ZHangZHengEric/Sage
An extensible framework for custom, self-evolving AI agents, with configurable agent packages, tools, skills, and multi-round recursive self-improvement (RSI).
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+30
STARS · LAST 30 DAYS
1
PER DAY
#803
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +2 | +30 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +10 | +3 | +10 |
Sage gained 30 stars in the last 30 days, about 1 a day, and now has 1.2K. It is about 1 year old and has averaged roughly 1.2K stars a year. It ranks #803 among Python repositories and #5,719 across all languages on GitHubRepo.
Trending Record
21
DAYS ON TRENDING
#2737
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Sage has maintained a continuous presence across global trending indexes, peaking at #2737. Below is the 30-day activity profile:
💡 Overview
Sage is an open-source project written in Python: Multi-Agent System Framework For Complex Tasks.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agents, ai, llm. 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 Sage⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Sage 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with Sage.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install Sage using your package manager: `pip install Sage`
Initialize your project workspace or configuration file for Sage.
Import Sage into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Sage --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
ZHangZHengEric/Sage is currently ranked #5,719 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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Frequently Asked Questions
What does Sage do? +
An extensible framework for custom, self-evolving AI agents, with configurable agent packages, tools, skills, and multi-round recursive self-improvement (RSI).
What language is Sage written in? +
The primary language is Python. Topics include: agents, ai, flutter, llm, manus.
Is Sage actively maintained? +
Yes, the last recorded push was on Oct 18, 2026 with 4 open issues being tracked.
How many stars does Sage have? +
Sage has 1,212 stars and 113 forks on GitHub.
How does Sage rank among GitHub repositories? +
With 1,212 stars, ZHangZHengEric/Sage is ranked #5,719 globally across all repositories tracked on GitHubRepo and #803 among Python projects.
What license is Sage distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
