feat: Implement optimization code paths and functionality for initial release #674

Job	Run time
server-ai-openai-windows (3.12)	25s
server-ai-openai-windows (3.13)	22s
server-ai-windows (3.12)	25s
server-ai-langchain-windows (3.10)	25s
server-ai-openai-windows (3.10)	22s
server-ai-windows (3.14)	18s
server-ai-langchain-windows (3.13)	27s
server-ai-langchain-windows (3.12)	56s
server-ai-windows (3.13)	19s
server-ai-windows (3.10)	22s
server-ai-windows (3.11)	21s
server-ai-openai-windows (3.14)	42s
server-ai-openai-windows (3.11)	24s
server-ai-langchain-linux (3.12)	19s
server-ai-langchain-windows (3.14)	36s
server-ai-optimization-linux (3.11)	8s
server-ai-optimization-linux (3.14)	11s
server-ai-langchain-windows (3.11)	38s
server-ai-langchain-linux (3.11)	24s
server-ai-langchain-linux (3.10)	24s
server-ai-openai-linux (3.11)	24s
server-ai-optimization-linux (3.10)	12s
server-ai-linux (3.10)	19s
server-ai-linux (3.14)	17s
server-ai-optimization-windows (3.13)	1m 8s
server-ai-optimization-windows (3.12)	1m 9s
server-ai-openai-linux (3.12)	29s
server-ai-optimization-windows (3.14)	1m 0s
server-ai-openai-linux (3.13)	25s
server-ai-langchain-linux (3.14)	19s
server-ai-linux (3.11)	20s
server-ai-openai-linux (3.10)	30s
server-ai-optimization-windows (3.11)	1m 3s
server-ai-linux (3.12)	15s
server-ai-optimization-windows (3.10)	1m 12s
server-ai-openai-linux (3.14)	29s
server-ai-linux (3.13)	17s
server-ai-optimization-linux (3.13)	11s
server-ai-langchain-linux (3.13)	24s
server-ai-optimization-linux (3.12)	10s
	19m 1s

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