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Note that not all properties can be transitioned."}}},"component":"data2-core-types@ComponentParameter"},"repeatReference":{"params":{"component":{"component":"data2-core-primitives@String","params":{"content":"data2-core-primitives@String"}},"category":"content","index":{"component":"data2-core-primitives@Number","params":{"content":232}},"shouldShow":{"component":"data2-core-primitives@Boolean","preventEvaluation":true,"params":{"content":{"component":"data2-core-types@Reference","params":{"reference":"repeat"}}}},"visibility":"public","description":{"component":"data2-core-primitives@String","params":{"content":"Names the data from the \"repeat\" property for each of the block's children. 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This is a deterministic rendering rule and must be followed strictly.,\n    \"*não utilize perguntas de follow up se o serviço não for CONSULTA_FAQ.\n*caso a faq selecionada possua perguntas de follow up no campo  perguntas_follow_up  retorne as sempre traduzidas de acordo com a {lang} na resposta e sempre pule linha para cada pergunta,  caso contrario não retorne nenhuma pergunta .\\n*sempre quebre a linha ao final de cada pergunta follow up. não utilize, não retorne o nome da faq 'pergunta' na resposta.*caso a faq selecionada possua o campo flag_resposta quero que retorne a resposta exatamente como esta na faq porem traduzida de acordo com o {lang}, sem nenhuma formatação adicional não utilize emojis que não estão no campo resposta da faq..\\n* Sempre escreva a resposta dentro das tags <reply>...</reply>.- Se o campo `resposta` da FAQ já contiver markdown, preserve exatamente como está, sem alterar ou reformatar apenas respeitando a regra de tradução. Se o campo `resposta` não contiver emojis não adicone na resposta, não invente marcação: apenas respeite as quebras de linha originais e, se necessário, aplique formatação mínima em markdown (parágrafos e bullets simples) apenas para garantir legibilidade.\\n*caso a faq selecionada possua o campo links_relacionados sempre retorne na resposta o link com o seu titulo traduzido caso contrario nao retorne o link nem o titulo do link.\",\n    \"As an AI assistant created by Natura Area of ​​excellence in purchasing. Always follow this exact structure in all responses, and never deviate from it:<reply>Include only the fields from the selected FAQ exactly as they appear: resposta and title (always).  Only include link, links_relacionados, or arquivos_anexos if these fields exist and are not empty in the FAQ.  Do not include any reference to the FAQ name, _id, or any extra text.  If the selected FAQ's perguntas_follow_up field is not empty,\\\\ninclude them below the content of the resposta field under the heading \\\\\\\"#### 📌 Perguntas Relacionadas\" or \"Related questions\" or \"Preguntas relacionadas\" according to the lang. List each question exactly as it appears in the field.If perguntas_follow_up is empty, do not include the heading or any questions. Never use the quando_utilizar field as follow-up. *sempre quebre a linha ao final de cada pergunta follow up.\\n Never use the quando_utilizar field as a follow-up question.Do not invent, summarize, or add placeholders like “não há”.  Never include any JSON, headers, or extra text about FAQs inside <reply>.Include only the literal content of the fields specified above, translated according to {lang}..</reply><not_found>[yes or no]</not_found><faqs>Return only the _id and pergunta fields of the FAQs actually used.  If no FAQ is used, return an empty array [].  Do not include any other fields or invent data.</faqs>Critério de correspondência de FAQ: \\n\\nUtilize a FAQ se ela responder diretamente à pergunta do usuário, mesmo que:\\n- A redação não seja idêntica, mas o sentido seja claramente o mesmo.\\n- Haja pequenas variações técnicas (maiúsculas/minúsculas, acentos, plural/singular, espaços extras).\\n- O usuário mencione apenas parte de um termo ou expressão que está na FAQ.\\n\\nSempre quebre a linha ao final de cada pergunta follow up.\\nNunca invente ou misture conteúdos que não estejam literalmente presentes na FAQ.\\nNão aceite interpretações livres, paráfrases distantes ou suposições.\\nSe a FAQ não responder claramente ao que foi perguntado, devolva obrigatoriamente\\n<not_found>yes</not_found> e <faqs>[]</faqs>.”\\\\n\\\\nObrigatoriedade do campo pergunta em <faqs>:“Sempre que utilizar uma FAQ, retorne obrigatoriamente em <faqs> os campos _id e pergunta. 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Se o campo `resposta` não contiver emojis não adicone na resposta, não invente marcação: apenas respeite as quebras de linha originais e, se necessário, aplique formatação mínima em markdown (parágrafos e bullets simples) apenas para garantir legibilidade.\n*caso a faq selecionada possua o campo links_relacionados sempre retorne na resposta  o link com o seu titulo caso contrario nao retorne o link nem o titulo do link."}},{"component":"data2-core-primitives@String","params":{"content":"As an AI assistant created by Natura Area of ​​excellence in purchasing. Always follow this exact structure in all responses, and never deviate from it:<reply>Include only the fields from the selected FAQ exactly as they appear: resposta and title (always).  Only include link, links_relacionados, or arquivos_anexos if these fields exist and are not empty in the FAQ.  Do not include any reference to the FAQ name, _id, or any extra text.  If the selected FAQ's perguntas_follow_up field is not empty,\\ninclude them below the content of the resposta field under the heading \\\"#### 📌 Perguntas Relacionadas\\\".List each question exactly as it appears in the field.If perguntas_follow_up is empty, do not include the heading or any questions. Never use the quando_utilizar field as follow-up. *sempre quebre a linha ao final de cada pergunta follow up.\n Never use the quando_utilizar field as a follow-up question.Do not invent, summarize, or add placeholders like “não há”.  Never include any JSON, headers, or extra text about FAQs inside <reply>. Only include the literal content of the fields specified above.</reply><not_found>[yes or no]</not_found><faqs>Return only the _id and pergunta fields of the FAQs actually used.  If no FAQ is used, return an empty array [].  Do not include any other fields or invent data.</faqs>Critério de correspondência de FAQ: \n\nUtilize a FAQ se ela responder diretamente à pergunta do usuário, mesmo que:\n- A redação não seja idêntica, mas o sentido seja claramente o mesmo.\n- Haja pequenas variações técnicas (maiúsculas/minúsculas, acentos, plural/singular, espaços extras).\n- O usuário mencione apenas parte de um termo ou expressão que está na FAQ.\n\nNunca invente ou misture conteúdos que não estejam literalmente presentes na FAQ.\nNão aceite interpretações livres, paráfrases distantes ou suposições.\nSe a FAQ não responder claramente ao que foi perguntado, devolva obrigatoriamente\n<not_found>yes</not_found> e <faqs>[]</faqs>.”\\n\\nObrigatoriedade do campo pergunta em <faqs>:“Sempre que utilizar uma FAQ, retorne obrigatoriamente em <faqs> os campos _id e pergunta. Nunca omita pergunta.”Never write anything outside <reply>, except <not_found> and <faqs> tags.  \\nNever include <not_found> or <faqs> inside the <reply> tag.  Never return responses in JSON, XML, CSV or other structured formats inside <reply>.  Do not invent, infer, summarize, explain, or create content that is not literally present in the selected FAQ.  Do not use FAQs that are partially related, loosely connected, or only similar in name or concept. Only exact matches count.  \\n\\nIf no FAQ exactly matches the user's question based on the pergunta, quando_utilizar, or resposta fields, immediately return <not_found>yes</not_found> and <faqs>[]</faqs>, including only a generic services list if the service is “consulta de FAQ.”If more than one FAQ exactly matches the question, do not select one automatically; first ask the user for clarification by posing follow-up questions exactly as they appear in the perguntas_follow_up field. Only after the user provides clarification should the most appropriate FAQ be delivered as the final response.Always include the list of FAQs that were actually used, or an empty list if none were used, formatted as JSON inside the <faqs></faqs> tags. Never invent or guess answers when no FAQ qualifies."}},{"component":"data2-core-primitives@String","params":{"content":"If no FAQ exactly matches the user's question based on the pergunta, quando_utilizar, or resposta fields:\n\n- If the selected service is “CONSULTA_FAQ”, immediately return:\n  <reply>\n Não encontrei nenhuma informação correspondente à sua pergunta. Aqui estão os serviços disponíveis:\n\n### 📌 Serviços Disponíveis\n\n#### 🔎 Consulta Informações CNPJ  \nUse **somente quando o usuário informar um número de CNPJ**.  \nExemplos:  \n- \"consegue ver quem são os fundadores dessa empresa com esse cnpj : 123456789121314 ?\"  \n- \"consulta esse cnpj 123456789121314 ?\"  \n\n---\n\n#### 🗂️ Consulta Taxonomia  \nUse quando a pergunta estiver **diretamente relacionada a taxonomia ou categoria de fornecedor/produto**.  \nExemplos:  \n- \"Qual melhor taxonomia para XXX?\"  \n- \"Qual melhor categoria para XXX?\"  \n- \"Quero fazer um evento, qual categoria de fornecedor devo escolher?\"  \n- \"Quero contratar o serviço X, qual categoria eu escolho?\"  \n- \"Quero comprar um Y, qual é a categoria correta?\"  \n\n---\n\n#### ❓ FAQ  \nUse quando o usuário tiver **dúvidas sobre processos internos ou uso do sistema**, sem relação com outros serviços.  \nExemplos:  \n- \"Quero informações sobre XXX\"  \n- \"Como faço para solicitar acesso?\"  \n\n---- \n\n#### 🏠 Consulta CEP  \nUse quando o usuário quiser **consultar um CEP para obter o endereço correspondente**.  \n\n---\n\n#### 🏢 Buscar Fornecedores  \nUse quando o usuário quiser **encontrar ou avaliar um fornecedor** pelo nome ou código.  \nExemplos:  \n- \"Estou procurando o cadastro da Accenture\"  \n- \"Consultar a empresa XPTOZ\"  \n- \"De qual fornecedor é esse código? 123456\"  \n- \"Queria avaliar o fornecedor XXXXX\"  \n- \"Quero enviar uma avaliação sobre um fornecedor\"  \n\n---\n\n#### 🎫 Consultar Ticket  \nUse quando o usuário quiser **saber o status de um ticket** informando o código (sempre começa com **CS**).  \nExemplos:  \n- \"Como está o ticket CS0318060?\"  \n- \"Quero verificar o ticket CS1234567\"  \n\n\n  </reply>\n  <not_found>yes</not_found>\n  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Se o campo `resposta` não contiver emojis não adicone na resposta, não invente marcação: apenas respeite as quebras de linha originais e, se necessário, aplique formatação mínima em markdown (parágrafos e bullets simples) apenas para garantir legibilidade.\n*caso a faq selecionada possua o campo links_relacionados sempre retorne na resposta  o link com o seu titulo caso contrario nao retorne o link nem o titulo do link."}},{"component":"data2-core-primitives@String","params":{"content":"As an AI assistant created by Natura Area of ​​excellence in purchasing. Always follow this exact structure in all responses, and never deviate from it:<reply>Include only the fields from the selected FAQ exactly as they appear: resposta and title (always).  Only include link, links_relacionados, or arquivos_anexos if these fields exist and are not empty in the FAQ.  Do not include any reference to the FAQ name, _id, or any extra text.  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Fonte de dados por tipo de pergunta:\n   - Pergunta sobre usuários → use aggregated_users.\n   - Pergunta sobre FAQs → use aggregated_faqs.\n     *Para FAQs, busque os dados de cada mês dentro do aggregated_faqs correspondentes aos meses do intervalo, não apenas os meses mencionados.*\n   - Pergunta sobre serviços → use aggregated_services.\n   - Pergunta sobre sub-processos do sistema → use aggregated_sub_processo_sistema.\n   - Pergunta sobre processos → use aggregated_processos.\n\n5. Panorama geral:\n   - Para perguntas sobre visão geral, use <monitoramento_geral> junto com os dados agregados (aggregated_*) correspondentes.\n\n6. Formato da resposta:\n   - Sempre dentro da tag <reply> ... </reply>.\n   - Use listas, mini-tabelas e destaques para indicar variações, gargalos ou insights.\n   - Nada deve ser retornado fora dessa tag.\n\n7. 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- Vendor Onboarding - CPS  : 

\n- Temos dores no processo \n- A primeira dor é a solicitação (um estagiário, qualquer profissional) precisa conhecer a nossa árvore de categorização (Logística -> Embalagem -> Embalagem Plástica/vidro etc ..) Hoje essa árvore possuí 215 categorias, e hoje obrigamos esse colaborador a navegar até o último nível para abrir a solicitação. \n- Hoje isso é feito via Excell e as pessoas tem dificuldade e ainda selecionam de maneira errada . \n- Baixo engajamento no processo.  
