{"id":913,"date":"2025-11-08T20:26:34","date_gmt":"2025-11-08T11:26:34","guid":{"rendered":"https:\/\/good-loop.co.jp\/pt\/software\/dify-implementacao-consultoria\/"},"modified":"2025-11-08T20:26:34","modified_gmt":"2025-11-08T11:26:34","slug":"dify-implementacao-consultoria","status":"publish","type":"page","link":"https:\/\/good-loop.co.jp\/pt\/software\/dify-implementacao-consultoria\/","title":{"rendered":"Implementa\u00e7\u00e3o, opera\u00e7\u00e3o e consultoria de Dify"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\"><strong>Apoio \u00e0 implementa\u00e7\u00e3o do Dify Community Edition | Suporte completo da sele\u00e7\u00e3o de hardware \u00e0 constru\u00e7\u00e3o de ambiente offline<\/strong><\/h1>\n\n\n\n<p class=\"has-large-font-size wp-block-paragraph\"><strong>Servi\u00e7o de suporte total especializado em vers\u00e3o open-source<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Por que o apoio \u00e0 implementa\u00e7\u00e3o do Dify da nossa empresa \u00e9 escolhido<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-f56f613f wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\">&#x1f513; Especializa\u00e7\u00e3o em vers\u00e3o open-source<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Especializado na implementa\u00e7\u00e3o do Dify Community Edition (vers\u00e3o gratuita)<\/strong>. Sem depend\u00eancia de vers\u00e3o comercial, sem vendor lock-in. As despesas de licen\u00e7a s\u00e3o <strong>zero euros<\/strong>.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\">&#x1f527; Suporte completo at\u00e9 ao hardware<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sele\u00e7\u00e3o de GPU\/CPU, conce\u00e7\u00e3o de mem\u00f3ria e armazenamento, c\u00e1lculo de consumo de energia. <strong>Da aquisi\u00e7\u00e3o de hardware at\u00e9 \u00e0 instala\u00e7\u00e3o e configura\u00e7\u00e3o<\/strong> respondemos de forma integrada.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\">&#x1f310; Suporte tanto em cloud como offline<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Desde cloud como AWS\/Azure, at\u00e9 <strong>ambiente completamente offline<\/strong>. Pode usar IA generativa com seguran\u00e7a mesmo em ambientes altamente confidenciais.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Modelo de fatura\u00e7\u00e3o por inst\u00e2ncia<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Adotamos <strong>\u00abtarifa mensal fixa por unidade de inst\u00e2ncia\u00bb<\/strong>. Isto significa:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&#x2705; Mesmo que o n\u00famero de utilizadores aumente, <strong>a tarifa n\u00e3o muda<\/strong><\/li>\n\n\n\n<li>&#x2705; Pode configurar m\u00faltiplas inst\u00e2ncias por caso de uso, com <strong>gest\u00e3o de custos clara<\/strong><\/li>\n\n\n\n<li>&#x2705; Planeamento or\u00e7amental mais f\u00e1cil com <strong>modelo de custos fixos<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Redu\u00e7\u00e3o de custos com Dify Community Edition + LLM open-source<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Item<\/th><th>Servi\u00e7os de IA comercial t\u00edpicos<\/th><th>Apoio \u00e0 implementa\u00e7\u00e3o do Dify Community Edition da nossa empresa<\/th><\/tr><\/thead><tbody><tr><td><strong>Licen\u00e7a de software<\/strong><\/td><td>100 000\u2013500 000 iene\/m\u00eas<\/td><td><strong>0 iene (permanentemente gratuito)<\/strong><\/td><\/tr><tr><td><strong>Tarifa de utiliza\u00e7\u00e3o do LLM<\/strong><\/td><td>Fatura\u00e7\u00e3o por utiliza\u00e7\u00e3o (v\u00e1rias centenas de milhares de iene\/m\u00eas ou mais)<\/td><td><strong>0 iene (quando utiliza LLM open-source)<\/strong><\/td><\/tr><tr><td><strong>Personaliza\u00e7\u00e3o<\/strong><\/td><td>Com limita\u00e7\u00f5es, custo adicional<\/td><td><strong>Ilimitada (modifica\u00e7\u00e3o de c\u00f3digo-fonte poss\u00edvel)<\/strong><\/td><\/tr><tr><td><strong>Local de armazenamento de dados<\/strong><\/td><td>Cloud do fornecedor<\/td><td><strong>Ambiente interno (gest\u00e3o total)<\/strong><\/td><\/tr><tr><td><strong>Funcionamento offline<\/strong><\/td><td>N\u00e3o \u00e9 poss\u00edvel<\/td><td><strong>Completamente offline