Effective Agent

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A TypeScript application framework for building robust, scalable, concurrent, and maintainable AI agents and agent-based systems using Effect-TS.

TypeScriptEffect-TSNode.jsAI AgentsFramework
Created: 6/1/2024
Updated: 9/16/2024

About This Project

Effective Agent is a comprehensive TypeScript application framework for building robust, scalable, concurrent, and maintainable AI agents and agent-based systems. It is designed to reduce the complexity of developing sophisticated agents by providing a modular, Effect-TS-based architecture that leverages the Effect system for composable asynchronous operations, strong type safety, and powerful dependency management.

Key features include: • Unified Service Interface: Access all AI services (models, providers, policies) through a single AgentRuntimeService • Self-Configuring Services: Services load their own configurations, reducing coupling and improving maintainability • Type-Safe Agent Management: Create and manage agents with full TypeScript type safety • Advanced Error Recovery: Built-in circuit breakers, retries, and fallback strategies • Performance Monitoring: Comprehensive metrics and health checking for all services • Configuration Validation: Schema-based validation for all configuration files

The framework features a modular service architecture with separate domains for AI services, core infrastructure, pipeline processing, and agent capabilities. At its heart is the AgentRuntimeService, which serves as the central orchestration layer for agent lifecycle management, service access, message processing, and runtime coordination.

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