Murmuration is a powerful Flutter package that provides a framework for building AI agent systems. Named after the mesmerizing flocking behavior of birds, it enables coordinated agent interactions and dynamic workflows with support for multiple language model providers.
🛠️ Technologies Used
- Dart/Flutter
- OpenAI GPT models integration
- Google Generative AI support
- Anthropic Claude integration
- Async Dart for concurrency
🧠 How It Works
- Developers initialize the framework with their preferred AI model configuration
- Create agents with specific roles, tools, and state management
- Chain agents together to create complex workflows
- Execute chains with input data and process the results
🚀 Features
- Multiple LLM Support: Integrate with OpenAI, Google, and Anthropic models
- Flexible Agent System: Create and chain multiple agents with distinct roles
- Tool Management: Build custom tools with parameter validation
- State Management: Thread-safe operations with immutable state
- Schema Validation: Ensure type safety with input/output validation
- Error Handling: Comprehensive error tracking and reporting
- Resource Optimization: Memory optimization and connection pooling
📊 Implementation
Murmuration provides a type-safe, thread-safe framework for building sophisticated AI applications. It handles the complexities of agent coordination, state management, and communication with various AI providers, allowing developers to focus on creating intelligent features for their applications.
View package on pub.dev: murmuration
Explore the source code on GitHub: AgnivaMaiti/murmuration