Rustchain

AI Agent Framework Built for Speed

Production-ready AI agent framework that delivers enterprise-grade performance with sub-second mission execution and zero-compromise safety.

🚀 Website • 📦 Install • 📖 Docs • 💡 Examples

🎯 Overview

Rustchain Community is a powerful, memory-safe AI agent framework built in Rust that delivers 10-100x performance improvements over Python alternatives. It features universal workflow transpilation, enterprise compliance, and production-ready architecture.

✨ Key Features

• 🚀 Memory-Safe Performance: 97% faster execution than Python frameworks with zero memory leaks
• 🔄 Universal Transpilation: Convert between LangChain, Airflow, GitHub Actions, Kubernetes, Jenkins, and more
• 🛡️ Enterprise Compliance: Built-in SOX, GDPR, HIPAA, and security validation
• ⚡ Production Ready: 748 comprehensive tests with enterprise-grade architecture
• 🔧 Plugin System: Extensible architecture with community-driven tools and integrations

🚀 Quick Start

Installation

# Install from crates.io
cargo install rustchain-community

# Or from source
git clone https://github.com/Michael-A-Kuykendall/rustchain-community.git
cd rustchain-community
cargo build --release

Your First Mission

# hello-world.yaml
version: '1.0'
name: hello_world_mission
description: My first Rustchain mission

steps:
  - id: greeting
    name: Say Hello
    step_type: command
    parameters:
      command: echo "Hello, Rustchain!"

# Execute the mission
rustchain run hello-world.yaml

# Transpile to any platform
rustchain transpile langchain hello-world.yaml --output kubernetes

🔄 Universal Transpilation

Rustchain supports bidirectional conversion between major workflow platforms:

⚡ Performance Comparison

Rustchain delivers significant performance advantages:

Benchmark results from identical enterprise ML pipelines

🏗️ Mission Engine

Rustchain's DAG-based mission engine supports 12+ step types:

• CreateFile: File system operations
• Command: Shell command execution
• Http: REST API interactions
• Tool: Custom tool invocation
• LLM: AI model interactions
• Agent: Multi-agent workflows
• Chain: Workflow composition
• RagAdd/RagQuery: Vector database operations
• Git: Version control operations
• Python: Python script execution
• Database: SQL operations
• WebSearch: Information retrieval

Advanced Features

• Dependency Resolution: Automatic topological sorting
• Error Handling: Fail-fast or continue-on-error modes
• Variable Substitution: Dynamic parameter resolution
• Policy Validation: Security and compliance checks
• Parallel Execution: Concurrent step processing

🛡️ Enterprise Features

Compliance Validation

# Validate SOX compliance
rustchain safety validate --standard sox my-mission.yaml

# GDPR compliance check
rustchain safety validate --standard gdpr my-mission.yaml

# Full compliance audit
rustchain audit report --standards all

Security & Performance

• Memory Safety: Rust's ownership model prevents entire classes of vulnerabilities
• Secure Execution: Sandboxed mission execution with policy enforcement
• Audit Trails: Comprehensive logging and monitoring for compliance
• Access Control: Role-based permissions and authentication

📚 Documentation

• 📖 Getting Started - Quick start guide and tutorials
• ⚙️ CLI Reference - Complete command reference
• 🔗 API Documentation - Rust API documentation
• 🏗️ Architecture - System design and internals
• 💡 Examples - Code examples and use cases
• 🔧 Advanced Topics - Enterprise features and performance

🤝 Contributing

We welcome contributions! Please read our Contributing Guidelines and Code of Conduct.

📄 License

Licensed under either of:

• Apache License, Version 2.0 (LICENSE-APACHE or http://www.apache.org/licenses/LICENSE-2.0)
• MIT license (LICENSE-MIT or http://opensource.org/licenses/MIT)

at your option.

🙏 Acknowledgments

Built with ❤️ by the Rustchain Community. Special thanks to all contributors and the Rust ecosystem.

🌐 Website • 📖 Documentation • 💡 Examples