OpenManus-RL es un proyecto de código abierto liderado conjuntamente por Ulab-UIUC y MetaGPT. Es una versión extendida de OpenManus, la versión de código abierto que replica Manus. Inspirado por el éxito de LLM de razonamiento ajustados mediante RL, como Deepseek-R1 y QwQ-32B, tiene como objetivo explorar un nuevo paradigma de ajuste de agentes LLM basado en RL, y publicará periódicamente avances de pruebas y modelos ajustados en benchmarks de agentes como GAIA y AgentBench.Para ayudarte a usar mejor OpenManus, hemos preparado un tutorial detallado que va desde la configuración del entorno hasta la integración con 『Interfaz AI』, guiándote paso a paso para dominar OpenManus.
Regístrate e inicia sesión en JieKou.AI. Al registrarte, introduce el código de invitación 【YGHNZ0】 para obtener una recompensa de registro de $2.Abre la página de gestión de 【API key】, haz clic en el botón de añadir, introduce un nombre de clave personalizado y genera la clave API.
!Atención: la clave se almacena cifrada en el servidor y no podrá volver a visualizarse después de su creación. Guárdala correctamente; si la pierdes, tendrás que eliminarla en la consola y crear una nueva.
Para la guía de instalación detallada, consulta: Guía de instalación. El siguiente tutorial de instalación se basa en un sistema Windows y toma como ejemplo el “método dos” de la guía de instalación.
Instala uv (un gestor de paquetes de Python rápido):
OpenManus necesita configurar la API de LLM que se va a usar. Sigue estos pasos:
Crea el archivo config.toml en el directorio config (puedes copiarlo desde el ejemplo):
cp config/config.example.toml config/config.toml
Edita config/config.toml, cambia 【model】, 【base_url】 y 【api_key】, y añade la clave API y la configuración personalizada:
# Global LLM configuration[llm]model = "gpt-4o"#To change the model, copy the model name from the official JieKou.AI website herebase_url = "https://api.highwayapi.ai/openai"api_key = "Paste your JieKou.AI API key here" # Change thismax_tokens = 4096temperature = 0.0# Optional configuration for a specific LLM model[llm.vision]model = "gpt-4o"#To change the model, copy the model name from the official JieKou.AI website herebase_url = "https://api.highwayapi.ai/openai"api_key ="Paste your JieKou.AI API key here" # Change this
Luego introduce tu idea después de enter your prompt.
Última modificación el 10 de junio de 2026
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Es una versión extendida de OpenManus, la versión de código abierto que replica Manus. Inspirado por el éxito de LLM de razonamiento ajustados mediante RL, como Deepseek-R1 y QwQ-32B, tiene como objetivo explorar un nuevo paradigma de ajuste de agentes LLM basado en RL, y publicará periódicamente avances de pruebas y modelos ajustados en benchmarks de agentes como GAIA y AgentBench.`}),`\n`,_jsx(_components.p,{children:`Para ayudarte a usar mejor OpenManus, hemos preparado un tutorial detallado que va desde la configuración del entorno hasta la integración con 『Interfaz AI』, guiándote paso a paso para dominar OpenManus.`}),`\n`,_jsx(Heading,{level:`2`,id:`1-configurar-los-requisitos-previos`,children:`1. Configurar los requisitos previos`}),`\n`,_jsx(Heading,{level:`3`,id:`（1）obtener-y-registrar-una-clave-api`,children:`（1）Obtener y registrar una clave API`}),`\n`,_jsx(_components.p,{children:`Regístrate e inicia sesión en JieKou.AI. Al registrarte, introduce el código de invitación 【YGHNZ0】 para obtener una recompensa de registro de $2.`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=ca878d25d643316d41367137b72b4a28`,alt:`Imagen de ejemplo 1`,\"data-og-width\":`1920`,width:`1920`,\"data-og-height\":`816`,height:`816`,\"data-path\":`images/common_jiekou_homepage.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=280\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=c096ae1da656b8c862609d5da4d865c0 280w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_jiekou_homepage.png?w=560\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=fd382fda38265545b01a265e79872846 560w, 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https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/openmanus_3.png?w=1650\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=658775d967a055a4261a1e7b5dc1e652 1650w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/openmanus_3.png?w=2500\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=278a3dcb71d48265da16a6e203aad191 2500w`}),`\n`,_jsx(Heading,{level:`3`,id:`（2）generar-y-guardar-la-clave-api`,children:`（2）Generar y guardar la clave API`}),`\n`,_jsx(_components.p,{children:`!Atención: la clave se almacena cifrada en el servidor y no podrá volver a visualizarse después de su creación. Guárdala correctamente; si la pierdes, tendrás que eliminarla en la consola y crear una nueva.`}),`\n`,_jsx(OptimizedImage,{src:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=30053211224f16298aefbe8602e71089`,alt:`Imagen de ejemplo 4`,\"data-og-width\":`1909`,width:`1909`,\"data-og-height\":`906`,height:`906`,\"data-path\":`images/common_apikey_save.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=280\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=e00d49076738f1f49932d65ad63dae89 280w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=560\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=75e94eb42a7908f2447d046ec787a169 560w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=840\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=98f0d28470f57642346820484f396dd6 840w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=1100\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=3b24e7f8dccec9f4332c94bec5e8ae65 1100w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=1650\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=f7d9d3807ae7acb4f29a37b3d93da07f 1650w, https://mintcdn.com/jiekou/plu1OZSHwjdzCc5v/images/common_apikey_save.png?w=2500\u0026fit=max\u0026auto=format\u0026n=plu1OZSHwjdzCc5v\u0026q=85\u0026s=95e16ca97be77d0f9021b2c9379fba2f 2500w`}),`\n`,_jsx(Heading,{level:`3`,id:`（3）obtener-el-id-del-modelo-que-necesitas-usar`,children:`（3）Obtener el ID del modelo que necesitas usar`}),`\n`,_jsx(_components.p,{children:`En la plaza de modelos de JieKou.AI, busca el modelo que deseas usar y copia el id del modelo y la URL base.