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Isek: Decentralized Agent-to-Agent (A2A) Network

PyPI versionLicense: MITEmail


Isek is a decentralized agent network framework designed for building intelligent, collaborative agent-to-agent (A2A) systems. Agents in Isek autonomously discover peers, share context, and cooperatively solve tasks, forming a self-organizing, decentralized society.

With native integration of large language models (LLMs) and a user-friendly CLI, Isek empowers developers and researchers to quickly prototype, deploy, and manage intelligent agent networks.

🧪 ISEK is under active development. Contributions, feedback, and experiments are highly welcome.


💡 Why ISEK?

The world is shifting from human-defined workflows and centralized orchestration to autonomous, agent-driven coordination.

While most frameworks treat agents as isolated executors, ISEK focuses on the missing layer: decentralized agent collaboration and coordination. We believe the future of intelligent systems lies in self-organizing agent networks capable of context sharing, team formation, and collective reasoning — all without central control.

ISEK enables:

  • 🔍 Autonomous agent discovery and recruitment across a peer-to-peer network
  • 🧠 Model-agnostic intelligence, allowing agents to use any LLM or backend
  • 🤝 Composable multi-agent teamwork, with plug-and-play collaboration protocols
  • 🌐 Truly distributed deployments, from local clusters to global swarms

ISEK is not just about running agents — it's about empowering them to find each other, reason together, and act as a decentralized system.


🌟 Features

  • 🧠 Decentralized Cooperation:
    Autonomous peer discovery and agent-to-agent collaboration with no single point of failure.

  • 🌐 Distributed Deployment:
    Seamless multi-node or cloud deployment for scalability and robustness.

  • 🗣️ LLM-Enhanced Intelligence:
    Built-in integration with models like OpenAI for natural interaction and reasoning.

  • 🔌 Modular and Extensible:
    Easily customize agents, add new models, or extend functionalities.

  • 💻 Developer-Friendly CLI:
    Streamlined CLI for painless agent setup and control.


📦 Installation

Quick Install

pip install isek
isek setup

Prerequisites

  • Python 3.10+
  • Node.js 18+ (for P2P functionality)

💡 Tip: The isek setup command automatically handles both Python and JavaScript dependencies.


🚀 Quick Start

1️⃣ Set Up Environment

Create a .env file:

OPENAI_MODEL_NAME=gpt-4o-miniOPENAI_BASE_URL=https://api.openai.com/v1OPENAI_API_KEY=your_api_key

2️⃣ Launch Agent

fromisek.agent.isek_agentimportIsekAgentfromisek.models.openaiimportOpenAIModelimportdotenvdotenv.load_dotenv()
agent=IsekAgent(
name="My Agent",
model=OpenAIModel(model_id="gpt-4o-mini"),
description="A helpful assistant",
instructions=["Be polite", "Provide accurate information"],
success_criteria="User gets a helpful response"
)
response=agent.run("hello")

3️⃣ Try Examples

# List available examples
isek example list
# Run a simple example
isek example run lv1_single_agent
# Run a more complex example
isek example run lv5_team_agent

🧪 CLI Commands

isek setup # Install Python and JavaScript dependencies
isek clean # Clean temporary files
isek example list # List available examples
isek example run <name># Run a specific example
isek --help # View available commands

🧱 Project Structure

isek/
├── examples # Sample scripts demonstrating Isek usage
├── isek # Core functionality and modules
│ ├── agent # Agent logic and behavior
│ ├── node # Node orchestration
│ ├── protocol # Inter-Agent communication Protocol Layer
│ ├── memory # Agent state and context
│ ├── models # LLM backends and interfaces
│ ├── team # Multi-Agent Organization Interface
│ ├── tools # The toolkit library for Agents
│ ├── utils # Utility functions
│ ├── cli.py # CLI entry point
│ └── isek_center.py # Local registry and coordinator
├── docs/ # Documentation
└── README.md # Project overview and documentation

🤝 Contributing

We welcome collaborators, researchers, and early adopters!


📜 License

Licensed under the MIT License.


⚠️ Legal Notice

ISEK is an open-source, permissionless framework for building decentralized agent coordination systems.
The contributors do not operate, control, or monitor any deployed agents or their behavior.
By using this project, you accept full responsibility for your actions. See LEGAL.md for more details.


Made with ❤️ by the Isek Team
Autonomy is not isolation. It's cooperation, at scale.

