diff --git a/docs/ar/enterprise/guides/enable-crew-studio.mdx b/docs/ar/enterprise/guides/enable-crew-studio.mdx
index 7f1b03a02..2393a5412 100644
--- a/docs/ar/enterprise/guides/enable-crew-studio.mdx
+++ b/docs/ar/enterprise/guides/enable-crew-studio.mdx
@@ -146,7 +146,6 @@ Crew Studio هو طريقة مبتكرة لإنشاء طواقم وكلاء ال
-{" "}
أجب على أسئلة التوضيح من مساعد الطاقم لتنقيح
متطلباتك.
@@ -161,12 +160,10 @@ Crew Studio هو طريقة مبتكرة لإنشاء طواقم وكلاء ال
-{" "}
وافق على الخطة أو اطلب تغييرات إذا لزم الأمر.
-{" "}
نزّل الكود للتخصيص أو انشر مباشرة على المنصة.
diff --git a/docs/ar/learn/llm-selection-guide.mdx b/docs/ar/learn/llm-selection-guide.mdx
index 12da16c46..f71865192 100644
--- a/docs/ar/learn/llm-selection-guide.mdx
+++ b/docs/ar/learn/llm-selection-guide.mdx
@@ -802,7 +802,6 @@ The tables below show a representative sample of current top-performing models a
Begin with well-established models like **GPT-4.1**, **Claude 3.7 Sonnet**, or **Gemini 2.0 Flash** that offer good performance across multiple dimensions and have extensive real-world validation.
-{" "}
Determine if your crew has specific requirements (coding, reasoning, speed)
that would benefit from specialized models like **Claude 4 Sonnet** for
@@ -810,7 +809,6 @@ The tables below show a representative sample of current top-performing models a
consider fast inference providers like **Groq** alongside model selection.
-{" "}
Use different models for different agents based on their roles.
High-capability models for managers and complex tasks, efficient models for
diff --git a/docs/en/enterprise/guides/enable-crew-studio.mdx b/docs/en/enterprise/guides/enable-crew-studio.mdx
index 9d3a257e0..d58805434 100644
--- a/docs/en/enterprise/guides/enable-crew-studio.mdx
+++ b/docs/en/enterprise/guides/enable-crew-studio.mdx
@@ -146,7 +146,6 @@ Here's a typical workflow for creating a crew with Crew Studio:
-{" "}
Respond to clarifying questions from the Crew Assistant to refine your
requirements.
@@ -161,12 +160,10 @@ Here's a typical workflow for creating a crew with Crew Studio:
-{" "}
Approve the plan or request changes if necessary.
-{" "}
Download the code for customization or deploy directly to the platform.
diff --git a/docs/en/learn/llm-selection-guide.mdx b/docs/en/learn/llm-selection-guide.mdx
index c15f5fa5a..30a85462b 100644
--- a/docs/en/learn/llm-selection-guide.mdx
+++ b/docs/en/learn/llm-selection-guide.mdx
@@ -805,7 +805,6 @@ The tables below show a representative sample of current top-performing models a
Begin with well-established models like **GPT-4.1**, **Claude 3.7 Sonnet**, or **Gemini 2.0 Flash** that offer good performance across multiple dimensions and have extensive real-world validation.
-{" "}
Determine if your crew has specific requirements (coding, reasoning, speed)
that would benefit from specialized models like **Claude 4 Sonnet** for
@@ -813,7 +812,6 @@ The tables below show a representative sample of current top-performing models a
consider fast inference providers like **Groq** alongside model selection.
-{" "}
Use different models for different agents based on their roles.
High-capability models for managers and complex tasks, efficient models for
diff --git a/docs/ko/enterprise/guides/enable-crew-studio.mdx b/docs/ko/enterprise/guides/enable-crew-studio.mdx
index c6e2bc36e..8fbf5729d 100644
--- a/docs/ko/enterprise/guides/enable-crew-studio.mdx
+++ b/docs/ko/enterprise/guides/enable-crew-studio.mdx
@@ -145,7 +145,6 @@ LLM 연결과 기본 설정을 구성했다면 이제 Crew Studio 사용을 시
-{" "}
crew assistant가 요구 사항을 구체화할 수 있도록 하는 추가 질문에 답변하세요.