Uma forma Simples de categorizar para ser mais assertivo \n\nIsso se conecta com outras coisas : 
\n\n\n\n\n___________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________\n\n\n\n
 - Consulta de fornecedores habilitados para fornecer cada tipo de serviço

- CATALOGO :\n\nAqui na Natura a gente cria fornecedor pra tudo e isso cria muitos gargalos ..  tem como ele consultar hoje na base\nMouse sem fio por exemplo está dentro da categoria periféricos (temos desde servidores até headphones) 
(Preciso de uma agência que faça decoração de eventos .. porém dentro de eventos tem um mar de possibilidades)
\nEsse catálogo está distribuido em 3 sistema distintos (SAP, ServiceNow)\n\n\n
- USAR A JORNADA PARA REALIMENTAR O INICIO DO SERVICO - FEEDBACKS - RANKING : ⭐️⭐️⭐️⭐️⭐️\n\n\n-Precisamos agrupar Plantas \n\n\n\nNo onboarding, sugerir \n\n\n\n___________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________\n\n\nRequisitante faz a abertura da solicitação do ticket com dados básicos do fornecedor : 
- Vamos tratar o Ticket 
- Convite para Cadastro no Ariba e fornecer todos os dados para efetuar 

Macro que agente extrai os formularies do service-now, e essa macro gera um FUP de D3 - D5 - D10 e D15, com base nisso os analistas fazem a cobrança dos fornecedores do cadastro no Ariba, a partir do Service-Now. \n\n\n- CANAL de auto-serviço para fornecedores \t\n\n\n- Onboarding a aprtir de um convite interno para fornecedores \n\n\n - Ao final de um Serviço \n\n\n\n\n___________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________\n\n\n PRICE_LIST : Histórico de Deals e Preços pra consulta 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Supplier Groups :  \nAdicionar agregação com a média da overall_rating dos fornecedores por grupo\nCOUNT (total avaliações)\nAVG - overall_rating (nota média)\n\n\nGet Supplier :  \nAdicionar a agregação das avaliações filtrando só um supplier \nCOUNT (total avaliações)\nAVG - overall_rating (nota média)\n\n\nRate-Supplier \nReceber : ID do Supplier, Email, e as informações da avaliação, \nretonar o novo cálculo de avaliação para o fornecedor avaliado. \n\n\n\n\n"},"updatedAt":"2025-06-20T14:29:01.635Z","createdAt":"2025-04-07T17:08:07.297Z"},{"_id":"67f40d933b42c722daf44c86","component":"data2-core-primitives@Artboard","system":"678548d01d675a6e800ed452","displayName":"New Artboard 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Ruim:\n\nA ACME Publicidade deixou muito a desejar em seus serviços. Apesar de terem uma equipe grande, o atendimento foi extremamente desorganizado e pouco profissional. Tivemos muitos atrasos nas entregas dos projetos, com diversas correções necessárias devido à falta de atenção aos detalhes. A qualidade do material produzido também não correspondeu às nossas expectativas, com erros gráficos e de conteúdo que comprometeram o resultado final. Além disso, a comunicação com a equipe foi muito difícil, com respostas lentas e pouca proatividade na resolução de problemas. No geral, ficamos muito insatisfeitos com o trabalho da ACME Publicidade e não recomendaríamos seus serviços a outras empresas.\n\nAvaliação Muito Boa:\n\nA ACME Publicidade superou todas as nossas expectativas com o excelente trabalho realizado. Desde o primeiro contato, a equipe se mostrou extremamente profissional, compreendendo bem nossas necessidades e apresentando soluções criativas e inovadoras. O atendimento foi ágil e eficiente, com uma comunicação clara e transparente ao longo de todo o processo. Os prazos foram rigorosamente cumpridos, e o material entregue apresentou um nível de qualidade excepcional, com um design impecável e conteúdo relevante e engajador. Ficamos impressionados com a capacidade da ACME em transformar nossas ideias em resultados tangíveis, superando inclusive nossos próprios objetivos. 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Método de Autenticação para Obtenção do Token\n\nA obtenção do token é realizada diretamente pela própria documentação, através da funcionalidade “Gerar nova chave”.\nEsse processo utiliza o usuário atualmente logado na plataforma para criar o token necessário para consumir os endpoints.\n\nComo o Token é Obtido:\n\n- O usuário precisa estar logado na plataforma.\n\n- Na própria documentação existe um botão “Gerar nova chave”.\n\n- Ao clicar nesse botão, o sistema utiliza as informações do usuário logado para criar o token.\n- Uma vez que a chave é gerada ela ira aparecer dentro do campo cinza ao lado do botão do clipboard\n- O token gerado pode então ser utilizado em todas as requisições aos endpoints.\n## Como consumir os endpoints de exemplo\n\nA seguir estão instruções simples (em **cURL**) para chamar cada um dos três endpoints disponibilizados.  \nTodos são **GET** e recebem, via *query‑string*, os parâmetros:\n - **`from`** que indica a data‑hora a partir da qual os registros devem ser retornados (formato ISO‑8601, ex.: `2025-01-01T00:00:00Z`).\n- **`size`** define a quantidade máxima de registros retornados por página;\n- **`skip`** define o número de registros a serem ignorados (offset) antes de iniciar o retorno.\n\n> **Obs.** A API exige autenticação, portanto há necessidade de enviar cabeçalhos `Authorization`. Basta acrescentar o cabeçalho apropriado (`Bearer <token>`).\n\n---\n\n### 1. Grupos de fornecedores  \n**Endpoint**: `https://natura-compras-excelencia.data2.link/rush/sync-api-groups`\n\n```bash\ncurl --location 'https://natura-compras-excelencia.data2.link/rush/sync-api-groups?size=3&skip=4' \\\n--header 'Authorization: Bearer <token>'\n```\n\n#### Exemplo de resposta (JSON)\n\n```json\n[\n  {\n    \"data\": [\n        {\n            \"_id\": \"6848387f70ed759cb9b1a4e1\",\n            \"name\": \"Hds Sistemas De Energia Eireli\",\n            \"createdAt\": \"2025-06-10T13:51:59.609Z\",\n            \"updatedAt\": \"2025-06-10T13:51:59.609Z\",\n            \"__v\": 0\n        },\n        {\n            \"_id\": \"684839e378e7e3788c087846\",\n            \"name\": \"Csu\",\n            \"createdAt\": \"2025-06-10T13:57:55.322Z\",\n            \"updatedAt\": \"2025-06-10T13:57:55.322Z\",\n            \"__v\": 0\n        },\n        {\n            \"_id\": \"684839f89eae9ba5af4be53a\",\n            \"name\": \"Odontoprev Sa\",\n            \"createdAt\": \"2025-06-10T13:58:16.339Z\",\n            \"updatedAt\": \"2025-06-10T13:58:16.339Z\",\n            \"__v\": 0\n        }\n    ],\n    \"paginate\": {\n        \"size\": \"3\",\n        \"skip\": \"4\",\n        \"total\": 39891,\n        \"page\": 2,\n        \"pages\": 13297\n    }\n}\n]\n```\n\n---\n\n### 2. Fornecedores (detalhes)  \n**Endpoint**: `https://natura-compras-excelencia.data2.link/rush/sync-api-supplier`\n\n```bash\ncurl --location 'https://natura-compras-excelencia.data2.link/rush/sync-api-supplier?from=2025-05-01T00%3A00%3A00Z&size=3&skip=4' \\\n--header 'Authorization: Bearer <token>'\n```\n\n#### Exemplo de resposta (JSON)\n\n```json\n[\n {\n    \"data\": [\n        {\n            \"_id\": \"687ef6e35f3e0f2a5ebcccd7\",\n            \"group\": {\n                \"_id\": \"6848b5b0dee81723f000fd76\",\n                \"name\": \"Belly Watch\",\n                \"createdAt\": \"2025-06-10T22:46:08.202Z\",\n                \"updatedAt\": \"2025-06-10T22:46:08.202Z\",\n                \"__v\": 0\n            },\n            \"group_name\": \"Belly Watch\",\n            \"id_sap_ecc_10\": \"806966\",\n            \"id_sap_ecc\": \"806966\",\n            \"id_sn_vrm\": \"\",\n            \"id_sn_sys_id\": \"\",\n            \"ariba_code_slp\": \"\",\n            \"id_esim\": \"\",\n            \"id_mdg\": \"1000043893\",\n            \"id_s_4\": \"\",\n            \"ecc_lfa_1_ktok\": \"ZIMP\",\n            \"tax_id\": \"\",\n            \"address\": \"25 UNIT A3 25 F GOLD KING INDUSTRIA\",\n            \"country\": \"HK\",\n            \"email\": \"\",\n            \"phone\": \"\",\n            \"supplier_name\": \"BELLY WATCH CO LIMITED\",\n            \"cnpj\": \"\",\n            \"cep\": 0,\n            \"postal_code\": \"\",\n            \"sync_strategy\": \"(SEM ZEUS)-ZV_MDG+LFA1\",\n            \"createdAt\": \"2025-07-22T02:26:43.835Z\",\n            \"updatedAt\": \"2025-11-01T03:10:37.944Z\",\n            \"harmonizado_por\": \"name (embrace or zeus)\",\n            \"__v\": 0,\n            \"insert_qualifications\": false,\n            \"modify_qualifications\": \"2025-11-01T03:10:25.012Z\"\n        },\n        {\n            \"_id\": \"687ef6e357718d56e39b9db7\",\n            \"group\": {\n                \"_id\": \"6848bb359623b023a8b2bff0\",\n                \"name\": \"Fundacao Pio Xii\",\n                \"createdAt\": \"2025-06-10T23:09:41.387Z\",\n                \"updatedAt\": \"2025-06-10T23:09:41.387Z\",\n                \"__v\": 0\n            },\n            \"group_name\": \"Fundacao Pio Xii\",\n            \"id_sap_ecc_10\": \"807150\",\n            \"id_sap_ecc\": \"807150\",\n            \"id_sn_vrm\": \"\",\n            \"id_sn_sys_id\": \"\",\n            \"ariba_code_slp\": \"\",\n            \"id_esim\": \"\",\n            \"id_mdg\": \"1000044149\",\n            \"id_s_4\": \"\",\n            \"ecc_lfa_1_ktok\": \"ZOUT\",\n            \"tax_id\": \"49150352000708\",\n            \"address\": \"TV EDUARDO BATISTA DA 1512, ANEXO A\",\n            \"country\": \"BR\",\n            \"email\": \"\",\n            \"phone\": \"\",\n            \"supplier_name\": \"FUNDACAO PIO XII\",\n            \"cnpj\": 49150352000708,\n            \"cep\": \"14784-377\",\n            \"postal_code\": \"\",\n            \"sync_strategy\": \"(SEM ZEUS)-ZV_MDG+LFA1\",\n            \"createdAt\": \"2025-07-22T02:26:43.833Z\",\n            \"updatedAt\": \"2025-11-01T03:10:34.392Z\",\n            \"harmonizado_por\": \"LFA1 - mcod\",\n            \"__v\": 0,\n            \"insert_qualifications\": false,\n            \"modify_qualifications\": \"2025-11-01T03:10:25.073Z\"\n        },\n        {\n            \"_id\": \"687ef6e396ff0c6c2f84602f\",\n            \"group\": {\n                \"_id\": \"684894fadee81723f0fcf2eb\",\n                \"name\": \"CHINA QIAN TRADE LTD\",\n                \"createdAt\": \"2025-06-10T20:26:34.007Z\",\n                \"updatedAt\": \"2025-06-10T20:26:34.007Z\",\n                \"__v\": 0\n            },\n            \"group_name\": \"CHINA QIAN TRADE LTD\",\n            \"id_sap_ecc_10\": \"806588\",\n            \"id_sap_ecc\": \"806588\",\n            \"id_sn_vrm\": \"\",\n            \"id_sn_sys_id\": \"\",\n            \"ariba_code_slp\": \"S61123410\",\n            \"id_esim\": \"\",\n            \"id_mdg\": \"1000043454\",\n            \"id_s_4\": \"\",\n            \"ecc_lfa_1_ktok\": \"ZIMP\",\n            \"tax_id\": \"\",\n            \"address\": \"NO 55 SUHUA STR SUXI INDUSTRIAL ARE\",\n            \"country\": \"CN\",\n            \"email\": \"\",\n            \"phone\": \"\",\n            \"supplier_name\": \"CHINA QIAN TRADE LTD\",\n            \"cnpj\": \"\",\n            \"cep\": 322000,\n            \"postal_code\": \"\",\n            \"sync_strategy\": \"(SEM ZEUS)-ZV_MDG+LFA1\",\n            \"createdAt\": \"2025-07-22T02:26:43.795Z\",\n            \"updatedAt\": \"2025-11-01T03:10:37.197Z\",\n            \"harmonizado_por\": \"name (embrace or zeus)\",\n            \"__v\": 0,\n            \"insert_qualifications\": false,\n            \"modify_qualifications\": \"2025-11-01T03:10:25.017Z\"\n        }\n    ],\n    \"paginate\": {\n        \"size\": \"3\",\n        \"skip\": \"4\",\n        \"total\": 46655,\n        \"page\": 2,\n        \"pages\": 15552\n    }\n}\n]\n```\n\n---\n\n### 3. Avaliações (rating)  \n**Endpoint**: `https://natura-compras-excelencia.data2.link/rush/sync-api-rating`\n\n```bash\ncurl --location 'https://natura-compras-excelencia.data2.link/rush/sync-api-rating?from=2025-05-01T00%3A00%3A00Z&size=3&skip=4' \\\n--header 'Authorization: Bearer <token>'\n```\n\n#### Exemplo de resposta (JSON)\n\n```json\n[\n{\n    \"data\": [\n        {\n            \"_id\": \"68a753766db19b4ea484ac50\",\n            \"author\": \"victoriasouza@natura.net\",\n            \"supplier\": {\n                \"_id\": \"68486e129623b023a8a9c941\",\n                \"group\": {\n                    \"_id\": \"68486beb70ed759cb9b5eb06\",\n                    \"name\": \"Amek\",\n                    \"createdAt\": \"2025-06-10T17:31:23.431Z\",\n                    \"updatedAt\": \"2025-06-10T17:31:23.431Z\",\n                    \"__v\": 0\n                },\n                \"group_name\": \"Amek\",\n                \"id_sap_ecc_10\": \"802435\",\n                \"id_sap_ecc\": \"802435\",\n                \"id_sn_vrm\": \"VRM0002862\",\n                \"id_sn_sys_id\": \"c3eea008dba7d1904f0d5e7cf396194c\",\n                \"ariba_code_slp\": \"S28695213\",\n                \"id_mdg\": \"802435\",\n                \"ecc_lfa_1_ktok\": \"ZSER\",\n                \"tax_id\": \"10752144000158\",\n                \"address\": \"AVENIDA SANTA INES 836, SALA 04\",\n                \"country\": \"BR\",\n                \"phone\": \"01139326904\",\n                \"supplier_name\": \"AMEK TRADUCOES E SERVICOS LTDA\",\n                \"cnpj\": {\n                    \"uf\": \"SP\",\n                    \"cep\": \"02378080\",\n                    \"qsa\": [\n                        {\n                            \"pais\": null,\n                            \"nome_socio\": \"EDUARDO MAXIMO DA SILVA\",\n                            \"codigo_pais\": null,\n                            \"faixa_etaria\": \"Entre 41 a 50 anos\",\n                            \"cnpj_cpf_do_socio\": \"***008418**\",\n                            \"qualificacao_socio\": \"Sócio-Administrador\",\n                            \"codigo_faixa_etaria\": 5,\n                            \"data_entrada_sociedade\": \"2009-03-30\",\n                            \"identificador_de_socio\": 2,\n                            \"cpf_representante_legal\": \"***000000**\",\n                            \"nome_representante_legal\": \"\",\n                            \"codigo_qualificacao_socio\": 49,\n                            \"qualificacao_representante_legal\": \"Não informada\",\n                            \"codigo_qualificacao_representante_legal\": 0\n                        }\n                    ],\n                    \"cnpj\": \"10752144000158\",\n                    \"pais\": null,\n                    \"email\": null,\n                    \"porte\": \"MICRO EMPRESA\",\n                    \"bairro\": \"HORTO FLORESTAL\",\n                    \"numero\": \"236\",\n                    \"ddd_fax\": \"1139842178\",\n                    \"municipio\": \"SAO PAULO\",\n                    \"logradouro\": \"EUGENIO DA SILVA\",\n                    \"cnae_fiscal\": 7490101,\n                    \"codigo_pais\": null,\n                    \"complemento\": \"\",\n                    \"codigo_porte\": 1,\n                    \"razao_social\": \"AMEK TRADUCOES E SERVICOS LTDA\",\n                    \"nome_fantasia\": \"AMEK\",\n                    \"capital_social\": 110000,\n                    \"ddd_telefone_1\": \"1139326904\",\n                    \"ddd_telefone_2\": \"1177401059\",\n                    \"opcao_pelo_mei\": false,\n                    \"codigo_municipio\": 7107,\n                    \"cnaes_secundarios\": [\n                        {\n                            \"codigo\": 7733100,\n                            \"descricao\": \"Aluguel de máquinas e equipamentos para escritórios\"\n                        },\n                        {\n                            \"codigo\": 7739099,\n                            \"descricao\": \"Aluguel de outras máquinas e equipamentos comerciais e industriais não especificados anteriormente, sem operador\"\n                        },\n                        {\n                            \"codigo\": 8219999,\n                            \"descricao\": \"Preparação de documentos e serviços especializados de apoio administrativo não especificados anteriormente\"\n                        },\n                        {\n                            \"codigo\": 7420004,\n                            \"descricao\": \"Filmagem de festas e eventos\"\n                        }\n                    ],\n                    \"natureza_juridica\": \"Sociedade Empresária Limitada\",\n                    \"regime_tributario\": null,\n                    \"situacao_especial\": \"\",\n                    \"opcao_pelo_simples\": true,\n                    \"situacao_cadastral\": 2,\n                    \"data_opcao_pelo_mei\": null,\n                    \"data_exclusao_do_mei\": null,\n                    \"cnae_fiscal_descricao\": \"Serviços de tradução, interpretação e similares\",\n                    \"codigo_municipio_ibge\": 3550308,\n                    \"data_inicio_atividade\": \"2009-03-30\",\n                    \"data_situacao_especial\": null,\n                    \"data_opcao_pelo_simples\": \"2020-01-01\",\n                    \"data_situacao_cadastral\": \"2009-03-30\",\n                    \"nome_cidade_no_exterior\": \"\",\n                    \"codigo_natureza_juridica\": 2062,\n                    \"data_exclusao_do_simples\": null,\n                    \"motivo_situacao_cadastral\": 0,\n                    \"ente_federativo_responsavel\": \"\",\n                    \"identificador_matriz_filial\": 1,\n                    \"qualificacao_do_responsavel\": 49,\n                    \"descricao_situacao_cadastral\": \"ATIVA\",\n                    \"descricao_tipo_de_logradouro\": \"RUA\",\n                    \"descricao_motivo_situacao_cadastral\": \"SEM MOTIVO\",\n                    \"descricao_identificador_matriz_filial\": \"MATRIZ\"\n                },\n                \"cep\": {\n                    \"cep\": \"02378080\",\n                    \"state\": \"SP\",\n                    \"city\": \"São Paulo\",\n                    \"neighborhood\": \"Horto Florestal\",\n                    \"street\": \"Rua Eugênio da Silva\",\n                    \"service\": \"open-cep\",\n                    \"location\": {\n                        \"type\": \"Point\",\n                        \"coordinates\": {}\n                    }\n                },\n                \"postal_code\": \"0015084141\",\n                \"sync_strategy\": \"INITIAL_LOAD=ZEUS_ECC+MDG_ECC=SN+ECC\",\n                \"createdAt\": \"2025-06-10T17:40:34.486Z\",\n                \"updatedAt\": \"2025-11-08T09:26:37.321Z\",\n                \"__v\": 0,\n                \"insert_qualifications\": true,\n                \"modify_qualifications\": \"2025-11-08T09:25:29.861Z\",\n                \"qualifications\": [\n                    {\n                        \"taxonomy_values\": {\n                            \"u_id\": \"50201009\",\n                            \"u_name\": \"Serviços de Tradução\"\n                        },\n                        \"u_status\": \"work\",\n                        \"u_taxonomy\": {\n                            \"link\": \"https://portalatendimento.natura.net/api/now/table/sn_vdr_risk_asmt_taxonomy/6ddb77a21b219990a530426fe54bcb25\",\n                            \"value\": \"6ddb77a21b219990a530426fe54bcb25\"\n                        }\n                    }\n                ]\n            },\n            \"overall_rating\": 5,\n            \"execution_rating\": 5,\n            \"care_rating\": 4,\n            \"createdAt\": \"2025-08-21T17:12:22.809Z\",\n            \"updatedAt\": \"2025-08-21T17:46:49.541Z\",\n            \"__v\": 0\n        },\n        {\n            \"_id\": \"68a753ad66843ea71a24fcdd\",\n            \"author\": \"victoriasouza@natura.net\",\n            \"supplier\": {\n                \"_id\": \"68486b1e9623b023a8a963d2\",\n                \"group\": {\n                    \"_id\": \"68486b1d9eae9ba5af4ffba3\",\n                    \"name\": \"Top Services\",\n                    \"createdAt\": \"2025-06-10T17:27:57.390Z\",\n                    \"updatedAt\": \"2025-06-10T17:27:57.390Z\",\n                    \"__v\": 0\n                },\n                \"group_name\": \"Top Services\",\n                \"id_sap_ecc_10\": \"166977\",\n                \"id_sap_ecc\": \"166977\",\n                \"id_sn_vrm\": \"VRM0001292\",\n                \"id_sn_sys_id\": \"84dea884dba7d1904f0d5e7cf39619e6\",\n                \"ariba_code_slp\": \"S21280018\",\n                \"id_mdg\": \"166977\",\n                \"ecc_lfa_1_ktok\": \"ZSER\",\n                \"tax_id\": \"00973749000891\",\n                \"address\": \"AV MIGUEL FRIAS E V 1205, ANDAR: 1;\",\n                \"country\": \"BR\",\n                \"phone\": \"1937276979\",\n                \"supplier_name\": \"TOP SERVICE SERVICOS E SISTEMAS SA\",\n                \"postal_code\": \"0012679624\",\n                \"sync_strategy\": \"INITIAL_LOAD=ZEUS_ECC+MDG_ECC=SN+ECC\",\n                \"createdAt\": \"2025-06-10T17:27:58.712Z\",\n                \"updatedAt\": \"2025-11-08T15:51:42.991Z\",\n                \"__v\": 0,\n                \"insert_qualifications\": true,\n                \"modify_qualifications\": \"2025-11-08T15:51:29.996Z\",\n                \"qualifications\": [\n                    {\n                        \"taxonomy_values\": {\n                            \"u_id\": \"50305002\",\n                            \"u_name\": \"Equipamento de MRO\"\n                        },\n                        \"u_status\": \"qualified\",\n                        \"u_taxonomy\": {\n                            \"link\": \"https://portalatendimento.natura.net/api/now/table/sn_vdr_risk_asmt_taxonomy/a5db77a21b219990a530426fe54bcb31\",\n                            \"value\": \"a5db77a21b219990a530426fe54bcb31\"\n                        }\n                    },\n                    {\n                        \"taxonomy_values\": {\n                            \"u_id\": \"50303009\",\n                            \"u_name\": \"Serviços de Segurança e Recepção\"\n                        },\n                        \"u_status\": \"qualified\",\n                        \"u_taxonomy\": {\n                            \"link\": \"https://portalatendimento.natura.net/api/now/table/sn_vdr_risk_asmt_taxonomy/61db77a21b219990a530426fe54bcb2f\",\n                            \"value\": \"61db77a21b219990a530426fe54bcb2f\"\n                        }\n                    },\n                    {\n                        \"taxonomy_values\": {\n                            \"u_id\": \"50303006\",\n                            \"u_name\": \"Controle de Pragas\"\n                        },\n                        \"u_status\": \"qualified\",\n                        \"u_taxonomy\": {\n                            \"link\": \"https://portalatendimento.natura.net/api/now/table/sn_vdr_risk_asmt_taxonomy/69db77a21b219990a530426fe54bcb2e\",\n                            \"value\": \"69db77a21b219990a530426fe54bcb2e\"\n                        }\n                    },\n                    {\n                        \"taxonomy_values\": {\n                            \"u_id\": \"50303005\",\n                            \"u_name\": \"Serviços de Zeladoria\"\n                        },\n                        \"u_status\": \"qualified\",\n                        \"u_taxonomy\": {\n                            \"link\": \"https://portalatendimento.natura.net/api/now/table/sn_vdr_risk_asmt_taxonomy/65db77a21b219990a530426fe54bcb2e\",\n                            \"value\": \"65db77a21b219990a530426fe54bcb2e\"\n                        }\n                    },\n                    {\n                        \"taxonomy_values\": {\n                            \"u_id\": \"50303004\",\n                            \"u_name\": \"Manutenção de Instalações\"\n                        },\n                        \"u_status\": \"qualified\",\n                        \"u_taxonomy\": {\n                            \"link\": \"https://portalatendimento.natura.net/api/now/table/sn_vdr_risk_asmt_taxonomy/61db77a21b219990a530426fe54bcb2e\",\n                            \"value\": \"61db77a21b219990a530426fe54bcb2e\"\n                        }\n                    }\n                ]\n            },\n            \"overall_rating\": 3,\n            \"execution_rating\": 5,\n            \"care_rating\": 3,\n            \"comments\": \"Erro em emissão de NF\",\n            \"createdAt\": \"2025-08-21T17:13:17.677Z\",\n            \"updatedAt\": \"2025-08-21T17:47:18.497Z\",\n            \"__v\": 0\n        },\n        {\n            \"_id\": \"68a753b466843ea71a24fd76\",\n            \"author\": \"victoriasouza@natura.net\",\n            \"supplier\": {\n                \"_id\": \"68486a639623b023a8a948db\",\n                \"group\": {\n                    \"_id\": \"68485ed670ed759cb9b3fae9\",\n                    \"name\": \"Graber\",\n                    \"createdAt\": \"2025-06-10T16:35:34.989Z\",\n                    \"updatedAt\": \"2025-06-10T16:35:34.989Z\",\n                    \"__v\": 0\n                },\n                \"group_name\": \"Graber\",\n                \"id_sap_ecc_10\": \"164660\",\n                \"id_sap_ecc\": \"164660\",\n                \"id_sn_vrm\": \"VRM0006542\",\n                \"id_sn_sys_id\": \"0c3f6488dba7d1904f0d5e7cf3961920\",\n                \"ariba_code_slp\": \"S19088889\",\n                \"id_mdg\": \"164660\",\n                \"ecc_lfa_1_ktok\": \"ZNAE\",\n                \"tax_id\": \"87169900000145\",\n                \"address\": \"AV MIGUEL FRIAS E VASCONCELOS 1.212\",\n                \"country\": \"BR\",\n                \"phone\": \"1121978888\",\n                \"supplier_name\": \"GRABER SISTEMAS DE SEGURANCA LTDA\",\n                \"postal_code\": \"0011867401\",\n                \"sync_strategy\": \"INITIAL_LOAD=ZEUS_ECC+MDG_ECC=SN+ECC\",\n                \"createdAt\": \"2025-06-10T17:24:51.930Z\",\n                \"updatedAt\": \"2025-11-08T04:11:49.531Z\",\n                \"__v\": 0,\n                \"insert_qualifications\": true,\n                \"modify_qualifications\": \"2025-11-08T04:10:54.087Z\",\n                \"qualifications\": [\n                    {\n                        \"taxonomy_values\": {\n                            \"u_id\": \"50303009\",\n                            \"u_name\": \"Serviços de Segurança e Recepção\"\n                        },\n                        \"u_status\": \"qualified\",\n                        \"u_taxonomy\": {\n                            \"link\": \"https://portalatendimento.natura.net/api/now/table/sn_vdr_risk_asmt_taxonomy/61db77a21b219990a530426fe54bcb2f\",\n                            \"value\": \"61db77a21b219990a530426fe54bcb2f\"\n                        }\n                    }\n                ]\n            },\n            \"overall_rating\": 5,\n            \"execution_rating\": 5,\n            \"care_rating\": 5,\n            \"createdAt\": \"2025-08-21T17:13:24.803Z\",\n            \"updatedAt\": \"2025-08-21T17:47:30.517Z\",\n            \"__v\": 0\n        }\n    ],\n    \"paginate\": {\n        \"size\": \"3\",\n        \"skip\": \"4\",\n        \"total\": 45,\n        \"page\": 2,\n        \"pages\": 15\n    }\n}\n]\n```\n\n---\n\n## Mini-guia rápido de parâmetros\n\n| Parâmetro | Tipo | Obrigatório? | Descrição |\n|-----------|------|--------------|-----------|\n| `from`    | string (ISO-8601) | Sim | Data/hora **inclusiva** a partir da qual os registros serão buscados. Ex.: `2025-07-01T00:00:00Z`. |\n| `size`    | number | Não | Define a **quantidade máxima de registros** retornados por página. Ex.: `size=100`. Por default o número de registros retornados  é 100.