feat: implements base optimization logic in the optimization sdk #414

Job	Run time
server-ai-linux (3.12)	19s
server-ai-openai-linux (3.10)	18s
server-ai-windows (3.10)	51s
server-ai-linux (3.13)	19s
server-ai-langchain-windows (3.13)	25s
server-ai-openai-linux (3.12)	24s
server-ai-linux (3.10)	16s
server-ai-langchain-windows (3.12)	26s
server-ai-openai-linux (3.13)	21s
server-ai-windows (3.13)	19s
server-ai-langchain-linux (3.11)	23s
server-ai-langchain-windows (3.10)	22s
server-ai-openai-windows (3.11)	21s
server-ai-linux (3.11)	16s
server-ai-openai-windows (3.12)	26s
server-ai-windows (3.12)	37s
server-ai-openai-linux (3.11)	22s
server-ai-openai-windows (3.10)	20s
server-ai-langchain-linux (3.12)	23s
server-ai-langchain-linux (3.10)	21s
server-ai-langchain-windows (3.11)	30s
server-ai-openai-windows (3.13)	22s
server-ai-windows (3.11)	35s
server-ai-optimization-linux (3.11)	13s
server-ai-optimization-windows (3.10)	20s
server-ai-optimization-windows (3.11)	24s
server-ai-optimization-linux (3.12)	10s
server-ai-langchain-linux (3.13)	20s
server-ai-optimization-linux (3.10)	16s
server-ai-optimization-linux (3.13)	13s
server-ai-optimization-windows (3.12)	28s
server-ai-optimization-windows (3.13)	21s
	12m 1s

Provide feedback