poss\u00edvel<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Da sele\u00e7\u00e3o de hardware \u00e0 opera\u00e7\u00e3o | Estrutura de suporte integrado da nossa empresa<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Apoio \u00e0 sele\u00e7\u00e3o e aquisi\u00e7\u00e3o de hardware<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O <strong>maior desafio na opera\u00e7\u00e3o interna de LLM open-source \u00e9 a sele\u00e7\u00e3o de hardware<\/strong>. A nossa empresa projeta em detalhe:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sele\u00e7\u00e3o de GPU<\/strong>: propostas de solu\u00e7\u00e3o ideal de NVIDIA A100\/H100 at\u00e9 RTX 4090, conforme or\u00e7amento e tamanho do modelo<\/li>\n\n\n\n<li><strong>Configura\u00e7\u00e3o de CPU\/mem\u00f3ria<\/strong>: conce\u00e7\u00e3o de configura\u00e7\u00e3o que maximiza a velocidade de infer\u00eancia do LLM (ex.: AMD EPYC + 512 GB RAM)<\/li>\n\n\n\n<li><strong>Conce\u00e7\u00e3o de armazenamento<\/strong>: redu\u00e7\u00e3o do tempo de carregamento do modelo com configura\u00e7\u00e3o NVMe SSD<\/li>\n\n\n\n<li><strong>C\u00e1lculo de energia e arrefecimento<\/strong>: conce\u00e7\u00e3o de ambiente apropriado para equipamentos com consumo de 1,5 kW a 5 kW<\/li>\n\n\n\n<li><strong>Apoio \u00e0 aquisi\u00e7\u00e3o<\/strong>: suporte de aquisi\u00e7\u00e3o aos melhores pre\u00e7os junto de fornecedores nacionais e internacionais<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. Op\u00e7\u00f5es de constru\u00e7\u00e3o flex\u00edveis conforme o ambiente<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Tipo de ambiente<\/th><th>Caracter\u00edsticas<\/th><th>Casos de uso recomendados<\/th><\/tr><\/thead><tbody><tr><td><strong>Cloud p\u00fablico<\/strong><\/td><td>Constru\u00eddo em AWS\/Azure\/GCP <br>Enfoque na escalabilidade<\/td><td>Ambiente de desenvolvimento, resposta a cargas vari\u00e1veis<\/td><\/tr><tr><td><strong>Cloud privado<\/strong><\/td><td>Constru\u00eddo no centro de dados interno <br>Seguran\u00e7a e otimiza\u00e7\u00e3o de custos<\/td><td>Ambiente de produ\u00e7\u00e3o, opera\u00e7\u00e3o de regime permanente<\/td><\/tr><tr><td><strong>Completamente offline<\/strong><\/td><td>Sem liga\u00e7\u00e3o \u00e0 Internet <br>Seguran\u00e7a de n\u00edvel m\u00e1ximo<\/td><td>Processamento de dados confidenciais, conformidade regulat\u00f3ria<\/td><\/tr><tr><td><strong>H\u00edbrido<\/strong><\/td><td>Liga\u00e7\u00e3o entre on-premise + cloud <br>Compatibilidade entre flexibilidade e seguran\u00e7a<\/td><td>Migra\u00e7\u00e3o em fases, medidas de recupera\u00e7\u00e3o de desastres<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3. Sele\u00e7\u00e3o e otimiza\u00e7\u00e3o do LLM open-source<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A nossa empresa tem experi\u00eancia de verifica\u00e7\u00e3o de muitos <strong>LLM open-source<\/strong> e pode propor o modelo ideal conforme o caso de uso:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Qwen2.5 (72B\/32B\/7B)<\/strong>: desempenho em japon\u00eas de classe mundial, uso comercial permitido<\/li>\n\n\n\n<li><strong>DeepSeek-V3<\/strong>: efici\u00eancia de custos m\u00e1xima, estrutura MoE para velocidade elevada<\/li>\n\n\n\n<li><strong>Llama 3.2 (405B\/70B\/8B)<\/strong>: fabricado pela Meta, mais est\u00e1vel<\/li>\n\n\n\n<li><strong>Command-R+<\/strong>: especializado em RAG, suporte a 104 idiomas<\/li>\n\n\n\n<li><strong>Phi-3<\/strong>: modelo leve, suporte a dispositivos perif\u00e9ricos<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Com a <strong>quantiza\u00e7\u00e3o (GGUF\/AWQ\/GPTQ)<\/strong> de cada modelo, \u00e9 poss\u00edvel operar modelos de grande escala mesmo com hardware limitado.