stanfordnlp/dspy
DSPy: The framework for programming—not prompting—language models
Star History
Momentum
+959
STARS · LAST 30 DAYS
32
PER DAY
#61
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +224 | +959 | +2.9K |
| Per day | 32 | 32 | 32 |
| Forks gained | +17 | +67 | +168 |
dspy gained 959 stars in the last 30 days, about 32 a day, and now has 38.4K. It is about 4 years old and has averaged roughly 9.6K stars a year. It ranks #61 among Python repositories and #272 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#908
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
dspy has maintained a continuous presence across global trending indexes, peaking at #908. Below is the 30-day activity profile:
💡 Overview
dspy is an open-source project written in Python: DSPy: The framework for programming—not prompting—language models.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install dspy⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
dspy coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed dspy into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open MIT license.
🚀 Getting Started
Install dspy using your package manager: `pip install dspy`
Initialize your project workspace or configuration file for dspy.
Import dspy into your codebase or invoke it directly from your terminal.
Execute your test suite or run `dspy --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
stanfordnlp/dspy is currently ranked #272 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #267 | preactjs/preact | JavaScript | ★ 38.9K | Compare ↗ |
| #268 | lapce/lapce | Rust | ★ 38.9K | Compare ↗ |
| #269 | volcengine/OpenViking | Python | ★ 38.7K | Compare ↗ |
| #270 | xyflow/xyflow | TypeScript | ★ 38.5K | Compare ↗ |
| #271 | dotnet/aspnetcore | C# | ★ 38.5K | Compare ↗ |
| #272 | stanfordnlp/dspy This Project | Python | ★ 38.4K | |
| #273 | PhilJay/MPAndroidChart | Kotlin | ★ 38.2K | Compare ↗ |
| #274 | servo/servo | Rust | ★ 38K | Compare ↗ |
| #275 | vlang/v | V | ★ 37.9K | Compare ↗ |
| #276 | eugenp/tutorials | Java | ★ 37.3K | Compare ↗ |
| #277 | fastify/fastify | JavaScript | ★ 37.2K | Compare ↗ |
Frequently Asked Questions
What does dspy do? +
DSPy: The framework for programming—not prompting—language models
What language is dspy written in? +
The primary language is Python. Topics include: software.
Is dspy actively maintained? +
Yes, the last recorded push was on Sep 26, 2026 with 741 open issues being tracked.
How many stars does dspy have? +
dspy has 38,353 stars and 3,367 forks on GitHub.
How does dspy rank among GitHub repositories? +
With 38,353 stars, stanfordnlp/dspy is ranked #272 globally across all repositories tracked on GitHubRepo and #61 among Python projects.
What license is dspy distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
