Avg Close Time

Avg response

Issues Activity: Last 6 months

Top Labels

Hottest Issues

1

#486 GPT token cache

12

Recent Commits

feat: add GPT-5.4 models + fix: pass chatReqUpdater through Azure OpenAI (#505)

archas•2 days ago

6cef135View on GitHub

chore: release v19.0.41

Spacy•3 days ago

2ed21a3View on GitHub

Route Vertex Gemini models by API version

Spacy•3 days ago

6a060c3View on GitHub

chore: release v19.0.40

Spacy•3 days ago

9ececb5View on GitHub

Copy package README into dist before publish

Spacy•3 days ago

55d4d14View on GitHub

chore: release v19.0.39

Spacy•3 days ago

b55f20cView on GitHub

fix: gemini 3.1 pro vertex fixes

Spacy•3 days ago

979383dView on GitHub

chore: release v19.0.38

Spacy•1 week ago

8937803View on GitHub

feat: chat logs for training data

Spacy•1 week ago

874e38fView on GitHub

chore: release v19.0.37

Spacy•1 week ago

3b6fe29View on GitHub

fix: various fixes

Spacy•1 week ago

f50828cView on GitHub

fix: preserve thought_signature in Gemini 3 context cache paths (#502)

Amit•1 week ago

31e2f95View on GitHub

feat: refresh system prompt <available_functions> after ctx.addFunctions() (#501)

Amit•1 week ago

6d8517cView on GitHub

Fix README.md links (#498)

Konrad Talik•1 week ago

86d24e7View on GitHub

feat(dsp): add customTemplate option to AxGen (#499)

archas•1 week ago

63e496eView on GitHub

View all commits

google

google-gemini

gpt-4

javascript

large-language-models

llm

nodejs

ollama

openai

opensource

rag

typescript

vectordb

webllm

Community

2,514 stars, 157 forks

4/30

13%

Documentation

Has description, license

15/20

75%

Maintenance

1.2% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

TypeScript

95.6%

Python

1.8%

JavaScript

1.0%

Astro

0.6%

HTML

0.5%

CSS

0.3%

Shell

0.1%

Dockerfile

0.0%

MDX

0.0%

Dependencies23 total

0

Production

23

Development

Development Dependencies (23)

@biomejs/biome^2.1.1

@release-it/bumper^7.0.5

@release-it/conventional-changelog^10.0.1

@total-typescript/tsconfig

Top Contributors

1

dosco

User

1.3k

commits

2

joshvfleming

User

58

commits

3

amitdeshmukh

User

10

commits

4

karol-f

User

9

commits

5

monotykamary

User

8

commits

6

yamitzky

User

6

commits

7

dependabot[bot]

Bot

6

commits

8

google-labs-jules[bot]

Bot

6

commits

9

marcbuils

User

5

commits

10

TYRONEMICHAEL

User

4

commits

Languages

TypeScript

95.6%

Python

1.8%

JavaScript

1.0%

Astro

0.6%

HTML

0.5%

CSS

0.3%

Shell

0.1%

Dockerfile

0.0%

MDX

0.0%

Dependencies23 total

0

Production

23

Development

Development Dependencies (23)

@biomejs/biome^2.1.1

@release-it/bumper^7.0.5

@release-it/conventional-changelog^10.0.1

@total-typescript/tsconfig

^1.0.4

@types/node^22.13.10

c8^10.1.3

cspell^8.17.3

cz-conventional-changelog^3.0.1

gh-pages^6.1.1

glob^11.0.1

husky^9.0.0

npm-run-all2^8.0.4

release-it^19.0.3

standard-version^9.5.0

tsd^0.32.0

tsimp^2.0.12

tsup^8.5.0

tsx^4.19.4

typedoc^0.28.5

typedoc-plugin-frontmatter^1.2.1

typedoc-plugin-markdown^4.4.2

typescript^5.8.3

vitest^3.2.1

@ax-llm/ax-monorepov19.0.41

Issues Analytics

29

Total Issues

All time

10

Open

34% of total

19

Closed

66% of total

1w

Avg Close Time

Avg response

Issues Activity: Last 6 months

Top Labels

Hottest Issues

1

#486 GPT token cache

12

1

open

2

#463 GEPA optimizer broken and produces default prompt as instruction

jules

12

closed

3

#483 Auto-installing Claude skill should be opt-in, not automatic

9

1

open

4

#433 ACE optimizer input/output confusion

jules

5

1

closed

5

#469 Why isn't the same structure used in System and Response templates as in DSPy?

4

1

closed

Top Contributors

1

dosco

User

1.3k

commits

2

joshvfleming

User

58

commits

3

amitdeshmukh

User

10

commits

4

karol-f

User

9

commits

5

monotykamary

User

8

commits

6

yamitzky

User

6

commits

7

dependabot[bot]

Bot

6

commits

8

google-labs-jules[bot]

Bot

6

commits

9

marcbuils

User

5

commits

10

TYRONEMICHAEL

User

4

commits

Recent Commits

feat: add GPT-5.4 models + fix: pass chatReqUpdater through Azure OpenAI (#505)

archas•2 days ago

6cef135View on GitHub

chore: release v19.0.41

Spacy•3 days ago

2ed21a3View on GitHub

Route Vertex Gemini models by API version

Spacy•3 days ago

6a060c3View on GitHub

chore: release v19.0.40

Spacy•3 days ago

9ececb5View on GitHub

Copy package README into dist before publish

Spacy•3 days ago

55d4d14View on GitHub

chore: release v19.0.39

Spacy•3 days ago

b55f20cView on GitHub

fix: gemini 3.1 pro vertex fixes

Spacy•3 days ago

979383dView on GitHub

chore: release v19.0.38

Spacy•1 week ago

8937803View on GitHub

feat: chat logs for training data

Spacy•1 week ago

874e38fView on GitHub

chore: release v19.0.37

Spacy•1 week ago

3b6fe29View on GitHub

fix: various fixes

Spacy•1 week ago

f50828cView on GitHub

fix: preserve thought_signature in Gemini 3 context cache paths (#502)

Amit•1 week ago

31e2f95View on GitHub

feat: refresh system prompt <available_functions> after ctx.addFunctions() (#501)

Amit•1 week ago

6d8517cView on GitHub

Fix README.md links (#498)

Konrad Talik•1 week ago

86d24e7View on GitHub

feat(dsp): add customTemplate option to AxGen (#499)

archas•1 week ago

63e496eView on GitHub

View all commits

GitHub Explorer

ax

Score Breakdown

Issues Activity: Last 6 months

Top Labels

Hottest Issues

Development Dependencies (23)

Development Dependencies (23)

Issues Activity: Last 6 months

Top Labels

Hottest Issues