`}),`\n`,_jsxs(_components.ul,{children:[`\n`,_jsx(_components.li,{children:`Gemini-3-pro-preview`}),`\n`,_jsx(_components.li,{children:`Gemini-2.5-pro`}),`\n`,_jsx(_components.li,{children:`Claude-sonnet-4-5`}),`\n`,_jsx(_components.li,{children:`Gpt-5.1`}),`\n`,_jsx(_components.li,{children:`Gpt-4o`}),`\n`]}),`\n`,_jsxs(_components.p,{children:[`Para otros ID de modelos, contexto máximo y precios, consulta: `,_jsx(_components.a,{href:`https://jiekou.ai/models-console/library?auth_res=success\u0026is_reg=false`,children:`Plaza de modelos`})]}),`\n`,_jsx(Heading,{level:`2`,id:`2-instalar-openmanus`,children:`2. Instalar OpenManus`}),`\n`,_jsxs(_components.p,{children:[`Para la guía de instalación detallada, consulta: `,_jsx(_components.a,{href:`https://github.com/FoundationAgents/OpenManus/blob/main/README_zh.md#%E5%AE%89%E8%A3%85%E6%8C%87%E5%8D%97`,children:`Guía de instalación`}),`. El siguiente tutorial de instalación se basa en un sistema Windows y toma como ejemplo el “método dos” de la guía de instalación.`]}),`\n`,_jsxs(_components.ol,{children:[`\n`,_jsx(_components.li,{children:`Instala uv (un gestor de paquetes de Python rápido):`}),`\n`]}),`\n`,_jsx(CodeBlock,{numberOfLines:`2`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`2`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`curl -LsSf https://astral.sh/uv/install.sh | sh`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsxs(_components.ol,{start:`2`,children:[`\n`,_jsx(_components.li,{children:`Clona el repositorio:`}),`\n`]}),`\n`,_jsx(CodeBlock,{numberOfLines:`3`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`3`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`git clone https://github.com/FoundationAgents/OpenManus.git`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`cd OpenManus`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsxs(_components.ol,{start:`3`,children:[`\n`,_jsx(_components.li,{children:`Crea y activa el entorno virtual:`}),`\n`]}),`\n`,_jsx(CodeBlock,{numberOfLines:`5`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`5`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`uv venv --python 3.12`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`source .venv/bin/activate # Unix/macOS systems`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`For Windows systems:`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`.venv\\\\Scripts\\\\activate`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsxs(_components.ol,{start:`4`,children:[`\n`,_jsx(_components.li,{children:`Instala las dependencias:`}),`\n`]}),`\n`,_jsx(CodeBlock,{numberOfLines:`2`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`2`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`uv pip install -r requirements.txt`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsx(Heading,{level:`2`,id:`3-configurar-openmanus`,children:`3. Configurar OpenManus`}),`\n`,_jsx(_components.p,{children:`OpenManus necesita configurar la API de LLM que se va a usar. Sigue estos pasos:`}),`\n`,_jsxs(_components.ol,{children:[`\n`,_jsxs(_components.li,{children:[`Crea el archivo `,_jsx(_components.code,{children:`config.toml`}),` en el directorio `,_jsx(_components.code,{children:`config`}),` (puedes copiarlo desde el ejemplo):`]}),`\n`]}),`\n`,_jsx(CodeBlock,{numberOfLines:`2`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`2`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`cp config/config.example.toml config/config.toml`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsxs(_components.ol,{start:`2`,children:[`\n`,_jsxs(_components.li,{children:[`Edita `,_jsx(_components.code,{children:`config/config.toml`}),`, cambia 【model】, 【base_url】 y 【api_key】, y añade la clave API y la configuración personalizada:`]}),`\n`]}),`\n`,_jsx(CodeBlock,{numberOfLines:`13`,language:`text`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`text`,children:_jsxs(_components.code,{language:`text`,numberOfLines:`13`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`# Global LLM configuration`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`[llm]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`model = \"gpt-4o\"#To change the model, copy the model name from the official JieKou.AI website here`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`base_url = \"https://api.highwayapi.ai/openai\"`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`api_key = \"Paste your JieKou.AI API key here\" # Change this`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`max_tokens = 4096`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`temperature = 0.0`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`# Optional configuration for a specific LLM model`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`[llm.vision]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`model = \"gpt-4o\"#To change the model, copy the model name from the official JieKou.AI website here`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`base_url = \"https://api.highwayapi.ai/openai\"`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{children:`api_key =\"Paste your JieKou.AI API key here\" # Change this`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{})})]})})}),`\n`,_jsx(Heading,{level:`2`,id:`4-inicio-rápido-de-openmanus`,children:`4. 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