|\n| `skip`    | number | Não | Define a **quantidade de registros a serem ignorados** (offset) antes de iniciar o retorno, permitindo **paginação** dos resultados. Ex.: `skip=200`. Por default o numero de registros skipados é 0.|\n\n> Caso o parâmetro `from` não seja informado, o serviço retornará **todos** os registros disponíveis, aplicando as **regras de paginação vigentes** (`size` e `skip`).\n\n---\n\n## Exemplo em Python (requests)\n\n```python\nimport requests\n\nbase = \"https://natura-compras-excelencia.data2.link/rush\"\ntoken = \"SEU_TOKEN_AQUI\"  # substitua pelo token real de autorização\n\ndef get_data(endpoint, from_date, size=None, skip=None):\n    url = f\"{base}/{endpoint}\"\n    params = {\"from\": from_date}\n\n    if size is not None:\n        params[\"size\"] = size\n    if skip is not None:\n        params[\"skip\"] = skip\n\n    headers = {\n        \"Authorization\": f\"Bearer {token}\",\n        \"Accept\": \"application/json\"\n    }\n\n    resp = requests.get(url, params=params, headers=headers)\n    resp.raise_for_status()\n    return resp.json()\n\n# Grupos\ngrupos = get_data(\"sync-api-groups\", \"2025-07-01T00:00:00Z\", size=1000, skip=0)\nprint(\"Grupos:\", grupos)\n\n# Fornecedores\nfornecedores = get_data(\"sync-api-supplier\", \"2025-07-01T00:00:00Z\", size=1000, skip=0)\nprint(\"Fornecedores:\", fornecedores)\n\n# Avaliações\nratings = get_data(\"sync-api-rating\", \"2025-07-01T00:00:00Z\", size=1000, skip=0)\nprint(\"Avaliações:\", ratings)\n\n```"}}},"updatedAt":"2025-11-10T18:18:58.674Z","createdAt":"2025-08-22T11:45:33.656Z"},{"_id":"68a8594bbc11403767fcd1e1","parent":"689f22e397a95b01a211d05c","component":"data2-core-primitives@Block","system":"678548d01d675a6e800ed452","params":{"border":{"component":"data2-core-types@Border","params":{"color":"#a3a3a3","radius":{},"width":{"left":"0","top":"0","right":"1","bottom":"0"}}},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":219,"height":768,"exactWidth":false,"exactHeight":false}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":0,"y":0,"exactX":false,"exactY":false,"top":true,"left":true,"bottom":true,"growV":false}},"childrenMode":"reference","childrenReference":{"disabled":false,"component":"data2-core-types@ComponentInstanceReference","params":{"component":"data2-core-primitives@Artboard","reference":"8XLlxaJ7x-6GYwYyXU7uS"}},"scroll":{"disabled":false,"component":"data2-core-types@Scroll","params":{"y":false}}},"updatedAt":"2025-10-29T12:11:15.489Z","createdAt":"2025-08-22T11:49:35.177Z"},{"_id":"68a8c934e6aa1b577c12abf2","parent":"6890ad60aa9b3678ab077937","component":"data2-core-primitives@Block","system":"678548d01d675a6e800ed452","params":{"border":{"component":"data2-core-types@Border","params":{"color":"#808080","radius":{},"width":{"left":"0","top":"0","right":"0","bottom":"0"}}},"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(0,120,220,0.3)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":132,"height":142}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":100,"y":81}},"onClick":{"params":{"actions":[{"params":{"actions":[{"params":{"module":{"disabled":false,"component":"data2-core-types@InteractiveModuleReference","params":{"reference":"CJj_Z-D6DJvxzzW19m62d"}}},"component":"data2-core-flow@AwaitReady"},{"params":{"module":{"disabled":false,"component":"data2-core-types@InteractiveModuleReference","params":{"reference":"-dydf6z0LuQ-vPnn5EtvC"}}},"component":"data2-core-flow@AwaitReady"},{"component":"data2-core-types@Interaction","params":{"module":{"component":"data2-core-types@InteractiveModuleReference","params":{"reference":"5abCaIO2i8UkqdvxIYRuG"}},"prop":"filter","args":[{"message":{"params":{"portions":[{"component":"data2-core-types@Reference","params":{"reference":{"component":"data2-core-primitives@String","params":{"content":"body.dialog"}}}},{"component":"data2-core-primitives@String","params":{"content":"\n\n\n\nlast message : "}},{"component":"data2-core-types@Reference","params":{"reference":{"component":"data2-core-primitives@String","params":{"content":"body.message"}}}}]},"component":"data2-core-functions@StringConcat"}}]}}]},"component":"data2-core-flow@Parallel"},{"component":"data2-core-types@Interaction","params":{"module":{"component":"data2-core-types@InteractiveModuleReference","params":{"reference":"__LoggerService"}},"prop":"log","args":[{"component":"data2-core-primitives@String","params":{"content":"RESULTADO 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📊 Análise dos Indicadores Principais\\n\\n### 1️⃣ Interações Totais\\n| Métrica                     | Valor |\\n|-----------------------------|-------|\\n| **Interações totais**       | 1 251 |\\n| **% de interações “NOT_FOUND” (FAQ)** | 21,2 % (265/1 251) |\\n| **% de serviços “NOT_FOUND”** | 2,2 % (27/1 251) |\\n\\n> **Por que importa?**  \\n> Um percentual alto de “NOT_FOUND” indica que o chatbot não está reconhecendo muitas dúvidas, gerando frustração e sobrecarga nos canais humanos.\\n\\n---\\n\\n### 2️⃣ Usuários com Maior Volume de Consultas\\n| Usuário (e‑mail)                     | Nº de consultas |\\n|--------------------------------------|-----------------|\\n| **marianogueira.vocacao**            | 227 |\\n| **alexander.osorno**                 | 39 |\\n| **analuciafonseca**                  | 286 |\\n| **pedroferri.data2**                 | 147 |\\n| **greydsonoliveira**                 | 20 |\\n| **jessicaamora1**                    | 78 |\\n| **rogeriocavalcante**                | 13 |\\n| **barbara.miranda**                  | 11 |\\n| **vitoriadalcin**                    | 11 |\\n| **minerva.lopez**                    | 13 |\\n\\n> **Insight:** 10 usuários concentram **≈ 57 %** das interações. Isso sugere que há “super‑usuários” que podem estar enfrentando dificuldades recorrentes ou que têm demandas específicas.\\n\\n**Sugestão:**  \\n- Criar **canais de suporte dedicados** (ex.: grupos de Slack ou mailing list) para esses usuários.  \\n- Coletar feedback direto para entender quais processos são mais críticos.\\n\\n---\\n\\n### 3️⃣ FAQs Mais Consultadas\\n| FAQ                                 | Nº de consultas |\\n|-------------------------------------|-----------------|\\n| **NOT_FOUND**                       | 265 |\\n| **Sistemas_Links_Uteis_Coupa_BR**   | 15 |\\n| **Contratos_Tipos_E_Fluxos**        | 11 |\\n| **Datas_Go_Live_Coupa_BR**          | 10 |\\n| **STD_05672_prazos_de_pagamento**   | 9 |\\n| **NP_NORMA_DE_PAGAMENTOS**          | 9 |\\n| **NP_CRIAR_E_GERENCIAR_FORNECEDORES_E_FÁBRICAS** | 8 |\\n| **CO_Contrato_Aprovadores_E_Signatarios** | 8 |\\n| **OC_TipoK_ServicioComun**          | 8 |\\n| **JR_VOB_Extension_Categorisation** | 7 |\\n\\n> **Insight:** O FAQ “NOT_FOUND” domina, indicando lacunas na base de conhecimento. As demais FAQs mostram interesse em **contratos, pagamentos e sistemas Coupa**, áreas críticas de compras.\\n\\n**Sugestão:**  \\n- **Expandir** o conteúdo das FAQs com base nas 9‑10 mais acessadas.  \\n- **Mapear** as perguntas que geram “NOT_FOUND” e criar novos artigos ou melhorar a classificação de intents.\\n\\n---\\n\\n### 4️⃣ Serviços Mais Utilizados\\n| Serviço                              | Nº de chamadas |\\n|--------------------------------------|----------------|\\n| **CONSULT_SUPPLIERS_COMPANIES**      | 477 |\\n| **CONSULT_TAXONOMY**                 | 145 |\\n| **CONSULTA_FAQ**                     | 535 |\\n| **CONSULT_TICKET_CS**                | 10 |\\n| **CONSULT_CNPJ**                     | 18 |\\n| **OFF_TOPIC**                        | 8 |\\n| **NOT_FOUND** (serviço)              | 27 |\\n\\n> **Insight:** A maioria das chamadas são consultas a fornecedores e FAQs, reforçando a necessidade de **dados de fornecedores bem estruturados** e **FAQ robusta**.\\n\\n**Sugestão:**  \\n- **Automatizar** a atualização de bases de fornecedores (ex.: integração com ERP).  \\n- **Monitorar** a taxa de “OFF_TOPIC” e “NOT_FOUND” para ajustar o modelo de NLP.\\n\\n---\\n\\n## 📈 Métricas de Acompanhamento Recomendas\\n| Métrica                              | Fórmula / Meta |\\n|--------------------------------------|----------------|\\n| **% de “NOT_FOUND” (FAQ)**           | (FAQ NOT_FOUND / Total Interações) × 100 → < 10 % |\\n| **% de “NOT_FOUND” (Serviço)**       | (Serviço NOT_FOUND / Total Interações) × 100 → < 5 % |\\n| **Tempo Médio de Resposta**          | Σ(Tempo de resposta) / Nº de interações |\\n| **Satisfação Pós‑Chat (CSAT)**       | Pesquisa curta ao final do chat |\\n| **Taxa de Resolução no Primeiro Contato** | Nº de interações resolvidas na primeira resposta / Total Interações |\\n\\n---\\n\\n## 🛠️ Estratégias de Melhoria\\n1. **Enriquecimento da Base de FAQs**  \\n   - Analisar logs das consultas “NOT_FOUND” e criar novos artigos.  \\n   - Priorizar tópicos de contratos, pagamentos e Coupa (os 5 FAQs mais acessados).\\n\\n2. **Treinamento de Modelo NLP**  \\n   - Re‑treinar o modelo com exemplos reais das perguntas “NOT_FOUND”.  \\n   - Incluir sinônimos e variações regionais (ex.: termos usados por Avon vs. Natura).\\n\\n3. **Segmentação de Super‑Usuários**  \\n   - Oferecer webinars ou guias avançados para os 10 usuários com maior volume.  \\n   - Criar um canal de “feedback rápido” para que eles reportem gaps imediatamente.\\n\\n4. **Dashboard de Monitoramento**  \\n   - Dashboard em tempo real com as métricas acima.  \\n   - Alertas automáticos quando % de “NOT_FOUND” ultrapassar 10 %.\\n\\n5. **Integração de Dados de Fornecedores**  \\n   - Automatizar a ingestão de informações de fornecedores (CNPJ, categorias).  \\n   - Reduzir a necessidade de consultas manuais e melhorar a acurácia das respostas.\\n\\n---\\n\\n## 🎯 Impacto Esperado\\n- **Redução de “NOT_FOUND”** de 21 % para < 10 % em 3 meses.  \\n- **Aumento da satisfação** (CSAT) em até 15 p.p. devido a respostas mais precisas.  \\n- **Diminuição da carga** sobre a equipe de suporte ao atender melhor os super‑usuários.\\n\\n> **Resumo:** Focar na melhoria da base de FAQs, otimizar o modelo de NLP e atender os usuários de alto volume são os pilares para elevar a eficiência do chatbot de compras da Natura/Avon.