refactor(agent): enable immediate response instruction in supervisor prompt

refactor(api): add LLM abstraction layer to replace hardcoded model strings

feat(agent): implement supervisor agent with tool routing and math solver

feat(agent): add web search agent with LangGraph and Tavily integration

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Update requirements.txt

Update requirements.txt

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Create requirements.txt