@@ -159,12 +158,10 @@ LLM 연결과 기본 설정을 구성했다면 이제 Crew Studio 사용을 시
-{" "}
계획을 승인하거나 필요하다면 변경을 요청하세요.
-{" "}
사용자화를 위해 코드를 다운로드하거나 플랫폼에 직접 배포하세요.
diff --git a/docs/ko/learn/llm-selection-guide.mdx b/docs/ko/learn/llm-selection-guide.mdx
index e66994ac3..a67c3ba00 100644
--- a/docs/ko/learn/llm-selection-guide.mdx
+++ b/docs/ko/learn/llm-selection-guide.mdx
@@ -797,7 +797,6 @@ LLM 선택을 최적화하고자 하는 팀을 위해 **CrewAI AMP 플랫폼**
여러 차원에서 우수한 성능을 제공하며 실제 환경에서 광범위하게 검증된 **GPT-4.1**, **Claude 3.7 Sonnet**, **Gemini 2.0 Flash**와 같은 잘 알려진 모델부터 시작하십시오.
-{" "}
crew에 코드 작성, reasoning, 속도 등 특정 요구가 있는지 확인하고, 이러한
요구에 부합하는 **Claude 4 Sonnet**(개발용) 또는 **o3**(복잡한 분석용)과 같은
@@ -805,7 +804,6 @@ LLM 선택을 최적화하고자 하는 팀을 위해 **CrewAI AMP 플랫폼**
더불어 **Groq**와 같은 빠른 추론 제공자를 고려할 수 있습니다.
-{" "}
각 에이전트의 역할에 따라 다양한 모델을 사용하세요. 관리자와 복잡한 작업에는
고성능 모델을, 일상적 운영에는 효율적인 모델을 적용합니다.
diff --git a/docs/pt-BR/enterprise/guides/enable-crew-studio.mdx b/docs/pt-BR/enterprise/guides/enable-crew-studio.mdx
index 621f84118..37d63915a 100644
--- a/docs/pt-BR/enterprise/guides/enable-crew-studio.mdx
+++ b/docs/pt-BR/enterprise/guides/enable-crew-studio.mdx
@@ -146,7 +146,6 @@ Veja um fluxo de trabalho típico para criação de um crew com o Crew Studio:
-{" "}
Responda às perguntas de esclarecimento do Crew Assistant para refinar seus
requisitos.
@@ -161,12 +160,10 @@ Veja um fluxo de trabalho típico para criação de um crew com o Crew Studio:
-{" "}
Aprove o plano ou solicite alterações, se necessário.
-{" "}
Baixe o código para personalização ou faça o deploy diretamente na plataforma.
diff --git a/docs/pt-BR/learn/llm-selection-guide.mdx b/docs/pt-BR/learn/llm-selection-guide.mdx
index ce85c3351..01587c37e 100644
--- a/docs/pt-BR/learn/llm-selection-guide.mdx
+++ b/docs/pt-BR/learn/llm-selection-guide.mdx
@@ -797,7 +797,6 @@ As tabelas abaixo mostram uma amostra dos modelos de maior destaque em cada cate
Inicie com opções consagradas como **GPT-4.1**, **Claude 3.7 Sonnet** ou **Gemini 2.0 Flash**, que oferecem bom desempenho e ampla validação.
-{" "}
Descubra se sua crew possui requisitos específicos (código, raciocínio,
velocidade) que justifiquem modelos como **Claude 4 Sonnet** para
@@ -805,7 +804,6 @@ As tabelas abaixo mostram uma amostra dos modelos de maior destaque em cada cate
velocidade, considere Groq aliado à seleção do modelo.
-{" "}
Use modelos diferentes para agentes distintos conforme o papel. Modelos de
alta capacidade para managers e tarefas complexas, eficientes para rotinas.