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The exchange system analyzes the constructor signatures of these modules, identifies their dependencies, and automatically creates the necessary connections. The `StressingToolUser` needs an `LLMProtocol`, and the `OpenAILLM` provides one, so the exchange system injects the LLM instance into the orchestrator.
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The exchange system analyzes the constructor signatures of these modules, identifies their dependencies, and automatically creates the necessary connections. The `SimpleToolOrchestrator` needs an `LLMProtocol`, and the `OpenAILLM` provides one, so the exchange system injects the LLM instance into the orchestrator.
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Orchestrator modules coordinate agent behavior by managing interactions between LLMs, tools, and memory systems. They implement the core agent logic and decision-making processes.
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## StressingToolUser
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## SimpleToolOrchestrator
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An orchestrator that processes user messages by leveraging an LLM to generate responses and potentially use tools. If tool execution fails, it increases the temperature (stress level) for subsequent LLM calls, simulating cognitive stress.
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