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Implement the core logic for the multi-agent system. Given an initial set of fermentation parameters and an optimization target (e.g., maximize a specific vitamin concentration), orchestrate the agents to collaboratively query Weaviate, reason with Command R+, and propose optimized parameters. Capture the summarized agent dialogue.
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