\\n\\n\""}}},"component":"data2-core-functions@JSONParse"}},"updatedAt":"2025-10-24T13:39:45.344Z","createdAt":"2025-10-23T14:07:15.183Z"},{"_id":"68fa43fd43e31ad4049c4736","parent":"68fa22a666ecebe64827277b","component":"data2-core-primitives@Block","system":"678548d01d675a6e800ed452","params":{"border":{"component":"data2-core-types@Border","params":{"color":"#808080","radius":{},"width":{"left":"0","top":"0","right":"0","bottom":"0"}}},"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(0,120,220,0.3)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":89,"height":45}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":77,"y":423}},"onClick":{"disabled":false,"component":"data2-core-types@Interaction","params":{}}},"updatedAt":"2025-10-23T15:07:32.791Z","createdAt":"2025-10-23T15:04:29.430Z"},{"_id":"68fa6c1343e31ad4049c4738","parent":"68fa22a666ecebe64827277b","component":"data2-blocks@MarkdownViewer","system":"678548d01d675a6e800ed452","params":{"super":{"border":{"component":"data2-core-types@Border","params":{"color":"#808080","radius":{},"width":{"left":"0","top":"0","right":"0","bottom":"0"}}},"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(0,120,220,0.3)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1033,"height":707,"exactHeight":707.42}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":298,"y":18,"exactX":298.37,"exactY":18.060000000000002}},"scroll":{"disabled":false,"component":"data2-core-types@Scroll","params":{"y":true,"x":true}}},"markdown":{"params":{"text":{"component":"data2-core-primitives@String","params":{"content":"\"\\n## 📚 Consultas de FAQs – Outubro / 2025\\n\\n### 1️⃣ Visão geral\\n| Métrica | Valor |\\n|---------|-------|\\n| **Total de consultas de FAQs** | **1 020** |\\n| **FAQs “NOT_FOUND”** | 280 (≈ 27,5 % das consultas) |\\n| **Top 10 FAQs (excluindo NOT_FOUND)** | Veja a tabela abaixo |\\n\\n### 2️⃣ Top 10 FAQs (excluindo NOT_FOUND)\\n\\n| Rank | FAQ | Consultas |\\n|------|-----|-----------|\\n| 1 | **Sistemas_Links_Uteis_Coupa_BR** | 17 |\\n| 2 | **Contratos_Tipos_E_Fluxos** | 11 |\\n| 3 | **Datas_Go_Live_Coupa_BR** | 11 |\\n| 4 | **NP_NORMA_DE_PAGAMENTOS** | 9 |\\n| 5 | **STD_05672_prazos_de_pagamento** | 9 |\\n| 6 | **NP_CRIAR_E_GERENCIAR_FORNECEDORES_E_FÁBRICAS** | 8 |\\n| 7 | **CO_Contrato_Envio_Aprovação_E_Assinatura** | 8 |\\n| 8 | **OC_TipoK_ServicioComun** | 8 |\\n| 9 | **JR_VOB_New_Supplier** | 8 |\\n|10 | **CO_Contrato_Aprovadores_E_Signatarios** | 8 |\\n\\n> **Observação:** As 10 FAQs acima concentram **≈ 12 %** das consultas (total de 86 interações). O restante está distribuído entre outras 90+ perguntas.\\n\\n### 3️⃣ Insights principais\\n\\n| Insight | Por que importa | Ação recomendada |\\n|---------|----------------|------------------|\\n| **Alta taxa de “NOT_FOUND” (27,5 %)** | Indica lacunas na base de conhecimento; usuários não encontram respostas. | - Mapear as 280 perguntas “NOT_FOUND”. <br> - Criar novos artigos ou atualizar FAQs existentes. |\\n| **Concentração em processos críticos (Coupa, contratos, pagamentos)** | Esses temas geram maior volume de dúvidas operacionais. | - Produzir guias passo‑a‑passo, vídeos curtos e webinars. <br> - Disponibilizar links diretos nas respostas automáticas. |\\n| **Baixa diversidade de FAQs recorrentes** | A maioria das consultas gira em torno de poucos tópicos. | - Incentivar a equipe a registrar novas dúvidas recorrentes. <br> - Revisar periodicamente a taxonomia para evitar sobreposições. |\\n\\n### 4️⃣ Métricas de desempenho (FAQ)\\n\\n- **Taxa de acerto** = (Consultas atendidas / Total de FAQs) × 100  \\n  \\\\= (1 020 – 280) / 1 020 ≈ **72,5 %**  \\n  *Meta sugerida:* ≥ 85 % em 6 meses.\\n\\n- **Tempo médio de busca** – ainda não medido; recomenda‑se iniciar o monitoramento para identificar gargalos de resposta.\\n\\n- **Novas FAQs criadas** – objetivo: + 15 artigos relevantes por mês.\\n\\n### 5️⃣ Recomendações práticas para o próximo ciclo\\n\\n1. **Mapear e documentar** as 280 consultas “NOT_FOUND” dentro de 30 dias.  \\n2. **Publicar guias rápidos** para Coupa (go‑live, links úteis) e para processos de contrato/pagamento.  \\n3. **Realizar webinars mensais** focados nos tópicos do Top 10, com sessões de Q&A ao vivo.  \\n4. **Implementar fallback inteligente**: ao detectar “NOT_FOUND”, sugerir artigos relacionados ou abrir ticket de suporte.  \\n5. **Acompanhar KPI** de taxa de acerto e % de “NOT_FOUND” em um dashboard semanal.\\n\\n> **Resumo:** As consultas de FAQs em outubro/2025 mostram forte concentração em poucos tópicos críticos, mas também um volume significativo de perguntas não atendidas (NOT_FOUND). Ao enriquecer a base de conhecimento e melhorar a experiência de busca, podemos elevar a taxa de acerto, reduzir fricções e aumentar a autonomia dos usuários de compras. 🚀\\n\"   "}}},"component":"data2-core-functions@JSONParse"}},"updatedAt":"2025-10-28T13:06:43.979Z","createdAt":"2025-10-23T17:55:31.858Z"},{"_id":"68fb821d43e31ad4049c473a","component":"data2-core-primitives@Artboard","system":"678548d01d675a6e800ed452","displayName":"New Artboard (203)","params":{"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1366,"height":768}},"fill":{"params":{"backgrounds":[{"params":{"color":{"disabled":false,"component":"data2-core-types@Color","params":{"rgba":"rgba(255,255,255,1)"}},"gradient":{"disabled":true,"component":"data2-core-types@ColorGradient","params":{}},"image":{"disabled":true,"component":"data2-core-types@String","params":{}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"}},"reference":"CWY1ZZUgItoIfTyreeMdi","updatedAt":"2025-10-24T13:41:50.233Z","createdAt":"2025-10-24T13:41:50.233Z"},{"_id":"68fb822743e31ad4049c473b","parent":"68fb821d43e31ad4049c473a","component":"data2-core-primitives@Block","system":"678548d01d675a6e800ed452","params":{"border":{"component":"data2-core-types@Border","params":{"color":"#808080","radius":{},"width":{"left":"0","top":"0","right":"0","bottom":"0"}}},"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(0,120,220,0.3)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":357,"height":210,"exactHeight":210.32}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":7,"y":186,"exactX":6.719999999999999,"exactY":186.34}},"text":"","onClick":{"disabled":false,"component":"data2-core-types@Interaction","params":{"module":{"component":"data2-core-types@InteractiveModuleReference","params":{"reference":"yrKeuA5Mws36YKwl29SHu"}},"prop":"downloadAsCsv","args":[{"filename":{"component":"data2-core-primitives@String","params":{"content":"index_suppliers.csv"}}}]}}},"updatedAt":"2026-03-20T17:48:37.952Z","createdAt":"2025-10-24T13:41:59.922Z"},{"_id":"68fb8ebd43e31ad4049c473d","parent":"68fa22a666ecebe64827277b","component":"data2-blocks@MarkdownViewer","system":"678548d01d675a6e800ed452","params":{"super":{"border":{"component":"data2-core-types@Border","params":{"color":"#808080","radius":{},"width":{"left":"0","top":"0","right":"0","bottom":"0"}}},"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(0,120,220,0.3)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1177,"height":707,"exactHeight":707.42,"exactWidth":1177.29}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":133,"y":784,"exactX":132.79000000000002,"exactY":783.86}},"scroll":{"disabled":false,"component":"data2-core-types@Scroll","params":{"y":true,"x":true}}},"markdown":{"params":{"text":{"component":"data2-core-primitives@String","params":{"content":"\"\\n## 📈 Visão geral dos processos de **julho → outubro 2025**\\n\\n### 1️⃣ Resumo por mês (processos principais)\\n\\n| Mês | Processos mais acionados | Quantidade |\\n|-----|--------------------------|------------|\\n| **Julho** | Vendor Onboarding | 515 |\\n| | Pedido | 125 |\\n| | Políticas e Processos | 97 |\\n| **Agosto** | Políticas e Processos | 252 |\\n| | Vendor Onboarding | 165 |\\n| | Sistemas | 125 |\\n| **Setembro** | Coupa | 197 |\\n| | Sistemas | 164 |\\n| | Políticas e Processos | 54 |\\n| **Outubro** *(dados combinados de `meses_retornados` + `monitoramento_do_mes`)* | Coupa | **206** |\\n| | SAP Argentina | **95** |\\n| | NOT_FOUND | **81** |\\n| | Políticas e Processos | **70** |\\n| | Vendor Onboarding | **54** |\\n\\n> **Tendência:** O foco mudou de **Vendor Onboarding** (Julho) para **Coupa** (Setembro/Outubro). Em outubro surgiram 81 ocorrências de `NOT_FOUND`, indicando dúvidas não cobertas.\\n\\n### 2️⃣ Detalhamento dos sub‑processos (todos os meses)\\n\\n| Mês | Sub‑processo | Total |\\n|-----|--------------|-------|\\n| **Julho** | Vendor Onboarding | 515 |\\n| | Pedido | 125 |\\n| | Políticas e Processos | 97 |\\n| | Projetos | 42 |\\n| | Sistemas | 24 |\\n| | Pagamento | 16 |\\n| | MAIA | 10 |\\n| | SAP Argentina | 9 |\\n| | Contrato | 8 |\\n| | Qualificação de Fornecedores | 6 |\\n| **Agosto** | Políticas e Processos | 252 |\\n| | Vendor Onboarding | 165 |\\n| | Sistemas | 125 |\\n| | Projetos | 117 |\\n| | Pedido | 88 |\\n| | Coupa | 52 |\\n| | MAIA | 17 |\\n| | Qualificação de Fornecedores | 13 |\\n| | SAP Argentina | 11 |\\n| | Contrato | 10 |\\n| | Pagamento | 5 |\\n| | Recebimento | 3 |\\n| | CPS | 1 |\\n| **Setembro** | Coupa | 197 |\\n| | Sistemas | 164 |\\n| | Políticas e Processos | 54 |\\n| | Projetos | 44 |\\n| | Vendor Onboarding | 42 |\\n| | Pedido | 13 |\\n| | Pagamento | 7 |\\n| | Contrato | 7 |\\n| | SAP Argentina | 4 |\\n| | MAIA | 3 |\\n| | Recebimento | 2 |\\n| | Negociação com Fornecedor | 1 |\\n| **Outubro** (combinado) | Coupa | **206** |\\n| | SAP Argentina | **95** |\\n| | NOT_FOUND | **81** |\\n| | Políticas e Processos | **70** |\\n| | Vendor Onboarding | **54** |\\n| | Projetos | **52** |\\n| | Sistemas | **49** |\\n| | Pedido | **22** |\\n| | Pagamento | **14** |\\n| | Contrato | **12** |\\n| | Qualificação de Fornecedores | **8** |\\n| | Recebimento | **2** |\\n\\n### 3️⃣ Principais insights\\n\\n| Insight | Por que importa? | Ação recomendada |\\n|---------|-------------------|------------------|\\n| **Crescimento do Coupa** | De 0 em julho para 206 em outubro, indica migração de processos de compra para a plataforma Coupa. | Intensificar treinamentos e criar guias “passo‑a‑passo” para requisições, aprovações e pagamentos no Coupa. |\\n| **Aumento de `NOT_FOUND` (Outubro)** | 81 ocorrências sinalizam dúvidas não cobertas ou rotas de classificação inadequadas. | Mapear as perguntas que geram `NOT_FOUND`, criar FAQs específicas e ajustar o modelo de classificação. |\\n| **Redução de Vendor Onboarding** | De 515 (Julho) para 54 (Outubro) – processo já consolidado ou menos demandado. | Avaliar se o onboarding está automatizado; caso positivo, redirecionar esforços para áreas emergentes (Coupa, SAP). |\\n| **Políticas e Processos ainda relevantes** | Mantém alta demanda (70 em outubro). | Atualizar documentos de políticas e disponibilizar checklist de compliance na intranet. |\\n| **Baixa incidência de Qualificação de Fornecedores** (≤ 13 por mês) | Pode indicar que a qualificação está sendo feita fora do canal ou com pouca frequência. | Promover campanha de conscientização sobre a importância da qualificação e integrar a ferramenta ao bot. |\\n\\n### 4️⃣ Recomendações práticas (próximos 30 dias)\\n\\n1. **Atualizar a base de FAQs** – incluir respostas para as 20 perguntas que mais geram `NOT_FOUND` em outubro.\\n2. **Criar material de apoio Coupa** – vídeos curtos e PDFs sobre criação de requisições, aprovação e pagamento.\\n3. **Dashboard de processos** – monitorar semanalmente volume por processo (Coupa, Vendor Onboarding, NOT_FOUND) e alertas de picos.\\n4. **Campanha de qualificação de fornecedores** – divulgar checklist e integrar ao chatbot para consultas rápidas.\\n5. **Feedback loop** – inserir botão “Esta resposta ajudou?” nas interações para medir satisfação e ajustar conteúdos.\\n\\n### 5️⃣ Métricas de acompanhamento (KPIs)\\n\\n| KPI | Fórmula | Meta |\\n|-----|---------|------|\\n| **% de Coupa** | (Chamadas Coupa / Total de processos) × 100 | ≥ 30 % (até Dez/2025) |\\n| **Taxa de `NOT_FOUND`** | (Chamadas NOT_FOUND / Total de processos) × 100 | < 5 % |\\n| **Tempo Médio de Resposta** | Σ(tempo resposta) / Nº interações | ≤ 30 s |\\n| **Taxa de Resolução na 1ª Interação** | (Interações resolvidas na 1ª resposta / Total) × 100 | ≥ 80 % |\\n| **Uso de FAQs de Políticas** | (Chamadas FAQs Políticas / Total FAQs) × 100 | ≥ 15 % |\\n\\n> **Resumo rápido:** De julho a outubro, o foco da área de compras migrou para o Coupa, enquanto surgiram dúvidas não atendidas (`NOT_FOUND`). Fortalecer a documentação Coupa, melhorar a cobertura de FAQs e monitorar os KPIs acima garantirá maior eficiência e satisfação dos usuários.\\n\\n--- \\n\\n💡 **Dica rápida:** ao buscar informações sobre processos no Coupa, use termos como “criar requisição Coupa”, “aprovar pedido Coupa” ou “fluxo pagamento Coupa” para obter respostas mais precisas do bot. 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Geral\n\nNatura Compras Excelência é um sistema interno de suporte que centraliza, organiza e disponibiliza informações relacionadas aos processos de compras e fornecedores da Natura.\n\nSua principal função é alimentar uma base de dados utilizada pelos agentes de compras e fornecedores (chatbot), que interagem com colaboradores por meio do MAIA interno — https://maia.natura.net/\n — fornecendo orientações e respostas baseadas nas informações registradas e em serviços de integração com APIs internas e externas.\n\nO sistema também disponibiliza APIs próprias, desenvolvidas para:\n\nAvaliar fornecedores e atribuir notas de categorização;\n\nPermitir avaliações espontâneas de fornecedores por colaboradores internos;\n\nEnviar solicitações de avaliação automáticas a usuários selecionados.\n\nÉ importante ressaltar que a interface visual do bot faz parte do MAIA interno, que também é o ambiente onde as avaliações de fornecedores são realizadas.