Adds debug output for search and markdown conversion

Adds debug output for search and markdown conversion

Moves agent prompt instructions to runtime

Renames handoff_prompt to initial_state for clarity

Renames system prompt parameter to handoff prompt

Integrates shared LLM into all agents and improves logging

Refatora a inicialização do agente para usar agentes individuais em vez de funções, melhorando a organização e a clareza do código.

Adds web page to markdown conversion tool

Refactors agent for clarity and removes cache debug logs

Adds exception handling to agent answer retrieval

Adds cache loading and verbose cache updates

Adds answer caching and user score types

Remove unused login import and call from huggingface_hub

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