About

Distributed/Decentralized Multi-Agent System

Resources

Contributing

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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Isek Banner

Isek: Decentralized Agent-to-Agent (A2A) Network

PyPI versionLicense: MITEmail


Isek is a decentralized agent network framework designed for building intelligent, collaborative agent-to-agent (A2A) systems. Agents in Isek autonomously discover peers, share context, and cooperatively solve tasks, forming a self-organizing, decentralized society.

With native integration of large language models (LLMs) and a user-friendly CLI, Isek empowers developers and researchers to quickly prototype, deploy, and manage intelligent agent networks.

🧪 ISEK is under active development. Contributions, feedback, and experiments are highly welcome.


💡 Why ISEK?

The world is shifting from human-defined workflows and centralized orchestration to autonomous, agent-driven coordination.

While most frameworks treat agents as isolated executors, ISEK focuses on the missing layer: decentralized agent collaboration and coordination. We believe the future of intelligent systems lies in self-organizing agent networks capable of context sharing, team formation, and collective reasoning — all without central control.

ISEK enables:

  • 🔍 Autonomous agent discovery and recruitment across a peer-to-peer network
  • 🧠 Model-agnostic intelligence, allowing agents to use any LLM or backend
  • 🤝 Composable multi-agent teamwork, with plug-and-play collaboration protocols
  • 🌐 Truly distributed deployments, from local clusters to global swarms

ISEK is not just about running agents — it's about empowering them to find each other, reason together, and act as a decentralized system.


🌟 Features

  • 🧠 Decentralized Cooperation:
    Autonomous peer discovery and agent-to-agent collaboration with no single point of failure.

  • 🌐 Distributed Deployment:
    Seamless multi-node or cloud deployment for scalability and robustness.

  • 🗣️ LLM-Enhanced Intelligence:
    Built-in integration with models like OpenAI for natural interaction and reasoning.

  • 🔌 Modular and Extensible:
    Easily customize agents, add new models, or extend functionalities.

  • 💻 Developer-Friendly CLI:
    Streamlined CLI for painless agent setup and control.


📦 Installation

Quick Install

pip install isek
isek setup

Prerequisites

  • Python 3.10+
  • Node.js 18+ (for P2P functionality)

💡 Tip: The isek setup command automatically handles both Python and JavaScript dependencies.


🚀 Quick Start

1️⃣ Set Up Environment

Create a .env file:

OPENAI_MODEL_NAME=gpt-4o-miniOPENAI_BASE_URL=https://api.openai.com/v1OPENAI_API_KEY=your_api_key

2️⃣ Launch Agent

fromisek.agent.isek_agentimportIsekAgentfromisek.models.openaiimportOpenAIModelimportdotenvdotenv.load_dotenv()
agent=IsekAgent(
name="My Agent",
model=OpenAIModel(model_id="gpt-4o-mini"),
description="A helpful assistant",
instructions=["Be polite", "Provide accurate information"],
success_criteria="User gets a helpful response"
)
response=agent.run("hello")

3️⃣ Try Examples

# List available examples
isek example list
# Run a simple example
isek example run lv1_single_agent
# Run a more complex example
isek example run lv5_team_agent

🧪 CLI Commands

isek setup # Install Python and JavaScript dependencies
isek clean # Clean temporary files
isek example list # List available examples
isek example run <name># Run a specific example
isek --help # View available commands

🧱 Project Structure

isek/
├── examples # Sample scripts demonstrating Isek usage
├── isek # Core functionality and modules
│ ├── agent # Agent logic and behavior
│ ├── node # Node orchestration
│ ├── protocol # Inter-Agent communication Protocol Layer
│ ├── memory # Agent state and context
│ ├── models # LLM backends and interfaces
│ ├── team # Multi-Agent Organization Interface
│ ├── tools # The toolkit library for Agents
│ ├── utils # Utility functions
│ ├── cli.py # CLI entry point
│ └── isek_center.py # Local registry and coordinator
├── docs/ # Documentation
└── README.md # Project overview and documentation

🤝 Contributing

We welcome collaborators, researchers, and early adopters!


📜 License

Licensed under the MIT License.


⚠️ Legal Notice

ISEK is an open-source, permissionless framework for building decentralized agent coordination systems.
The contributors do not operate, control, or monitor any deployed agents or their behavior.
By using this project, you accept full responsibility for your actions. See LEGAL.md for more details.


Made with ❤️ by the Isek Team
Autonomy is not isolation. It's cooperation, at scale.

