[FEATURE] Load Agentic Configurations from a Dictionary

[vawsgit]

Description

This PR implements the complete experimental config_loader system for dictionary-based agent configuration loading, addressing issue #606 with comprehensive functionality for programmatic agent management.

Core Implementation:

• AgentConfigLoader: Complete implementation for loading agents from dictionary configurations with caching, serialization, and structured output support
• ToolConfigLoader: Comprehensive tool loading system supporting string identifiers, Agent-as-Tool, Swarm-as-Tool, and Graph-as-Tool patterns
• SwarmConfigLoader: Multi-agent swarm configuration loading with agent integration
• GraphConfigLoader: Workflow graph configuration loading with condition support and GraphBuilder integration

Key Features Added:

• Dictionary-based configuration: Full support for programmatic agent configuration using Python dictionaries
• Multi-agent tool patterns: Agent-as-Tool, Swarm-as-Tool, and Graph-as-Tool implementations
• Structured output configuration: Schema registry system with Pydantic model factory and validation
• Configuration serialization: Bidirectional conversion between objects and dictionary configurations
• Caching system: Performance optimization with configurable caching for all loaders
• Tool loading strategies: Multiple resolution strategies for tools (decorated, module-based, multi-agent)

Advanced Capabilities:

• Template substitution: Parameter substitution in agent-as-tool configurations using {variable} syntax
• Schema management: Comprehensive schema registry with JSON Schema
• Configuration validation: Input validation and error handling across all loaders

Configuration Support:

• Agent configurations: Model, tools, system prompts, structured output, conversation management
• Tool configurations: String identifiers, module paths, multi-agent configurations
• Swarm configurations: Multi-agent coordination with handoff logic and agent specialization
• Graph configurations: Workflow definitions with nodes, edges, conditions, and entry points

Testing & Quality:

• Comprehensive test suite: tests covering all configuration scenarios and edge cases
• Integration tests: End-to-end testing of multi-agent tool patterns

This implementation provides a complete solution for programmatic agent configuration management, enabling dynamic agent creation, complex multi-agent workflows, and configuration-driven development patterns.

Related Issues

Closes [FEATURE] Load Agentic Configurations from a Dictionary #606

Documentation PR

Samples PR

Type of Change

New feature - Complete experimental config_loader system implementation

Testing

How have you tested the change?

• I ran hatch run prepare
• All existing unit tests pass
• Comprehensive config loader test suite
• Error handling and validation testing

Checklist

• I have read the CONTRIBUTING document
• I have added any necessary tests that prove my fix is effective or my feature works
• I have updated the documentation accordingly
• I have added an appropriate example to the documentation to outline the feature, or no new docs are needed
• My changes generate no new warnings
• Any dependent changes have been merged and published

---

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.