def gerar_resposta_compilada(serializer):
    return {
        "num_chunks_retrieval": serializer["num_chunks_retrieval"],
        "embedding_weight": serializer["embedding_weight"],
        "bm25_weight": serializer["bm25_weight"],
        "context_window": serializer["context_window"],
        "chunk_overlap": serializer["chunk_overlap"],
        "num_k_rerank": serializer["num_k_rerank"],
        "model_cohere_rerank": serializer["model_cohere_rerank"],
        "more_initial_chunks_for_reranking": serializer[
            "more_initial_chunks_for_reranking"
        ],
        "claude_context_model": serializer["claude_context_model"],
        "gpt_temperature": serializer["gpt_temperature"],
        "user_message": serializer["user_message"],
        "model": serializer["model"],
        "hf_embedding": serializer["hf_embedding"],
        "chunk_size": serializer["chunk_size"],
        "chunk_overlap": serializer["chunk_overlap"],
        "prompt_auxiliar": serializer["prompt_auxiliar"],
        "prompt_gerar_documento": serializer["prompt_gerar_documento"],
    }