About

Distributed/Decentralized Multi-Agent System

Resources

Contributing

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Isek Banner

Isek: Decentralized Agent-to-Agent (A2A) Network

PyPI versionLicense: MITEmail


Isek is a decentralized agent network framework designed for building intelligent, collaborative agent-to-agent (A2A) systems. Agents in Isek autonomously discover peers, share context, and cooperatively solve tasks, forming a self-organizing, decentralized society.

With native integration of large language models (LLMs) and a user-friendly CLI, Isek empowers developers and researchers to quickly prototype, deploy, and manage intelligent agent networks.

🧪 ISEK is under active development. Contributions, feedback, and experiments are highly welcome.


💡 Why ISEK?

The world is shifting from human-defined workflows and centralized orchestration to autonomous, agent-driven coordination.

While most frameworks treat agents as isolated executors, ISEK focuses on the missing layer: decentralized agent collaboration and coordination. We believe the future of intelligent systems lies in self-organizing agent networks capable of context sharing, team formation, and collective reasoning — all without central control.

ISEK enables:

  • 🔍 Autonomous agent discovery and recruitment across a peer-to-peer network
  • 🧠 Model-agnostic intelligence, allowing agents to use any LLM or backend
  • 🤝 Composable multi-agent teamwork, with plug-and-play collaboration protocols
  • 🌐 Truly distributed deployments, from local clusters to global swarms

ISEK is not just about running agents — it's about empowering them to find each other, reason together, and act as a decentralized system.


🌟 Features

  • 🧠 Decentralized Cooperation:
    Autonomous peer discovery and agent-to-agent collaboration with no single point of failure.

  • 🌐 Distributed Deployment:
    Seamless multi-node or cloud deployment for scalability and robustness.

  • 🗣️ LLM-Enhanced Intelligence:
    Built-in integration with models like OpenAI for natural interaction and reasoning.

  • 🔌 Modular and Extensible:
    Easily customize agents, add new models, or extend functionalities.

  • 💻 Developer-Friendly CLI:
    Streamlined CLI for painless agent setup and control.


📦 Installation

Quick Install

pip install isek
isek setup

Prerequisites

  • Python 3.10+
  • Node.js 18+ (for P2P functionality)

💡 Tip: The isek setup command automatically handles both Python and JavaScript dependencies.


🚀 Quick Start

1️⃣ Set Up Environment

Create a .env file:

OPENAI_MODEL_NAME=gpt-4o-miniOPENAI_BASE_URL=https://api.openai.com/v1OPENAI_API_KEY=your_api_key

2️⃣ Launch Agent

fromisek.agent.isek_agentimportIsekAgentfromisek.models.openaiimportOpenAIModelimportdotenvdotenv.load_dotenv()
agent=IsekAgent(
name="My Agent",
model=OpenAIModel(model_id="gpt-4o-mini"),
description="A helpful assistant",
instructions=["Be polite", "Provide accurate information"],
success_criteria="User gets a helpful response"
)
response=agent.run("hello")

3️⃣ Try Examples

# List available examples
isek example list
# Run a simple example
isek example run lv1_single_agent
# Run a more complex example
isek example run lv5_team_agent

🧪 CLI Commands

isek setup # Install Python and JavaScript dependencies
isek clean # Clean temporary files
isek example list # List available examples
isek example run <name># Run a specific example
isek --help # View available commands

🧱 Project Structure

isek/
├── examples # Sample scripts demonstrating Isek usage
├── isek # Core functionality and modules
│ ├── agent # Agent logic and behavior
│ ├── node # Node orchestration
│ ├── protocol # Inter-Agent communication Protocol Layer
│ ├── memory # Agent state and context
│ ├── models # LLM backends and interfaces
│ ├── team # Multi-Agent Organization Interface
│ ├── tools # The toolkit library for Agents
│ ├── utils # Utility functions
│ ├── cli.py # CLI entry point
│ └── isek_center.py # Local registry and coordinator
├── docs/ # Documentation
└── README.md # Project overview and documentation

🤝 Contributing

We welcome collaborators, researchers, and early adopters!


📜 License

Licensed under the MIT License.


⚠️ Legal Notice

ISEK is an open-source, permissionless framework for building decentralized agent coordination systems.
The contributors do not operate, control, or monitor any deployed agents or their behavior.
By using this project, you accept full responsibility for your actions. See LEGAL.md for more details.


Made with ❤️ by the Isek Team
Autonomy is not isolation. It's cooperation, at scale.

