by ax-llm · LLM Plugin · ★ 2.8k
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Ax — DSPy for TypeScript / Python / Java / C++ / Go / Rust and more One programming model for building with LLMs across TypeScript, Python, Java, C++, Go, and Rust. Ax is TypeScript-first and ships today as . The same signatures, provider mappings, agents, flows, runtime contracts, and optimizers are also compiled into verified generated Python, Java, C++, Go, and Rust libraries. What Ax is Signatures for typed structured generation: string DSL, fluent builder, or any Standard Schema v1 validator — Zod, Valibot, ArkType. Provider abstraction across OpenAI-compatible endpoints, OpenAI Responses, Anthropic, Gemini, Grok/xAI, Mistral, Cohere, Reka, DeepSeek, Azure OpenAI, audio, and realtime event streams. Agents with runtime execution, context budgets, checkpoints, action-log replay, discovery, memory, skills, and delegation. Flows as typed program graphs with branches, loops, feedback, cache behavior, parallel execution, and projection. Optimizers including GEPA, few-shot bootstrapping, por
| Stars | 2,779 |
| Forks | 177 |
| Language | TypeScript |
| Category | LLM Plugin |
| License | Apache-2.0 |
| Quality Score | 53.21/100 |
| Open Issues | 13 |
| Last Updated | 2026-06-21 |
| Created | 2023-02-23 |
| Platforms | browser, claude-code, gemini, node |
| Est. Tokens | ~20k |
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ax is The pretty much "official" DSPy framework for Typescript. It is categorized as a LLM Plugin with 2.8k GitHub stars.
ax is primarily written in TypeScript. It covers topics such as ai, anthropic, claude.
You can find installation instructions and usage details in the ax GitHub repository at github.com/ax-llm/ax. The project has 2.8k stars and 177 forks, indicating an active community.
ax is released under the Apache-2.0 license, making it free to use and modify according to the license terms.
The top alternatives to ax on Agent Skills Hub include voltagent, aide, code-interpreter. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.