\n\nObjetivos do Sistema\n\nO sistema Natura Compras Excelência tem como objetivos principais:\n\nCadastrar usuários responsáveis pela alimentação das bases de dados;\n\nRegistrar processos e subprocessos, juntamente com seus respectivos responsáveis;\n\nEstruturar taxonomias de compras e serviços;\n\nCadastrar e organizar FAQs com metadados e links úteis;\n\nRegistrar diligências e suas etapas;\n\nMonitorar as interações realizadas com o chatbot;\n\nCadastrar mercados (países);\n\nConsultar APIs internas e externas para enriquecimento das respostas do chatbot;\n\nHarmonizar grupos de fornecedores;\n\nOferecer dados centralizados sobre fornecedores para análise e consulta.\n\nUsuários do Sistema\n\nEquipe de Compras\n\nColaboradores internos (usuários do chatbot da Natura)\n\nUsuários externos (futuramente, fornecedores prestadores de serviços à Natura)\n\nServiços\n\nOs serviços desenvolvidos no projeto têm como finalidade acessar e integrar APIs internas e externas, servindo como base de consulta para o agente de compras e fornecedores.\n\nEles permitem:\n\nEnriquecer as respostas do chatbot com dados em tempo real;\n\nObter informações complementares de sistemas legados ou de terceiros.\n\nOs serviços incluem consultas a:\n\nFAQs\n\nTaxonomias\n\nCNPJs\n\nCEPs\n\nFornecedores\n\nCategorias habilitadas\n\nTickets\n\nIntegração com o Agente de Compras e Fornecedores\n\nA base de dados alimentada pelo sistema é utilizada pelo agente de compras e fornecedores para:\n\nResponder dúvidas com base nas FAQs;\n\nRecomendar processos e subprocessos;\n\nExibir taxonomias de acordo com filtros aplicados;\n\nDirecionar colaboradores para links e conteúdos úteis;\n\nRegistrar feedbacks e monitorar a eficiência dos atendimentos."}}},"updatedAt":"2025-11-06T12:48:10.214Z","createdAt":"2025-11-06T12:48:10.214Z"},{"_id":"690c9a80a945aa48c425cd0e","parent":"690c98d95c97e397b9e7ecbb","component":"data2-core-primitives@Block","system":"678548d01d675a6e800ed452","params":{"border":{"component":"data2-core-types@Border","params":{"color":"#808080","radius":{"leftTop":"10"},"width":{"left":"1","top":"1","right":"1","bottom":"1"}}},"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1389,"height":283,"exactWidth":1389.4299999999998,"exactHeight":283.26}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":64,"y":2086,"exactX":false,"exactY":false,"left":true,"bottom":true}},"text":"","children":{"locked":true}},"updatedAt":"2025-11-06T12:54:26.704Z","createdAt":"2025-11-06T12:54:26.704Z"},{"_id":"690c9a80a945aa48c425cd0f","parent":"690c9a80a945aa48c425cd0e","component":"data2-blocks@MarkdownViewer","system":"678548d01d675a6e800ed452","params":{"super":{"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1340,"height":241,"exactWidth":1339.6499999999999,"exactHeight":241.44000000000003}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":25,"y":29,"exactX":false,"exactY":false}},"text":{"params":{"portions":[]},"component":"data2-core-functions@StringConcat"}},"markdown":{"component":"data2-core-primitives@String","params":{"content":"Data2\n\nO projeto foi desenvolvido utilizando a plataforma Data2.\n\nAmbiente de desenvolvimento:\nO domínio utilizado para a construção e configuração do projeto é:\n🔗 https://natura-compras-excelencia.data2.builders/\n\nAmbiente de produção:\nA aplicação em funcionamento está disponível no domínio:\n🔗 https://app.natura-compras-excelencia.data2.app/\n\nNesse ambiente, o time de Compras tem acesso às funcionalidades da aplicação, como cadastro e acompanhamento de dados, além de outros recursos disponíveis para gestão e monitoramento."}}},"updatedAt":"2025-11-06T12:54:26.704Z","createdAt":"2025-11-06T12:54:26.704Z"},{"_id":"690c9a87a945aa48c425cd12","parent":"690c98d95c97e397b9e7ecbb","component":"data2-core-primitives@Block","system":"678548d01d675a6e800ed452","params":{"border":{"component":"data2-core-types@Border","params":{"color":"#808080","radius":{"leftTop":"10"},"width":{"left":"1","top":"1","right":"1","bottom":"1"}}},"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1389,"height":290,"exactWidth":1389.4299999999998,"exactHeight":289.89000000000004}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":64,"y":2392,"exactX":false,"exactY":false,"left":true,"bottom":true}},"text":"","children":{"locked":true}},"updatedAt":"2025-11-06T17:33:06.935Z","createdAt":"2025-11-06T12:54:32.866Z"},{"_id":"690c9a87a945aa48c425cd13","parent":"690c9a87a945aa48c425cd12","component":"data2-blocks@MarkdownViewer","system":"678548d01d675a6e800ed452","params":{"super":{"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1340,"height":241,"exactWidth":1339.6499999999999,"exactHeight":241.44000000000003}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":25,"y":29,"exactX":false,"exactY":false}},"text":{"params":{"portions":[]},"component":"data2-core-functions@StringConcat"}},"markdown":{"component":"data2-core-primitives@String","params":{"content":"## Acesso à Aplicação\n\nPara acessar a aplicação, é necessário que o usuário esteja previamente cadastrado na tabela Usuarios.\nAs solicitações de criação ou edição de usuários podem ser realizadas tanto para novos usuários quanto para usuários já existentes.\n\nO procedimento para criação e edição de usuários pela interface da aplicação pode ser consultado na seguinte página:\n👉 [Usuários](https://natura-compras-excelencia.data2.app/usuarios)\n\nNo Builder, as informações de usuários estão armazenadas na tabela Usuarios, e para operações de listagem e CRUD (Create, Read, Update, Delete) é utilizado o dataset todos-usuarios."}}},"updatedAt":"2025-11-06T14:53:45.339Z","createdAt":"2025-11-06T12:54:41.225Z"},{"_id":"690c9b31a945aa48c425cd14","component":"data2-core-primitives@Artboard","system":"678548d01d675a6e800ed452","displayName":"Documentação pg, 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Mercados\n\nNa página [Mercados](https://natura-compras-excelencia.data2.app/mercados), são cadastrados os países associados aos processos e subprocessos do sistema.\n\nEsses cadastros permitem vincular e categorizar informações conforme o país de referência, possibilitando que determinados conteúdos — como FAQs — sejam direcionados a um país específico ou disponibilizados de forma global (para todos os países).\n\nPara as operações no Builder, é utilizada a tabela 🌎 Mercados, e para execução de operações de CRUD, utiliza-se o dataset todos-mercados.\n\nO gerenciamento dos mercados é essencial para garantir que as informações exibidas aos usuários estejam contextualizadas de acordo com a localização e os processos de compras regionais."}}},"updatedAt":"2025-11-06T14:53:28.293Z","createdAt":"2025-11-06T12:57:23.563Z"},{"_id":"690c9b31a945aa48c425cd18","parent":"690c9b31a945aa48c425cd15","component":"data2-core-primitives@Block","system":"678548d01d675a6e800ed452","params":{"border":{"component":"data2-core-types@Border","params":{"color":"#808080","radius":{"leftTop":"10"},"width":{"left":"1","top":"1","right":"1","bottom":"1"}}},"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1389,"height":486,"exactWidth":1389.4299999999998,"exactHeight":486.2}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":64,"y":1054,"exactX":false,"exactY":false,"left":true,"bottom":true}},"text":""},"updatedAt":"2025-11-06T17:06:17.092Z","createdAt":"2025-11-06T12:57:23.563Z"},{"_id":"690c9b31a945aa48c425cd19","parent":"690c9b31a945aa48c425cd18","component":"data2-blocks@MarkdownViewer","system":"678548d01d675a6e800ed452","params":{"super":{"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1340,"height":440,"exactWidth":1339.6499999999999,"exactHeight":439.69000000000005}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":25,"y":29,"exactX":false,"exactY":false}},"text":{"params":{"portions":[]},"component":"data2-core-functions@StringConcat"}},"markdown":{"component":"data2-core-primitives@String","params":{"content":"## Subprocessos\n\nNa página [Subprocessos](https://natura-compras-excelencia.data2.app/sistemas)\n, são cadastradas as temáticas utilizadas para subcategorizar processos e sistemas dentro do escopo de Compras.\n\nEsses subprocessos têm como principal objetivo organizar e detalhar os fluxos associados aos processos principais, permitindo uma visão mais granular das etapas e responsabilidades envolvidas.\n\nAlém disso, os subprocessos são utilizados para:\n\nEstruturar e classificar FAQs de forma mais específica;\n\nAuxiliar no monitoramento do uso e análise de métricas;\n\nFacilitar a integração entre sistemas, como Coupa e MAIA.\n\nNo Builder, os dados são armazenados na tabela Sistemas, e as operações de CRUD são realizadas através do dataset todos-sistemas."}}},"updatedAt":"2025-11-06T17:15:35.602Z","createdAt":"2025-11-06T12:57:23.563Z"},{"_id":"690cb232a945aa48c425cd1e","parent":"690c9b31a945aa48c425cd15","component":"data2-core-primitives@Block","system":"678548d01d675a6e800ed452","params":{"border":{"component":"data2-core-types@Border","params":{"color":"#808080","radius":{"leftTop":"10"},"width":{"left":"1","top":"1","right":"1","bottom":"1"}}},"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1389,"height":500,"exactWidth":1389.4299999999998,"exactHeight":500.45}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":64,"y":493,"exactX":false,"exactY":false,"left":true,"bottom":true}},"text":""},"updatedAt":"2025-11-06T17:09:32.787Z","createdAt":"2025-11-06T14:35:41.443Z"},{"_id":"690cb232a945aa48c425cd1f","parent":"690cb232a945aa48c425cd1e","component":"data2-blocks@MarkdownViewer","system":"678548d01d675a6e800ed452","params":{"super":{"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1340,"height":418,"exactWidth":1339.6499999999999,"exactHeight":417.67}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":25,"y":29,"exactX":false,"exactY":false}}},"markdown":{"component":"data2-core-primitives@String","params":{"content":"## Processos\nNa página [Processos](https://natura-compras-excelencia.data2.app/processos)\n, são cadastrados os processos organizacionais utilizados pela área de Compras, abrangendo tanto processos internos quanto ações específicas, como contratos, pedidos e recebimentos.\n\nEsses processos também podem estar relacionados a sistemas corporativos, como o Coupa e o MAIA, permitindo uma integração mais eficiente entre as etapas operacionais e os fluxos automatizados.\n\nCada processo armazena informações sobre o responsável e seu contato direto, possibilitando o uso desses dados em diversas áreas do sistema, como:\n\n- Associação a FAQs;\n- Monitoramento de acessos e engajamento por meio do dashboard;\n- Identificação dos processos mais consultados.\n\nNo Builder, os dados são armazenados na tabela Processos, e as operações de CRUD  são realizadas através do dataset todos-processos."}},"text":""},"updatedAt":"2025-11-06T14:54:26.871Z","createdAt":"2025-11-06T14:35:41.443Z"},{"_id":"690cd63ba945aa48c425cd22","parent":"690c9b31a945aa48c425cd15","component":"data2-core-primitives@Block","system":"678548d01d675a6e800ed452","params":{"border":{"component":"data2-core-types@Border","params":{"color":"#808080","radius":{"leftTop":"10"},"width":{"left":"1","top":"1","right":"1","bottom":"1"}}},"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1389,"height":486,"exactWidth":1389.4299999999998,"exactHeight":486.2}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":64,"y":1586,"exactX":false,"exactY":false,"left":true,"bottom":true}},"text":""},"updatedAt":"2025-11-06T17:35:37.267Z","createdAt":"2025-11-06T17:09:22.862Z"},{"_id":"690cd63ba945aa48c425cd23","parent":"690cd63ba945aa48c425cd22","component":"data2-blocks@MarkdownViewer","system":"678548d01d675a6e800ed452","params":{"super":{"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1340,"height":440,"exactWidth":1339.6499999999999,"exactHeight":439.69000000000005}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":25,"y":29,"exactX":false,"exactY":false}},"text":{"params":{"portions":[]},"component":"data2-core-functions@StringConcat"}},"markdown":{"component":"data2-core-primitives@String","params":{"content":"## Taxonomias\n\nNa página [Taxonomias](https://natura-compras-excelencia.data2.app/taxonomia)\n, é mantida uma lista de dados que descreve as categorias, famílias, subcategorias, relações e descrições associadas aos processos e serviços.\n\nPor meio das taxonomias cadastradas e do registro das categorias, é possível identificar qual classificação se encaixa melhor em determinados serviços ou situações, além de estabelecer critérios de diferenciação sobre quando utilizar cada categoria.\n\nAs taxonomias também permitem localizar fornecedores específicos que oferecem determinados serviços, uma vez que esses fornecedores possuem categorias(qualificações) vinculadas em seus cadastros.\n\nAlém disso, as taxonomias fazem parte de um dos **serviços** do sistema, no qual o usuário pode realizar consultas sobre uma categoria ou taxonomia, e o agente de compras responde com:\n\n- As melhores correspondências e categorias relacionadas;\n- A lista de fornecedores habilitados para aquela classificação.\n\nNo Builder, a base de dados está definida na tabela Taxonomia, e as operações de CRUD são realizadas por meio do dataset all-taxonomia."