About

Distributed/Decentralized Multi-Agent System

Resources

Contributing

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

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Isek Banner

Isek: Decentralized Agent-to-Agent (A2A) Network

PyPI versionLicense: MITEmail


Isek is a decentralized agent network framework designed for building intelligent, collaborative agent-to-agent (A2A) systems. Agents in Isek autonomously discover peers, share context, and cooperatively solve tasks, forming a self-organizing, decentralized society.

With native integration of large language models (LLMs) and a user-friendly CLI, Isek empowers developers and researchers to quickly prototype, deploy, and manage intelligent agent networks.

🧪 ISEK is under active development. Contributions, feedback, and experiments are highly welcome.


💡 Why ISEK?

The world is shifting from human-defined workflows and centralized orchestration to autonomous, agent-driven coordination.

While most frameworks treat agents as isolated executors, ISEK focuses on the missing layer: decentralized agent collaboration and coordination. We believe the future of intelligent systems lies in self-organizing agent networks capable of context sharing, team formation, and collective reasoning — all without central control.

ISEK enables:

  • 🔍 Autonomous agent discovery and recruitment across a peer-to-peer network
  • 🧠 Model-agnostic intelligence, allowing agents to use any LLM or backend
  • 🤝 Composable multi-agent teamwork, with plug-and-play collaboration protocols
  • 🌐 Truly distributed deployments, from local clusters to global swarms

ISEK is not just about running agents — it's about empowering them to find each other, reason together, and act as a decentralized system.


🌟 Features

  • 🧠 Decentralized Cooperation:
    Autonomous peer discovery and agent-to-agent collaboration with no single point of failure.

  • 🌐 Distributed Deployment:
    Seamless multi-node or cloud deployment for scalability and robustness.

  • 🗣️ LLM-Enhanced Intelligence:
    Built-in integration with models like OpenAI for natural interaction and reasoning.

  • 🔌 Modular and Extensible:
    Easily customize agents, add new models, or extend functionalities.

  • 💻 Developer-Friendly CLI:
    Streamlined CLI for painless agent setup and control.


📦 Installation

Quick Install

pip install isek
isek setup

Prerequisites

  • Python 3.10+
  • Node.js 18+ (for P2P functionality)

💡 Tip: The isek setup command automatically handles both Python and JavaScript dependencies.


🚀 Quick Start

1️⃣ Set Up Environment

Create a .env file:

OPENAI_MODEL_NAME=gpt-4o-miniOPENAI_BASE_URL=https://api.openai.com/v1OPENAI_API_KEY=your_api_key

2️⃣ Launch Agent

fromisek.agent.isek_agentimportIsekAgentfromisek.models.openaiimportOpenAIModelimportdotenvdotenv.load_dotenv()
agent=IsekAgent(
name="My Agent",
model=OpenAIModel(model_id="gpt-4o-mini"),
description="A helpful assistant",
instructions=["Be polite", "Provide accurate information"],
success_criteria="User gets a helpful response"
)
response=agent.run("hello")

3️⃣ Try Examples

# List available examples
isek example list
# Run a simple example
isek example run lv1_single_agent
# Run a more complex example
isek example run lv5_team_agent

🧪 CLI Commands

isek setup # Install Python and JavaScript dependencies
isek clean # Clean temporary files
isek example list # List available examples
isek example run <name># Run a specific example
isek --help # View available commands

🧱 Project Structure

isek/
├── examples # Sample scripts demonstrating Isek usage
├── isek # Core functionality and modules
│ ├── agent # Agent logic and behavior
│ ├── node # Node orchestration
│ ├── protocol # Inter-Agent communication Protocol Layer
│ ├── memory # Agent state and context
│ ├── models # LLM backends and interfaces
│ ├── team # Multi-Agent Organization Interface
│ ├── tools # The toolkit library for Agents
│ ├── utils # Utility functions
│ ├── cli.py # CLI entry point
│ └── isek_center.py # Local registry and coordinator
├── docs/ # Documentation
└── README.md # Project overview and documentation

🤝 Contributing

We welcome collaborators, researchers, and early adopters!


📜 License

Licensed under the MIT License.


⚠️ Legal Notice

ISEK is an open-source, permissionless framework for building decentralized agent coordination systems.
The contributors do not operate, control, or monitor any deployed agents or their behavior.
By using this project, you accept full responsibility for your actions. See LEGAL.md for more details.


Made with ❤️ by the Isek Team
Autonomy is not isolation. It's cooperation, at scale.

