feat: Implement optimization code paths and functionality for initial release #708

Job	Run time
server-ai-windows (3.12)	25s
server-ai-optimization-linux (3.13)	13s
server-ai-optimization-linux (3.11)	10s
server-ai-optimization-linux (3.10)	10s
server-ai-openai-windows (3.12)	25s
server-ai-langchain-linux (3.10)	22s
server-ai-linux (3.11)	20s
server-ai-langchain-windows (3.12)	41s
server-ai-optimization-windows (3.13)	1m 34s
server-ai-openai-windows (3.10)	43s
server-ai-windows (3.10)	29s
server-ai-optimization-windows (3.14)	1m 31s
server-ai-linux (3.13)	18s
server-ai-langchain-windows (3.10)	32s
server-ai-windows (3.13)	20s
server-ai-optimization-windows (3.11)	1m 26s
server-ai-windows (3.14)	33s
server-ai-langchain-linux (3.11)	22s
server-ai-langchain-windows (3.14)	27s
server-ai-openai-linux (3.11)	24s
server-ai-windows (3.11)	20s
server-ai-langchain-linux (3.14)	25s
server-ai-openai-linux (3.10)	25s
server-ai-optimization-windows (3.10)	1m 19s
server-ai-langchain-windows (3.11)	24s
server-ai-openai-windows (3.14)	27s
server-ai-openai-linux (3.13)	29s
server-ai-optimization-linux (3.12)	13s
server-ai-linux (3.12)	19s
server-ai-langchain-linux (3.13)	24s
server-ai-optimization-linux (3.14)	10s
server-ai-linux (3.14)	17s
server-ai-openai-windows (3.13)	32s
server-ai-langchain-linux (3.12)	21s
server-ai-openai-linux (3.14)	26s
server-ai-linux (3.10)	17s
server-ai-langchain-windows (3.13)	27s
server-ai-openai-windows (3.11)	28s
server-ai-openai-linux (3.12)	28s
server-ai-optimization-windows (3.12)	1m 16s
	20m 52s

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