feat: Implement optimization code paths and functionality for initial release #698

Job	Run time
server-ai-langchain-windows (3.12)	23s
server-ai-openai-windows (3.10)	26s
server-ai-linux (3.10)	19s
server-ai-openai-linux (3.10)	28s
server-ai-langchain-windows (3.10)	23s
server-ai-openai-windows (3.12)	27s
server-ai-windows (3.12)	24s
server-ai-linux (3.13)	18s
server-ai-windows (3.10)	23s
server-ai-windows (3.14)	26s
server-ai-langchain-windows (3.14)	42s
server-ai-langchain-windows (3.13)	25s
server-ai-langchain-windows (3.11)	23s
server-ai-linux (3.11)	16s
server-ai-linux (3.14)	16s
server-ai-openai-windows (3.14)	35s
server-ai-windows (3.13)	26s
server-ai-openai-windows (3.13)	30s
server-ai-openai-linux (3.11)	23s
server-ai-openai-linux (3.13)	26s
server-ai-openai-windows (3.11)	28s
server-ai-optimization-windows (3.11)	1m 25s
server-ai-openai-linux (3.12)	25s
server-ai-optimization-linux (3.14)	11s
server-ai-langchain-linux (3.12)	19s
server-ai-optimization-windows (3.14)	1m 26s
server-ai-langchain-linux (3.11)	18s
server-ai-optimization-windows (3.12)	1m 35s
server-ai-langchain-linux (3.14)	25s
server-ai-langchain-linux (3.10)	18s
server-ai-optimization-linux (3.12)	12s
server-ai-optimization-linux (3.13)	11s
server-ai-linux (3.12)	17s
server-ai-optimization-windows (3.13)	1m 32s
server-ai-optimization-linux (3.11)	10s
server-ai-windows (3.11)	22s
server-ai-optimization-linux (3.10)	14s
server-ai-optimization-windows (3.10)	1m 26s
server-ai-langchain-linux (3.13)	22s
server-ai-openai-linux (3.14)	30s
	20m 25s

Provide feedback