About

Distributed/Decentralized Multi-Agent System

Resources

Contributing

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
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Isek Banner

Isek: Decentralized Agent-to-Agent (A2A) Network

PyPI versionLicense: MITEmail


Isek is a decentralized agent network framework designed for building intelligent, collaborative agent-to-agent (A2A) systems. Agents in Isek autonomously discover peers, share context, and cooperatively solve tasks, forming a self-organizing, decentralized society.

With native integration of large language models (LLMs) and a user-friendly CLI, Isek empowers developers and researchers to quickly prototype, deploy, and manage intelligent agent networks.

🧪 ISEK is under active development. Contributions, feedback, and experiments are highly welcome.


💡 Why ISEK?

The world is shifting from human-defined workflows and centralized orchestration to autonomous, agent-driven coordination.

While most frameworks treat agents as isolated executors, ISEK focuses on the missing layer: decentralized agent collaboration and coordination. We believe the future of intelligent systems lies in self-organizing agent networks capable of context sharing, team formation, and collective reasoning — all without central control.

ISEK enables:

  • 🔍 Autonomous agent discovery and recruitment across a peer-to-peer network
  • 🧠 Model-agnostic intelligence, allowing agents to use any LLM or backend
  • 🤝 Composable multi-agent teamwork, with plug-and-play collaboration protocols
  • 🌐 Truly distributed deployments, from local clusters to global swarms

ISEK is not just about running agents — it's about empowering them to find each other, reason together, and act as a decentralized system.


🌟 Features

  • 🧠 Decentralized Cooperation:
    Autonomous peer discovery and agent-to-agent collaboration with no single point of failure.

  • 🌐 Distributed Deployment:
    Seamless multi-node or cloud deployment for scalability and robustness.

  • 🗣️ LLM-Enhanced Intelligence:
    Built-in integration with models like OpenAI for natural interaction and reasoning.

  • 🔌 Modular and Extensible:
    Easily customize agents, add new models, or extend functionalities.

  • 💻 Developer-Friendly CLI:
    Streamlined CLI for painless agent setup and control.


📦 Installation

Quick Install

pip install isek
isek setup

Prerequisites

  • Python 3.10+
  • Node.js 18+ (for P2P functionality)

💡 Tip: The isek setup command automatically handles both Python and JavaScript dependencies.


🚀 Quick Start

1️⃣ Set Up Environment

Create a .env file:

OPENAI_MODEL_NAME=gpt-4o-miniOPENAI_BASE_URL=https://api.openai.com/v1OPENAI_API_KEY=your_api_key

2️⃣ Launch Agent

fromisek.agent.isek_agentimportIsekAgentfromisek.models.openaiimportOpenAIModelimportdotenvdotenv.load_dotenv()
agent=IsekAgent(
name="My Agent",
model=OpenAIModel(model_id="gpt-4o-mini"),
description="A helpful assistant",
instructions=["Be polite", "Provide accurate information"],
success_criteria="User gets a helpful response"
)
response=agent.run("hello")

3️⃣ Try Examples

# List available examples
isek example list
# Run a simple example
isek example run lv1_single_agent
# Run a more complex example
isek example run lv5_team_agent

🧪 CLI Commands

isek setup # Install Python and JavaScript dependencies
isek clean # Clean temporary files
isek example list # List available examples
isek example run <name># Run a specific example
isek --help # View available commands

🧱 Project Structure

isek/
├── examples # Sample scripts demonstrating Isek usage
├── isek # Core functionality and modules
│ ├── agent # Agent logic and behavior
│ ├── node # Node orchestration
│ ├── protocol # Inter-Agent communication Protocol Layer
│ ├── memory # Agent state and context
│ ├── models # LLM backends and interfaces
│ ├── team # Multi-Agent Organization Interface
│ ├── tools # The toolkit library for Agents
│ ├── utils # Utility functions
│ ├── cli.py # CLI entry point
│ └── isek_center.py # Local registry and coordinator
├── docs/ # Documentation
└── README.md # Project overview and documentation

🤝 Contributing

We welcome collaborators, researchers, and early adopters!


📜 License

Licensed under the MIT License.


⚠️ Legal Notice

ISEK is an open-source, permissionless framework for building decentralized agent coordination systems.
The contributors do not operate, control, or monitor any deployed agents or their behavior.
By using this project, you accept full responsibility for your actions. See LEGAL.md for more details.


Made with ❤️ by the Isek Team
Autonomy is not isolation. It's cooperation, at scale.