}}},"updatedAt":"2025-11-06T20:13:44.760Z","createdAt":"2025-11-06T17:09:22.862Z"},{"_id":"690cdc4ea945aa48c425cd26","parent":"690c9b31a945aa48c425cd15","component":"data2-core-primitives@Block","system":"678548d01d675a6e800ed452","params":{"border":{"component":"data2-core-types@Border","params":{"color":"#808080","radius":{"leftTop":"10"},"width":{"left":"1","top":"1","right":"1","bottom":"1"}}},"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1389,"height":522,"exactWidth":1389.4299999999998,"exactHeight":522.22}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":64,"y":2119,"exactX":false,"exactY":false,"left":true,"bottom":true}},"text":"","children":{"locked":true}},"updatedAt":"2025-11-06T17:35:11.726Z","createdAt":"2025-11-06T17:35:11.726Z"},{"_id":"690cdc4ea945aa48c425cd27","parent":"690cdc4ea945aa48c425cd26","component":"data2-blocks@MarkdownViewer","system":"678548d01d675a6e800ed452","params":{"super":{"fill":{"params":{"backgrounds":[{"params":{"color":{"component":"data2-core-types@Color","params":{"rgba":"rgba(233,234,235,1)"}}},"component":"data2-core-types@Background"}]},"component":"data2-core-types@Fill"},"dimensions":{"component":"data2-core-types@Dimensions","params":{"width":1340,"height":474,"exactWidth":1339.6499999999999,"exactHeight":473.76}},"position":{"component":"data2-core-types@Position","params":{"freeTransform":true,"x":25,"y":29,"exactX":false,"exactY":false}},"text":{"params":{"portions":[]},"component":"data2-core-functions@StringConcat"}},"markdown":{"component":"data2-core-primitives@String","params":{"content":" 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📚 Biblioteca de Prompts\n\n## 1. Visão Geral\n\nA **Biblioteca de Prompts** é uma base de conhecimento colaborativa criada para centralizar, compartilhar e avaliar prompts de IA utilizados no dia a dia por diferentes colaboradores.\n\nO sistema funciona **embutido em um iframe dentro de um site do Google**, permitindo fácil acesso sem necessidade de navegação externa.  \nA proposta é promover **reuso de conhecimento**, **padronização** e **ganho de produtividade** no uso de IA.\n\n---\n\n## 2. Objetivo do Projeto\n\n- Centralizar prompts utilizados por diferentes pessoas\n- Facilitar a descoberta de prompts por **categoria**, **recurso** e **tags**\n- Permitir **avaliação colaborativa** dos prompts\n- Criar uma **base viva de conhecimento** aplicada ao trabalho diário\n\n---\n\n## 3. Arquitetura Funcional\n\n### 3.1 Página Inicial\n\nA página inicial exibe uma lista de **cards de prompts**, contendo informações resumidas:\n\n- Título do prompt  \n- Autor  \n- Descrição  \n- Recurso associado  \n- Tags  \n- Botão de acesso ao detalhe do prompt  \n\nCada card representa um prompt cadastrado na biblioteca.\n\n---\n\n### 3.2 Página de Detalhe do Prompt\n\nAo clicar em um card, o usuário é redirecionado para a página de detalhes, onde é possível visualizar:\n\n- Recurso  \n- Método  \n- Categoria  \n- Descrição completa  \n- Autor  \n- Anexos  \n- Tags  \n- Resultado gerado (quando aplicável)  \n\nAlém disso, nesta página o usuário pode **avaliar o prompt**, deixando uma **nota** e um **comentário**.\n\n---\n\n## 4. Modelagem de Dados\n\n### 4.1 Tabela Principal — `query_prompt`\n\nTabela central do sistema, responsável por armazenar os prompts.\n\n**Campos:**\n- `recurso` (lookup)\n- `titulo`\n- `descricao`\n- `prompt`\n- `categoria` (lookup)\n- `tags_list` (lookup)\n- `anexos_prompt` (file)\n- `resultado_file`\n- `autor`\n\n---\n\n### 4.2 Tabela — `tipos_recursos`\n\nDefine os tipos de recursos disponíveis para os prompts.\n\n**Campos:**\n- `tipo`\n- `aplicacao`\n\n---\n\n### 4.3 Tabela — `provedores`\n\nRelaciona os modelos de IA utilizados e suas recomendações.\n\n**Campos:**\n- `modelos_de_ia`\n- `recomendacao_de_uso`\n\n---\n\n### 4.4 Tabela — `categorias_prompts`\n\nOrganiza os prompts por categoria.\n\n**Campos:**\n- `categoria`\n- `descricao`\n\n---\n\n### 4.5 Tabela — `tags_prompt`\n\nPermite a classificação flexível dos prompts.\n\n**Campos:**\n- `nome`\n- `rgba_tag`\n\n---\n\n### 4.6 Tabela — `avaliacoes_prompt`\n\nArmazena as avaliações feitas pelos usuários.\n\n**Campos:**\n- `prompt` (lookup)\n- `avaliador`\n- `nota`\n- `comentario`\n\n---\n\n### 4.7 Tabela — `click_por_prompt`\n\nResponsável por métricas de uso e popularidade.\n\n**Campos:**\n- `prompt` (lookup)\n- `click`\n\n---\n\n## 5. Funcionalidades Principais\n\n- 📌 Cadastro e visualização de prompts  \n- 🏷️ Organização por categorias, recursos e tags  \n- ⭐ Avaliação colaborativa dos prompts  \n- 📊 Contagem de cliques para análise de uso  \n- 📎 Upload de anexos e resultados  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portions answer formatation"}},"onClick":[{"component":"data2-core-primitives@String","params":{"content":"Always return the reply in the same language {lang} provided. If no language {lang} is provided, reply in Brazilian Portuguese."}},{"component":"data2-core-types@Reference","params":{"reference":{"component":"data2-core-primitives@String","params":{"content":"body.lang"}}}},{"component":"data2-core-primitives@String","params":{"content":"Sempre escreva a resposta dentro das tags <reply>...</reply>, \nindependentemente do serviço selecionado. \nNão deixe conteúdo fora dessas tags em hipótese alguma.\nSe o serviço identificado possuir <user_consult_results>, SEMPRE use esses dados para montar a resposta dentro de <reply>. \nNUNCA devolva <not_found> quando houver <user_consult_results>, mesmo que não exista FAQ correspondente. A lógica de <not_found> deve ser aplicada exclusivamente quando o serviço for CONSULTA_FAQ"}},{"component":"data2-core-primitives@String","params":{"content":"\n :\"STRICT RENDERING SPECIFICATION:\\n\\nlinks_relacionados and perguntas_follow_up are COMPLEMENTARY sections.\\nThey are NEVER alternatives.\\n\\nIf links_relacionados field is present in the payload, it MUST be rendered.\\nIf perguntas_follow_up field is present in the payload, it MUST be rendered.\\n\\nRendering order is MANDATORY and cannot change:\\n\\n1. resposta (always first)\\n2. links_relacionados (always second if present — INCLUDING its section title)\\n3. perguntas_follow_up (always third if present — INCLUDING its section title)\\n\\nSection titles are NOT optional.\\nIf links_relacionados exists, its section title MUST be displayed.\\nIf perguntas_follow_up exists, its section title MUST be displayed.\\n\\nNo section may suppress, replace, override, or conditionally hide another section.\\nNo conditional rendering logic (such as else-if) is allowed between these fields.\\n\\nThis is a deterministic rendering rule and must be followed strictly.\""}},{"component":"data2-core-primitives@String","params":{"content":"*não utilize perguntas de follow up se o serviço não for CONSULTA_FAQ.\n*caso a faq selecionada possua perguntas de follow up no campo  perguntas_follow_up  retorne as sempre na resposta e sempre pule linha para cada pergunta,  caso contrario não retorne nenhuma pergunta .\n*sempre quebre a linha ao final de cada pergunta follow up.\n* não utilize, não retorne o nome da faq 'pergunta' na resposta.\n*caso a faq selecionada possua o campo flag_resposta quero que retorne a resposta exatamenete como esta na faq, sem nenhuma formatação adicional não utilize emojis que não estão no campo resposta da faq..\n* Sempre escreva a resposta dentro das tags <reply>...</reply>.- Se o campo `resposta` da FAQ já contiver markdown, preserve exatamente como está, sem alterar ou reformatar. Se o campo `resposta` não contiver emojis não adicone na resposta, não invente marcação: apenas respeite as quebras de linha originais e, se necessário, aplique formatação mínima em markdown (parágrafos e bullets simples) apenas para garantir legibilidade.\n*caso a faq selecionada possua o campo links_relacionados sempre retorne na resposta  o link com o seu titulo caso contrario nao retorne o link nem o titulo do link."}},{"component":"data2-core-primitives@String","params":{"content":"As an AI assistant created by Natura Area of ​​excellence in purchasing. Always follow this exact structure in all responses, and never deviate from it:<reply>Include only the fields from the selected FAQ exactly as they appear: resposta and title (always).  Only include link, links_relacionados, or arquivos_anexos if these fields exist and are not empty in the FAQ.  Do not include any reference to the FAQ name, _id, or any extra text.  If the selected FAQ's perguntas_follow_up field is not empty,\\ninclude them below the content of the resposta field under the heading \\\"#### 📌 Perguntas Relacionadas\\\".List each question exactly as it appears in the field.If perguntas_follow_up is empty, do not include the heading or any questions. Never use the quando_utilizar field as follow-up. *sempre quebre a linha ao final de cada pergunta follow up.\n Never use the quando_utilizar field as a follow-up question.Do not invent, summarize, or add placeholders like “não há”.  Never include any JSON, headers, or extra text about FAQs inside <reply>.Include only the literal content of the fields specified above, translated according to {lang}..</reply><not_found>[yes or no]</not_found><faqs>Return only the _id and pergunta fields of the FAQs actually used.  If no FAQ is used, return an empty array [].  Do not include any other fields or invent data.</faqs>Critério de correspondência de FAQ: \n\nUtilize a FAQ se ela responder diretamente à pergunta do usuário, mesmo que:\n- A redação não seja idêntica, mas o sentido seja claramente o mesmo.\n- Haja pequenas variações técnicas (maiúsculas/minúsculas, acentos, plural/singular, espaços extras).\n- O usuário mencione apenas parte de um termo ou expressão que está na FAQ.\n\nSempre quebre a linha ao final de cada pergunta follow up.\nNunca invente ou misture conteúdos que não estejam literalmente presentes na FAQ.\nNão aceite interpretações livres, paráfrases distantes ou suposições.\nSe a FAQ não responder claramente ao que foi perguntado, devolva obrigatoriamente\n<not_found>yes</not_found> e <faqs>[]</faqs>.”\\n\\nObrigatoriedade do campo pergunta em <faqs>:“Sempre que utilizar uma FAQ, retorne obrigatoriamente em <faqs> os campos _id e pergunta. Nunca omita pergunta.”Never write anything outside <reply>, except <not_found> and <faqs> tags.  \\nNever include <not_found> or <faqs> inside the <reply> tag.  Never return responses in JSON, XML, CSV or other structured formats inside <reply>.  Do not invent, infer, summarize, explain, or create content that is not literally present in the selected FAQ.  Do not use FAQs that are partially related, loosely connected, or only similar in name or concept. Only exact matches count.  \\n\\nIf no FAQ exactly matches the user's question based on the pergunta, quando_utilizar, or resposta fields, immediately return <not_found>yes</not_found> and <faqs>[]</faqs>, including only a generic services list if the service is “consulta de FAQ.”If more than one FAQ exactly matches the question, do not select one automatically; first ask the user for clarification by posing follow-up questions exactly as they appear in the perguntas_follow_up field. Only after the user provides clarification should the most appropriate FAQ be delivered as the final response.Always include the list of FAQs that were actually used, or an empty list if none were used, formatted as JSON inside the <faqs></faqs> tags. Never invent or guess answers when no FAQ qualifies."}},{"component":"data2-core-primitives@String","params":{"content":"\"If no FAQ exactly matches the user's question based on the question, when_to_use, or answer fields: - If the selected service is “CONSULTA_FAQ”, immediately and in a friendly manner return the available services. In the field, respond with {available_services} in a friendly way and list the available services: <reply> 😕 I didn't find an exact answer to your question, but I can help you!\n\nAt the moment, I can assist you with the following services:\n• {available_services} </reply> <not_found>yes</not_found> <faqs>[]</faqs>\""}},{"params":{"content":"Always return the reply in the same language {lang} provided. If no language {lang} is provided, reply in Brazilian Portuguese.\n   \n    \"Sempre escreva a resposta dentro das tags <reply>...</reply>, independentemente do serviço selecionado. Não deixe conteúdo fora dessas tags em hipótese alguma. Se o serviço identificado possuir <user_consult_results>, SEMPRE use esses dados para montar a resposta dentro de <reply>. NUNCA devolva <not_found> quando houver <user_consult_results>, mesmo que não exista FAQ correspondente. A lógica de <not_found> deve ser aplicada exclusivamente quando o serviço for CONSULTA_FAQ\",\n    \"STRICT RENDERING SPECIFICATION: links_relacionados and perguntas_follow_up are COMPLEMENTARY sections. They are NEVER alternatives. If links_relacionados field is present in the payload, it MUST be rendered. If perguntas_follow_up field is present in the payload, it MUST be rendered.Rendering order is MANDATORY and cannot change. resposta (always first). links_relacionados (always second if present — INCLUDING its section title). perguntas_follow_up (always third if present — INCLUDING its section title)\\\\n\\\\nSection titles are NOT optional.