feat: Implement optimization code paths and functionality for initial release #721

Job	Run time
server-ai-openai-linux (3.14)	27s
server-ai-openai-linux (3.12)	27s
server-ai-optimization-windows (3.14)	43s
server-ai-windows (3.10)	1m 14s
server-ai-openai-windows (3.13)	32s
server-ai-optimization-windows (3.13)	47s
server-ai-openai-linux (3.13)	27s
server-ai-openai-linux (3.11)	30s
server-ai-windows (3.14)	1m 9s
server-ai-langchain-windows (3.10)	32s
server-ai-optimization-linux (3.14)	11s
server-ai-linux (3.10)	18s
server-ai-linux (3.13)	16s
server-ai-langchain-linux (3.13)	20s
server-ai-windows (3.13)	26s
server-ai-linux (3.14)	21s
server-ai-openai-windows (3.11)	32s
server-ai-langchain-windows (3.11)	23s
server-ai-langchain-windows (3.13)	28s
server-ai-linux (3.11)	21s
server-ai-langchain-windows (3.14)	26s
server-ai-windows (3.12)	21s
server-ai-linux (3.12)	15s
server-ai-openai-windows (3.10)	29s
server-ai-langchain-linux (3.14)	18s
server-ai-optimization-windows (3.12)	31s
server-ai-openai-linux (3.10)	33s
server-ai-langchain-linux (3.10)	22s
server-ai-optimization-linux (3.10)	14s
server-ai-openai-windows (3.14)	24s
server-ai-optimization-windows (3.10)	32s
server-ai-optimization-linux (3.12)	10s
server-ai-optimization-linux (3.13)	14s
server-ai-langchain-linux (3.11)	22s
server-ai-langchain-windows (3.12)	29s
server-ai-optimization-windows (3.11)	28s
server-ai-optimization-linux (3.11)	15s
server-ai-openai-windows (3.12)	30s
server-ai-windows (3.11)	23s
server-ai-langchain-linux (3.12)	23s
	18m 3s

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