About

Distributed/Decentralized Multi-Agent System

Resources

Contributing

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Isek: Decentralized Agent-to-Agent (A2A) Network

PyPI versionLicense: MITEmail


Isek is a decentralized agent network framework designed for building intelligent, collaborative agent-to-agent (A2A) systems. Agents in Isek autonomously discover peers, share context, and cooperatively solve tasks, forming a self-organizing, decentralized society.

With native integration of large language models (LLMs) and a user-friendly CLI, Isek empowers developers and researchers to quickly prototype, deploy, and manage intelligent agent networks.

🧪 ISEK is under active development. Contributions, feedback, and experiments are highly welcome.


💡 Why ISEK?

The world is shifting from human-defined workflows and centralized orchestration to autonomous, agent-driven coordination.

While most frameworks treat agents as isolated executors, ISEK focuses on the missing layer: decentralized agent collaboration and coordination. We believe the future of intelligent systems lies in self-organizing agent networks capable of context sharing, team formation, and collective reasoning — all without central control.

ISEK enables:

  • 🔍 Autonomous agent discovery and recruitment across a peer-to-peer network
  • 🧠 Model-agnostic intelligence, allowing agents to use any LLM or backend
  • 🤝 Composable multi-agent teamwork, with plug-and-play collaboration protocols
  • 🌐 Truly distributed deployments, from local clusters to global swarms

ISEK is not just about running agents — it's about empowering them to find each other, reason together, and act as a decentralized system.


🌟 Features

  • 🧠 Decentralized Cooperation:
    Autonomous peer discovery and agent-to-agent collaboration with no single point of failure.

  • 🌐 Distributed Deployment:
    Seamless multi-node or cloud deployment for scalability and robustness.

  • 🗣️ LLM-Enhanced Intelligence:
    Built-in integration with models like OpenAI for natural interaction and reasoning.

  • 🔌 Modular and Extensible:
    Easily customize agents, add new models, or extend functionalities.

  • 💻 Developer-Friendly CLI:
    Streamlined CLI for painless agent setup and control.


📦 Installation

Quick Install

pip install isek
isek setup

Prerequisites

  • Python 3.10+
  • Node.js 18+ (for P2P functionality)

💡 Tip: The isek setup command automatically handles both Python and JavaScript dependencies.


🚀 Quick Start

1️⃣ Set Up Environment

Create a .env file:

OPENAI_MODEL_NAME=gpt-4o-miniOPENAI_BASE_URL=https://api.openai.com/v1OPENAI_API_KEY=your_api_key

2️⃣ Launch Agent

fromisek.agent.isek_agentimportIsekAgentfromisek.models.openaiimportOpenAIModelimportdotenvdotenv.load_dotenv()
agent=IsekAgent(
name="My Agent",
model=OpenAIModel(model_id="gpt-4o-mini"),
description="A helpful assistant",
instructions=["Be polite", "Provide accurate information"],
success_criteria="User gets a helpful response"
)
response=agent.run("hello")

3️⃣ Try Examples

# List available examples
isek example list
# Run a simple example
isek example run lv1_single_agent
# Run a more complex example
isek example run lv5_team_agent

🧪 CLI Commands

isek setup # Install Python and JavaScript dependencies
isek clean # Clean temporary files
isek example list # List available examples
isek example run <name># Run a specific example
isek --help # View available commands

🧱 Project Structure

isek/
├── examples # Sample scripts demonstrating Isek usage
├── isek # Core functionality and modules
│ ├── agent # Agent logic and behavior
│ ├── node # Node orchestration
│ ├── protocol # Inter-Agent communication Protocol Layer
│ ├── memory # Agent state and context
│ ├── models # LLM backends and interfaces
│ ├── team # Multi-Agent Organization Interface
│ ├── tools # The toolkit library for Agents
│ ├── utils # Utility functions
│ ├── cli.py # CLI entry point
│ └── isek_center.py # Local registry and coordinator
├── docs/ # Documentation
└── README.md # Project overview and documentation

🤝 Contributing

We welcome collaborators, researchers, and early adopters!


📜 License

Licensed under the MIT License.


⚠️ Legal Notice

ISEK is an open-source, permissionless framework for building decentralized agent coordination systems.
The contributors do not operate, control, or monitor any deployed agents or their behavior.
By using this project, you accept full responsibility for your actions. See LEGAL.md for more details.


Made with ❤️ by the Isek Team
Autonomy is not isolation. It's cooperation, at scale.