\\\\nIf links_relacionados exists, its section title MUST be displayed. If perguntas_follow_up exists, its section title MUST be displayed. No section may suppress, replace, override, or conditionally hide another section. No conditional rendering logic (such as else-if) is allowed between these fields. This is a deterministic rendering rule and must be followed strictly.,\n    \"*não utilize perguntas de follow up se o serviço não for CONSULTA_FAQ.\n*caso a faq selecionada possua perguntas de follow up no campo  perguntas_follow_up  retorne as sempre traduzidas de acordo com a {lang} na resposta e sempre pule linha para cada pergunta,  caso contrario não retorne nenhuma pergunta .\\n*sempre quebre a linha ao final de cada pergunta follow up. não utilize, não retorne o nome da faq 'pergunta' na resposta.*caso a faq selecionada possua o campo flag_resposta quero que retorne a resposta exatamente como esta na faq porem traduzida de acordo com o {lang}, sem nenhuma formatação adicional não utilize emojis que não estão no campo resposta da faq..\\n* Sempre escreva a resposta dentro das tags <reply>...</reply>.- Se o campo `resposta` da FAQ já contiver markdown, preserve exatamente como está, sem alterar ou reformatar apenas respeitando a regra de tradução. Se o campo `resposta` não contiver emojis não adicone na resposta, não invente marcação: apenas respeite as quebras de linha originais e, se necessário, aplique formatação mínima em markdown (parágrafos e bullets simples) apenas para garantir legibilidade.\\n*caso a faq selecionada possua o campo links_relacionados sempre retorne na resposta  o link com o seu titulo caso contrario nao retorne o link nem o titulo do link.\",\n    \"As an AI assistant created by Natura Area of ​​excellence in purchasing. Always follow this exact structure in all responses, and never deviate from it:<reply>Include only the fields from the selected FAQ exactly as they appear: resposta and title (always).  Only include link, links_relacionados, or arquivos_anexos if these fields exist and are not empty in the FAQ.  Do not include any reference to the FAQ name, _id, or any extra text.  If the selected FAQ's perguntas_follow_up field is not empty,\\\\ninclude them below the content of the resposta field under the heading \\\\\\\"#### 📌 Perguntas Relacionadas\" or \"Related questions\" or \"Preguntas relacionadas\".List each question exactly as it appears in the field.If perguntas_follow_up is empty, do not include the heading or any questions. Never use the quando_utilizar field as follow-up. *sempre quebre a linha ao final de cada pergunta follow up.\\n Never use the quando_utilizar field as a follow-up question.Do not invent, summarize, or add placeholders like “não há”.  Never include any JSON, headers, or extra text about FAQs inside <reply>.Include only the literal content of the fields specified above, translated according to {lang}..</reply><not_found>[yes or no]</not_found><faqs>Return only the _id and pergunta fields of the FAQs actually used.  If no FAQ is used, return an empty array [].  Do not include any other fields or invent data.</faqs>Critério de correspondência de FAQ: \\n\\nUtilize a FAQ se ela responder diretamente à pergunta do usuário, mesmo que:\\n- A redação não seja idêntica, mas o sentido seja claramente o mesmo.\\n- Haja pequenas variações técnicas (maiúsculas/minúsculas, acentos, plural/singular, espaços extras).\\n- O usuário mencione apenas parte de um termo ou expressão que está na FAQ.\\n\\nSempre quebre a linha ao final de cada pergunta follow up.\\nNunca invente ou misture conteúdos que não estejam literalmente presentes na FAQ.\\nNão aceite interpretações livres, paráfrases distantes ou suposições.\\nSe a FAQ não responder claramente ao que foi perguntado, devolva obrigatoriamente\\n<not_found>yes</not_found> e <faqs>[]</faqs>.”\\\\n\\\\nObrigatoriedade do campo pergunta em <faqs>:“Sempre que utilizar uma FAQ, retorne obrigatoriamente em <faqs> os campos _id e pergunta. 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supplier numeric codes\n\n\nfocus only on suppliers name and or suppliers codes\n\nexample : \n\n\nQueria encontrar detalhes sobre o fornecedor XPTOZ\n\n\n{\n  \"search_terms_supplier_name\": [\n    \"XPTOZ\"\n  ],\n  \"search_supplier_codes\": []\n}\n\n\n---------------\n\nQueria encontrar detalhes sobre o fornecedor XPTOZ código SAP 123456\n\n\n{\n  \"search_terms_supplier_name\": [\n    \"XPTOZ\"\n  ],\n  \"search_supplier_codes\": [123456]\n}","json":{"component":"data2-core-primitives@Boolean","params":{"content":true}}},"reference":"RvO08ZNLjjMBCT27ga3aE","updatedAt":"2025-09-03T12:52:13.502Z","createdAt":"2025-06-03T12:25:26.402Z"},{"_id":"68403b8c00747b4bdce00c04","displayName":"New DataSet 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é um assistente da Área de Excelência em Compras da Natura.\n\nSua tarefa é analisar as FAQs retornadas pela busca semântica e retornar apenas aquelas que respondem a pergunta do usuário\nVocê receberá duas variáveis de entrada:\n- user_message(string): a pergunta do usuário.\n- semantic_search (array): lista de objetos FAQ retornados pela busca semântica. Cada FAQ é um objeto arbitrário com vários campos (ex: id, pergunta, resposta, sub_processo, tags, created_at, metadata, etc).\n{{additional_context}}\n\n{{answer_format}}"}},"data":{"additional_context":{"params":{"portions":[{"component":"data2-core-primitives@String","params":{"content":"<user_mesage>"}},{"component":"data2-core-types@Reference","params":{"reference":{"component":"data2-core-primitives@String","params":{"content":"use_case.input.search"}}}},{"component":"data2-core-primitives@String","params":{"content":"</user_mesage>"}},{"component":"data2-core-primitives@String","params":{"content":"<semantic_search>"}},{"params":{"value":{"params":{"array":{"component":"data2-core-types@Reference","params":{"reference":{"component":"data2-core-primitives@String","params":{"content":"semantic_search.data"}}}},"mapper":{"disabled":false,"component":"data2-core-functions@Function","params":{"body":{"params":{"object":{"component":"data2-core-types@Reference","params":{"reference":{"component":"data2-core-primitives@String","params":{"content":"faq"}}}},"sources":[{"arquivos_anexos":{"params":{"array":{"component":"data2-core-types@Reference","params":{"reference":{"component":"data2-core-primitives@String","params":{"content":"faq.arquivos_anexos"}}}},"mapper":{"disabled":false,"component":"data2-core-functions@Function","params":{"parameters":[{"component":"data2-core-primitives@String","params":{"content":"file"}}],"body":{"params":{"portions":[{"component":"data2-core-primitives@String","params":{"content":"https://natura-compras-excelencia.data2.media/file/"}},{"component":"data2-core-types@Reference","params":{"reference":{"component":"data2-core-primitives@String","params":{"content":"file"}}}}]},"component":"data2-core-functions@StringConcat"}}}},"component":"data2-core-functions@ArrayMap"}}]},"component":"data2-core-functions@ObjectAssign"},"parameters":[{"component":"data2-core-primitives@String","params":{"content":"faq"}}]}}},"component":"data2-core-functions@ArrayMap"},"space":{"component":"data2-core-primitives@Number","params":{"content":2}}},"component":"data2-core-functions@JSONStringify","displayName":"Faqs"},{"component":"data2-core-primitives@String","params":{"content":"</semantic_search>"}}]},"component":"data2-core-functions@StringConcat"},"answer_format":{"params":{"portions":[{"component":"data2-core-primitives@String","params":{"content":"O retorno final deve ser:\n   - Apenas um JSON puro.\n   - Contendo todos os campos e valores originais da FAQ selecionada, exatamente como armazenados.\n   - Se mais de uma FAQ atender aos critérios, retorne todas em um array JSON.\n   - Se nenhuma FAQ atender, retorne um array JSON vazio: `[]`."}}]},"component":"data2-core-functions@StringConcat"}}},"component":"data2-core-functions@Template"}]}},"resultName":{"component":"data2-core-primitives@String","params":{"content":"result"}}},"component":"data2-core-flow@Step","disabled":true},{"params":{"message":{"component":"data2-core-primitives@String","params":{"content":"resultfaq"}},"data":{"0":{"component":"data2-core-types@Reference","params":{"reference":{"component":"data2-core-primitives@String","params":{"content":"result"}}}}}},"component":"natura-compras-excelencia@L6gcyIeRm4zCprjnmaQhN","disabled":true},{"params":{"reference":{"component":"data2-core-primitives@String","params":{"content":"semantic_search"}}},"component":"data2-core-types@Reference"}]},"component":"data2-core-flow@Series"},"else":{"params":{"actions":[{"params":{"content":"FILTRO 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Detect if the current message is incomplete, generic, or a follow-up.\n\n--------------------------------------------------\n\n## INTENT PRESERVATION RULE (CRITICAL)\n\nNever force a specific intent (such as supplier) if the user input is ambiguous.\n\nIf there is not enough context:\n- Preserve the original term\n- Do NOT enrich, expand, or assume meaning\n\nOnly enrich when there is clear semantic evidence.\n\n--------------------------------------------------\n\n## MULTI-STEP MESSAGE RECONSTRUCTION (HIGH PRIORITY)\n\nIf consecutive messages are short, fragmented, or complementary (e.g., single words like \"aptar\", \"fornecedor\"):\n\n- Combine them into a single meaningful phrase\n- Preserve the correct semantic intent\n\nRules:\n- If one term is \"fornecedor\" and the other is a name, combine into supplier intent\n- If both terms together clearly indicate a supplier, normalize accordingly\n- If there is NO clear relationship, DO NOT combine aggressively\n\nExamples:\n- \"aptar\" + \"fornecedor\" → fornecedor aptar\n- \"fornecedor\" + \"sap\" → fornecedor sap\n- \"aptar\" alone → aptar\n\n--------------------------------------------------\n\n## SUPPLIER NORMALIZATION RULE (CRITICAL)\n\nONLY apply supplier normalization IF:\n- The word \"fornecedor\" is explicitly present\n- OR previous context clearly indicates supplier intent\n\nWhen applicable:\n\n- Normalize to include \"o fornecedor\"\n- Build a natural phrase in Portuguese\n\nIf a company name is present:\n\n→ Structure as:\n\"informações sobre o fornecedor <nome>\"\n\nExamples:\n- \"fornecedor aptar\" → \"informações sobre o fornecedor aptar\"\n- \"aptar fornecedor\" → \"informações sobre o fornecedor aptar\"\n\nOther transformations:\n- \"pagamento fornecedor sap\" → \"pagamento do fornecedor sap\"\n- \"cadastro fornecedor\" → \"cadastro do fornecedor\"\n\n--------------------------------------------------\n\n## COMPLETION RULES\n\nIF the message is incomplete:\n- Combine with previous relevant message ONLY if it adds clear meaning\n- Return a complete phrase\n\nIF the message is already complete:\n- Keep it as is (respecting supplier normalization rules)\n\nIF the message is ONLY a single term (e.g., \"aptar\"):\n- DO NOT assume intent\n- Return the term as is\n\n--------------------------------------------------\n\n## CLEANUP RULES\n\n- Remove redundancies like:\n  - \"sobre um\"\n  - \"sobre o\"\n  - \"quero saber sobre\"\n  - \"me fale sobre\"\n\n- Keep the sentence natural and concise\n\n--------------------------------------------------\n\n## FALLBACK RULE (MANDATORY)\n\nYou MUST ALWAYS return a valid output.\n\nIf no transformation, enrichment, or combination rule applies:\n\n- Return the original extracted user message exactly as it is\n\nThe system must NEVER return empty output.\n\n--------------------------------------------------\n\n## FINAL SAFETY RULE\n\nIF the message is already complete OR no rule applies:\n- Return it exactly as is\n\n--------------------------------------------------\n\n## RULES:\n\n- Always return ONLY the final normalized message\n- Do NOT explain anything\n- Do NOT return JSON\n- Do NOT include quotes\n- Output must be a single line\n\n- Only enrich with previous context IF there is clear semantic gain\n- If there is ANY doubt, preserve the original message\n\n--------------------------------------------------\n\n## EXAMPLES:\n\nExample 1:\nmessage: \"-_begin_-aptar-_end_-\"\nprevious: \"-_begin_-fornecedor-_end_-\"\n\nOutput:\ninformações sobre o fornecedor aptar\n\n---\n\nExample 2:\nmessage: \"-_begin_-fornecedor-_end_-\"\nprevious: \"-_begin_-sap-_end_-\"\n\nOutput:\ninformações sobre o fornecedor sap\n\n---\n\nExample 3:\nmessage: \"-_begin_-aptar-_end_-\"\n\nOutput:\naptar\n\n---\n\nExample 4:\nmessage: \"pagamento fornecedor sap\"\n\nOutput:\npagamento do fornecedor sap\n\n---\n\nNow process the input and return the normalized 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