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tabela de pre\u00e7os (custo inicial + fatura\u00e7\u00e3o mensal por inst\u00e2ncia)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Despesa inicial de implementa\u00e7\u00e3o<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Plano<\/strong><\/td><td><strong>Conte\u00fado<\/strong><\/td><td><strong>Despesa inicial<\/strong><\/td><\/tr><tr><td><strong>M\u00ednimo<\/strong><\/td><td>Configura\u00e7\u00e3o do Dify Community Edition <br>Integra\u00e7\u00e3o Ollama (1-2 modelos)<br> Configura\u00e7\u00e3o RAG b\u00e1sica (pgvector) <br> Defini\u00e7\u00e3o de c\u00f3pia de seguran\u00e7a semanal<\/td><td>\u00a5120,000<\/td><\/tr><tr><td><strong>Padr\u00e3o<\/strong><\/td><td>Acima + <br>Configura\u00e7\u00e3o de m\u00faltiplos modelos LLM<br> Otimiza\u00e7\u00e3o de RAG (ajuste de fragmenta\u00e7\u00e3o e incorpora\u00e7\u00e3o) <br> Realiza\u00e7\u00e3o de teste de carga<\/td><td>\u00a5280,000<\/td><\/tr><tr><td><strong>Empresa<\/strong><\/td><td>Conce\u00e7\u00e3o completa desde defini\u00e7\u00e3o de requisitos <br>Configura\u00e7\u00e3o HA\/cluster<br> Sele\u00e7\u00e3o e apoio \u00e0 aquisi\u00e7\u00e3o de hardware <br> Constru\u00e7\u00e3o de ambiente offline <br> Forma\u00e7\u00e3o operacional e documenta\u00e7\u00e3o completa<\/td><td>\u00a5500,000\u301c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Despesa mensal de suporte (por inst\u00e2ncia)<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><\/td><td><strong>B\u00e1sico<\/strong><\/td><td><strong>Profissional<\/strong><\/td><td><strong>Empresa<\/strong><\/td><\/tr><tr><td><strong>Mensal (1 inst\u00e2ncia)<\/strong><\/td><td>\u00a515,000<\/td><td>\u00a535,000<\/td><td>\u00a560,000\u301c<\/td><\/tr><tr><td><strong>N\u00famero de utilizadores<\/strong><\/td><td><strong>Ilimitado<\/strong><\/td><td><strong>Ilimitado<\/strong><\/td><td><strong>Ilimitado<\/strong><\/td><\/tr><tr><td>Armazenamento de conhecimento<\/td><td>10 GB<\/td><td>100GB<\/td><td>Ilimitado<\/td><\/tr><tr><td>C\u00f3pia de seguran\u00e7a<\/td><td>Semanal<\/td><td>Di\u00e1ria<\/td><td>Tempo real<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><small>\u203b Custos de infraestrutura (taxa de utiliza\u00e7\u00e3o de cloud, custos de eletricidade, etc.) separados<br> \u203b Quando utiliza API comercial (OpenAI, etc.), custos de API separados<\/small><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Casos de implementa\u00e7\u00e3o | Casos de sucesso realizados com Dify Community Edition<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u3010Caso 1\u3011Institui\u00e7\u00e3o financeira A | Utiliza\u00e7\u00e3o de IA generativa em ambiente completamente offline<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Desafio<\/strong>: regula\u00e7\u00f5es financeiras pro\u00edbem a utiliza\u00e7\u00e3o de API externas, mas deseja usar IA generativa<\/li>\n\n\n\n<li><strong>Configura\u00e7\u00e3o<\/strong>: <ul><li>Dify Community Edition + Qwen2.5-72B<\/li><li>Servidor on-premise com 2 \u00d7 NVIDIA A100 80 GB<\/li><li>Ambiente completamente offline (air gap)<\/li><\/ul><\/li>\n\n\n\n<li><strong>Resultados<\/strong>: <ul><li>Resumo e an\u00e1lise de documentos confidenciais completados internamente<\/li><li>Zero de custos de API mensal (redu\u00e7\u00e3o anual de <strong>24 milh\u00f5es de iene comparado a antes<\/strong>)<\/li><li>Velocidade de processamento 3\u00d7 superior (devido ao processamento local)<\/li><\/ul><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u3010Caso 2\u3011Manufatura B | Migra\u00e7\u00e3o gradual de cloud para on-premise<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Desafio<\/strong>: Custos da API ChatGPT superavam 200 000 iene\/m\u00eas<\/li>\n\n\n\n<li><strong>Configura\u00e7\u00e3o<\/strong>: <ul><li>Fase 1: Constru\u00e7\u00e3o do Dify Community Edition em AWS<\/li><li>Fase 2: Migra\u00e7\u00e3o para LLM open-source (DeepSeek-V3)<\/li><li>Fase 3: Migra\u00e7\u00e3o completa para centro de dados interno<\/li><\/ul><\/li>\n\n\n\n<li><strong>Resultados<\/strong>: <ul><li>Redu\u00e7\u00e3o de custos de API <strong>95%<\/strong> (menos de 10 000 iene\/m\u00eas)<\/li><li>Velocidade de resposta 2\u00d7 superior<\/li><li>Especializa\u00e7\u00e3o de neg\u00f3cios atrav\u00e9s de personaliza\u00e7\u00e3o<\/li><\/ul><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Por que a vers\u00e3o Dify Community Edition | Diferen\u00e7as em rela\u00e7\u00e3o \u00e0 vers\u00e3o comercial<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Funcionalidade<\/th><th>Vers\u00e3o Community (gratuita)<\/th><th>Vers\u00e3o comercial<\/th><th>Resposta da nossa empresa<\/th><\/tr><\/thead><tbody><tr><td>Funcionalidades b\u00e1sicas<\/td><td>\u25ce Funcionalidades completas<\/td><td>\u25ce Funcionalidades completas<\/td><td>Suporte de todas as funcionalidades<\/td><\/tr><tr><td>C\u00f3digo-fonte<\/td><td>\u25ce Completamente p\u00fablico<\/td><td>\u25b3 Parcialmente n\u00e3o divulgado<\/td><td>Apoio \u00e0 personaliza\u00e7\u00e3o<\/td><\/tr><tr><td>Suporte<\/td><td>\u00d7 Nenhum<\/td><td>\u25ce Fornecido pelo fornecedor<\/td><td><strong>\u25ce Fornecido pela nossa empresa<\/strong><\/td><\/tr><tr><td>Custo de licen\u00e7a<\/td><td>\u25ce Permanentemente gratuito<\/td><td>\u00d7 Pago <br>(15 milh\u00f5es de iene\/ano)<\/td><td>&#8211;<\/td><\/tr><tr><td>Atualiza\u00e7\u00e3o<\/td><td>\u25cb Dependente da comunidade<\/td><td>\u25ce Garantido<\/td><td><strong>Verificado e aplicado pela nossa empresa<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Conclus\u00e3o: com a vers\u00e3o Community + suporte da nossa empresa, realize valor superior ou igual \u00e0 vers\u00e3o comercial a baixo custo<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Perguntas frequentes<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">P: Posso realmente usar a vers\u00e3o Community comercialmente?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">R: Sim, o Dify Community Edition \u00e9 fornecido sob Apache License 2.0, e <strong>o uso comercial \u00e9 completamente livre<\/strong>. Pode integrar sem restri\u00e7\u00f5es nos sistemas internos.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">P: Que quantidade de hardware \u00e9 necess\u00e1ria?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">R: Depende do caso de uso, mas na configura\u00e7\u00e3o m\u00ednima \u00e9 poss\u00edvel operar <strong>sem GPU, apenas com CPU<\/strong>. Para escala maior, a nossa empresa projeta a configura\u00e7\u00e3o ideal.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">P: Como devo migrar do ChatGPT atual?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">P: O Dify tem <strong>compatibilidade com OpenAI API<\/strong>, portanto \u00e9 poss\u00edvel migrar prompts e fluxos de trabalho existentes sem altera\u00e7\u00f5es. Tamb\u00e9m elaboramos um plano de migra\u00e7\u00e3o gradual.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-x-large-font-size wp-block-paragraph\" style=\"line-height:1.2\">Contacte-nos aqui<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-small-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/docs.google.com\/forms\/d\/1JATPpeGfRXaemIpjUO1PbKltxmmkNDiiO8owNQoPJU4\/\" target=\"_blank\" rel=\"noreferrer noopener\">\n\t\t\t\tContacto\t\t\t\t<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Apoio \u00e0 implementa\u00e7\u00e3o do Dify Community Edition | Suporte completo da sele\u00e7\u00e3o de hardware \u00e0 constru\u00e7\u00e3o de ambiente offline Servi\u00e7o de suporte total especializado em vers\u00e3o open-source Por que o apoio \u00e0 implementa\u00e7\u00e3o do Dify da nossa empresa \u00e9 escolhido &#x1f513; Especializa\u00e7\u00e3o em vers\u00e3o open-source Especializado na implementa\u00e7\u00e3o do Dify Community Edition (vers\u00e3o gratuita). Sem [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2147483647,"parent":504,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-913","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/good-loop.co.jp\/pt\/wp-json\/wp\/v2\/pages\/913","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/good-loop.co.jp\/pt\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/good-loop.co.jp\/pt\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/good-loop.co.jp\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/good-loop.co.jp\/pt\/wp-json\/wp\/v2\/comments?post=913"}],"version-history":[{"count":0,"href":"https:\/\/good-loop.co.jp\/pt\/wp-json\/wp\/v2\/pages\/913\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/good-loop.co.jp\/pt\/wp-json\/wp\/v2\/pages\/504"}],"wp:attachment":[{"href":"https:\/\/good-loop.co.jp\/pt\/wp-json\/wp\/v2\/media?parent=913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}