About

Distributed/Decentralized Multi-Agent System

Resources

Contributing

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Repository files navigation

Isek Banner

Isek: Decentralized Agent-to-Agent (A2A) Network

PyPI versionLicense: MITEmail


Isek is a decentralized agent network framework designed for building intelligent, collaborative agent-to-agent (A2A) systems. Agents in Isek autonomously discover peers, share context, and cooperatively solve tasks, forming a self-organizing, decentralized society.

With native integration of large language models (LLMs) and a user-friendly CLI, Isek empowers developers and researchers to quickly prototype, deploy, and manage intelligent agent networks.

🧪 ISEK is under active development. Contributions, feedback, and experiments are highly welcome.


💡 Why ISEK?

The world is shifting from human-defined workflows and centralized orchestration to autonomous, agent-driven coordination.

While most frameworks treat agents as isolated executors, ISEK focuses on the missing layer: decentralized agent collaboration and coordination. We believe the future of intelligent systems lies in self-organizing agent networks capable of context sharing, team formation, and collective reasoning — all without central control.

ISEK enables:

  • 🔍 Autonomous agent discovery and recruitment across a peer-to-peer network
  • 🧠 Model-agnostic intelligence, allowing agents to use any LLM or backend
  • 🤝 Composable multi-agent teamwork, with plug-and-play collaboration protocols
  • 🌐 Truly distributed deployments, from local clusters to global swarms

ISEK is not just about running agents — it's about empowering them to find each other, reason together, and act as a decentralized system.


🌟 Features

  • 🧠 Decentralized Cooperation:
    Autonomous peer discovery and agent-to-agent collaboration with no single point of failure.

  • 🌐 Distributed Deployment:
    Seamless multi-node or cloud deployment for scalability and robustness.

  • 🗣️ LLM-Enhanced Intelligence:
    Built-in integration with models like OpenAI for natural interaction and reasoning.

  • 🔌 Modular and Extensible:
    Easily customize agents, add new models, or extend functionalities.

  • 💻 Developer-Friendly CLI:
    Streamlined CLI for painless agent setup and control.


📦 Installation

Quick Install

pip install isek
isek setup

Prerequisites

  • Python 3.10+
  • Node.js 18+ (for P2P functionality)

💡 Tip: The isek setup command automatically handles both Python and JavaScript dependencies.


🚀 Quick Start

1️⃣ Set Up Environment

Create a .env file:

OPENAI_MODEL_NAME=gpt-4o-miniOPENAI_BASE_URL=https://api.openai.com/v1OPENAI_API_KEY=your_api_key

2️⃣ Launch Agent

fromisek.agent.isek_agentimportIsekAgentfromisek.models.openaiimportOpenAIModelimportdotenvdotenv.load_dotenv()
agent=IsekAgent(
name="My Agent",
model=OpenAIModel(model_id="gpt-4o-mini"),
description="A helpful assistant",
instructions=["Be polite", "Provide accurate information"],
success_criteria="User gets a helpful response"
)
response=agent.run("hello")

3️⃣ Try Examples

# List available examples
isek example list
# Run a simple example
isek example run lv1_single_agent
# Run a more complex example
isek example run lv5_team_agent

🧪 CLI Commands

isek setup # Install Python and JavaScript dependencies
isek clean # Clean temporary files
isek example list # List available examples
isek example run <name># Run a specific example
isek --help # View available commands

🧱 Project Structure

isek/
├── examples # Sample scripts demonstrating Isek usage
├── isek # Core functionality and modules
│ ├── agent # Agent logic and behavior
│ ├── node # Node orchestration
│ ├── protocol # Inter-Agent communication Protocol Layer
│ ├── memory # Agent state and context
│ ├── models # LLM backends and interfaces
│ ├── team # Multi-Agent Organization Interface
│ ├── tools # The toolkit library for Agents
│ ├── utils # Utility functions
│ ├── cli.py # CLI entry point
│ └── isek_center.py # Local registry and coordinator
├── docs/ # Documentation
└── README.md # Project overview and documentation

🤝 Contributing

We welcome collaborators, researchers, and early adopters!


📜 License

Licensed under the MIT License.


⚠️ Legal Notice

ISEK is an open-source, permissionless framework for building decentralized agent coordination systems.
The contributors do not operate, control, or monitor any deployed agents or their behavior.
By using this project, you accept full responsibility for your actions. See LEGAL.md for more details.


Made with ❤️ by the Isek Team
Autonomy is not isolation. It's cooperation, at scale.

About

Distributed/Decentralized Multi-Agent System

Resources

Contributing

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
Skip to content

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Isek Banner

Isek: Decentralized Agent-to-Agent (A2A) Network

PyPI versionLicense: MITEmail


Isek is a decentralized agent network framework designed for building intelligent, collaborative agent-to-agent (A2A) systems. Agents in Isek autonomously discover peers, share context, and cooperatively solve tasks, forming a self-organizing, decentralized society.

With native integration of large language models (LLMs) and a user-friendly CLI, Isek empowers developers and researchers to quickly prototype, deploy, and manage intelligent agent networks.

🧪 ISEK is under active development. Contributions, feedback, and experiments are highly welcome.


💡 Why ISEK?

The world is shifting from human-defined workflows and centralized orchestration to autonomous, agent-driven coordination.

While most frameworks treat agents as isolated executors, ISEK focuses on the missing layer: decentralized agent collaboration and coordination. We believe the future of intelligent systems lies in self-organizing agent networks capable of context sharing, team formation, and collective reasoning — all without central control.

ISEK enables:

  • 🔍 Autonomous agent discovery and recruitment across a peer-to-peer network
  • 🧠 Model-agnostic intelligence, allowing agents to use any LLM or backend
  • 🤝 Composable multi-agent teamwork, with plug-and-play collaboration protocols
  • 🌐 Truly distributed deployments, from local clusters to global swarms

ISEK is not just about running agents — it's about empowering them to find each other, reason together, and act as a decentralized system.


🌟 Features

  • 🧠 Decentralized Cooperation:
    Autonomous peer discovery and agent-to-agent collaboration with no single point of failure.

  • 🌐 Distributed Deployment:
    Seamless multi-node or cloud deployment for scalability and robustness.

  • 🗣️ LLM-Enhanced Intelligence:
    Built-in integration with models like OpenAI for natural interaction and reasoning.

  • 🔌 Modular and Extensible:
    Easily customize agents, add new models, or extend functionalities.

  • 💻 Developer-Friendly CLI:
    Streamlined CLI for painless agent setup and control.


📦 Installation

Quick Install

pip install isek
isek setup

Prerequisites

  • Python 3.10+
  • Node.js 18+ (for P2P functionality)

💡 Tip: The isek setup command automatically handles both Python and JavaScript dependencies.


🚀 Quick Start

1️⃣ Set Up Environment

Create a .env file:

OPENAI_MODEL_NAME=gpt-4o-miniOPENAI_BASE_URL=https://api.openai.com/v1OPENAI_API_KEY=your_api_key

2️⃣ Launch Agent

fromisek.agent.isek_agentimportIsekAgentfromisek.models.openaiimportOpenAIModelimportdotenvdotenv.load_dotenv()
agent=IsekAgent(
name="My Agent",
model=OpenAIModel(model_id="gpt-4o-mini"),
description="A helpful assistant",
instructions=["Be polite", "Provide accurate information"],
success_criteria="User gets a helpful response"
)
response=agent.run("hello")

3️⃣ Try Examples

# List available examples
isek example list
# Run a simple example
isek example run lv1_single_agent
# Run a more complex example
isek example run lv5_team_agent

🧪 CLI Commands

isek setup # Install Python and JavaScript dependencies
isek clean # Clean temporary files
isek example list # List available examples
isek example run <name># Run a specific example
isek --help # View available commands

🧱 Project Structure

isek/
├── examples # Sample scripts demonstrating Isek usage
├── isek # Core functionality and modules
│ ├── agent # Agent logic and behavior
│ ├── node # Node orchestration
│ ├── protocol # Inter-Agent communication Protocol Layer
│ ├── memory # Agent state and context
│ ├── models # LLM backends and interfaces
│ ├── team # Multi-Agent Organization Interface
│ ├── tools # The toolkit library for Agents
│ ├── utils # Utility functions
│ ├── cli.py # CLI entry point
│ └── isek_center.py # Local registry and coordinator
├── docs/ # Documentation
└── README.md # Project overview and documentation

🤝 Contributing

We welcome collaborators, researchers, and early adopters!


📜 License

Licensed under the MIT License.


⚠️ Legal Notice

ISEK is an open-source, permissionless framework for building decentralized agent coordination systems.
The contributors do not operate, control, or monitor any deployed agents or their behavior.
By using this project, you accept full responsibility for your actions. See LEGAL.md for more details.


Made with ❤️ by the Isek Team
Autonomy is not isolation. It's cooperation, at scale.

About

Distributed/Decentralized Multi-Agent System

Resources

Contributing

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages