Chat IA Multi-Agente

Chat (OpenRouter) → Delegador (OpenRouter) → Sub-agentes Enanitos (Mistral)

\n \n \n

\n \n\n\n",[136],"133b9bd5-e99f-4d74-abd6-ee0df6022592","agents.ts","a4789362-8367-11f1-b4c6-1607ee4eb77e",1,["D",1784461658933],"import {\n CHAT_SYSTEM_PROMPT,\n DELEGATOR_SYSTEM_PROMPT,\n SUBAGENT_SYSTEM_PROMPT,\n} from \"./prompts.ts\";\n\nconst OPENROUTER_URL = \"https://openrouter.ai/api/v1/chat/completions\";\nconst MISTRAL_URL = \"https://api.mistral.ai/v1/chat/completions\";\nconst OPENROUTER_MODEL = \"openai/gpt-4o-mini\";\nconst MISTRAL_MODEL = \"mistral-small-latest\";\n\n// Llama a la API de OpenRouter\nasync function callOpenRouter(\n systemPrompt: string,\n userMessage: string,\n): Promise {\n const apiKey = Deno.env.get(\"OPENROUTER_API_KEY\");\n if (!apiKey) throw new Error(\"Falta OPENROUTER_API_KEY\");\n\n const res = await fetch(OPENROUTER_URL, {\n method: \"POST\",\n headers: {\n \"Authorization\": `Bearer ${apiKey}`,\n \"Content-Type\": \"application/json\",\n },\n body: JSON.stringify({\n model: OPENROUTER_MODEL,\n messages: [\n { role: \"system\", content: systemPrompt },\n { role: \"user\", content: userMessage },\n ],\n }),\n });\n\n if (!res.ok) {\n const err = await res.text();\n throw new Error(`OpenRouter error ${res.status}: ${err}`);\n }\n\n const data = await res.json();\n return data.choices[0].message.content;\n}\n\n// Llama a la API de Mistral\nasync function callMistral(\n systemPrompt: string,\n userMessage: string,\n): Promise {\n const apiKey = Deno.env.get(\"MISTRAL_API_KEY\");\n if (!apiKey) throw new Error(\"Falta MISTRAL_API_KEY\");\n\n const res = await fetch(MISTRAL_URL, {\n method: \"POST\",\n headers: {\n \"Authorization\": `Bearer ${apiKey}`,\n \"Content-Type\": \"application/json\",\n },\n body: JSON.stringify({\n model: MISTRAL_MODEL,\n messages: [\n { role: \"system\", content: systemPrompt },\n { role: \"user\", content: userMessage },\n ],\n }),\n });\n\n if (!res.ok) {\n const err = await res.text();\n throw new Error(`Mistral error ${res.status}: ${err}`);\n }\n\n const data = await res.json();\n return data.choices[0].message.content;\n}\n\n// Extrae el prompt de delegación de la respuesta del chat\nfunction extractDelegationPrompt(chatResponse: string): string | null {\n const match = chatResponse.match(/AG-ENTE\\s*\\|<>\\|\\s*(.*)/s);\n return match ? match[1].trim() : null;\n}\n\n// Extrae las tareas de los enanitos de la respuesta del delegador\ninterface EnanitoTask {\n id: string;\n task: string;\n isPowerful: boolean;\n}\n\nfunction extractEnanitoTasks(delegatorResponse: string): EnanitoTask[] {\n const tasks: EnanitoTask[] = [];\n\n // EN-ANITO1 |><| tarea |><|, EN-ANITO2 |><| tarea |><|, etc.\n const normalRegex = /EN-ANITO(\\d+)\\s*\\|><\\|\\s*(.*?)\\s*\\|><\\|/gs;\n let match;\n while ((match = normalRegex.exec(delegatorResponse)) !== null) {\n tasks.push({\n id: match[1],\n task: match[2].trim(),\n isPowerful: false,\n });\n }\n\n // EN-ANITOPO //\\ [tarea] (enanito potente, siempre al final)\n const powerfulRegex = /EN-ANITOPO\\s*\\/\\/\\\\\\s*(.*?)(?:\\n|$)/s;\n const powerfulMatch = powerfulRegex.exec(delegatorResponse);\n if (powerfulMatch) {\n tasks.push({\n id: \"PO\",\n task: powerfulMatch[1].trim(),\n isPowerful: true,\n });\n }\n\n return tasks;\n}\n\n// Ejecuta un sub-agente (enanito) con Mistral\nasync function runSubAgent(task: EnanitoTask): Promise {\n const userMessage = `${SUBAGENT_SYSTEM_PROMPT}\\n\\n${task.task}`;\n const systemMessage = task.isPowerful\n ? \"Eres un enanito potente, especializado en tareas complejas como crear HTML, archivos elaborados, etc. Ejecuta la tarea con precisión.\"\n : \"Eres un enanito básico. Ejecuta las tareas asignadas siguiendo las reglas de comandos exactamente.\";\n\n return await callMistral(systemMessage, task.task);\n}\n\n// Orquesta todo el flujo: chat -> delegador -> sub-agentes\nexport async function orchestrate(userMessage: string): Promise<{\n chatResponse: string;\n delegatorResponse: string | null;\n subagentResponses: { id: string; response: string }[];\n finalOutput: string;\n}> {\n // 1. Chat normal (OpenRouter)\n const chatResponse = await callOpenRouter(CHAT_SYSTEM_PROMPT, userMessage);\n\n // 2. ¿Necesita delegación?\n const delegationPrompt = extractDelegationPrompt(chatResponse);\n\n if (!delegationPrompt) {\n // No hay delegación, devolver solo la respuesta del chat\n return {\n chatResponse,\n delegatorResponse: null,\n subagentResponses: [],\n finalOutput: chatResponse,\n };\n }\n\n // 3. Delegador (OpenRouter)\n const delegatorResponse = await callOpenRouter(\n DELEGATOR_SYSTEM_PROMPT,\n delegationPrompt,\n );\n\n // 4. Extraer tareas de enanitos\n const enanitoTasks = extractEnanitoTasks(delegatorResponse);\n\n // 5. Ejecutar sub-agentes en paralelo (Mistral)\n const subagentResults = await Promise.all(\n enanitoTasks.map(async (task) => ({\n id: task.id,\n response: await runSubAgent(task),\n })),\n );\n\n // 6. Componer la respuesta final\n let finalOutput = `Respuesta del chat\\n${chatResponse}\\n{~~}\\n`;\n\n finalOutput += `Respuesta del delegador\\n${delegatorResponse}\\n{~~}\\n`;\n\n finalOutput += \"Respuesta de los subagentes\\n\";\n for (const result of subagentResults) {\n finalOutput += `SUB${result.id}\\n${result.response}\\nSUB${result.id}\\n`;\n }\n\n return {\n chatResponse,\n delegatorResponse,\n subagentResponses: subagentResults,\n finalOutput,\n };\n}\n",[143],"pulls","branches","forks","envVars",{"_156":42,"_158":42},"connections",{"_156":42,"_157":42},"count","unfilledCount","emptyCount",{"_18":142,"_20":143,"_114":144,"_116":-5,"_117":68,"_118":145,"_120":38,"_22":173,"_65":42,"_122":123,"_124":147,"_126":26,"_127":-5,"_164":174,"_86":175},{"_18":135,"_20":136,"_114":137,"_116":-5,"_117":68,"_118":138,"_120":38,"_22":170,"_65":42,"_122":97,"_124":140,"_126":26,"_127":-5,"_164":171,"_86":172},{"_18":129,"_20":130,"_114":36,"_116":-5,"_117":68,"_118":66,"_120":38,"_22":167,"_65":42,"_122":132,"_124":133,"_126":26,"_127":-5,"_164":168,"_86":169},{"_18":112,"_20":113,"_114":115,"_116":-5,"_117":68,"_118":119,"_120":38,"_22":163,"_65":42,"_122":123,"_124":125,"_126":26,"_127":-5,"_164":165,"_86":166},["D",1784461658940],"children",[],[113],["D",1784461664890],[],[130],["D",1784461658944],[],[136],["D",1784461658933],[],[143],["D",1784461593494],{"_16":17,"_84":80},{"_16":17,"_77":78,"_79":80,"_33":34,"_81":82,"_83":26},{"_65":66,"_20":67,"_18":68,"_69":19,"_70":-5,"_71":-5,"_72":-5,"_73":-5,"_74":-5,"_75":21,"_76":17},"ctx",{"_58":-5,"_105":213,"_214":215,"_216":217,"_218":26,"_219":26,"_220":26,"_221":38,"_222":-5,"_223":-7,"_224":-7,"_225":42,"_226":26,"_227":26,"_228":-5,"_229":26,"_230":26,"_231":26,"_232":-5},"ENV",{"_184":185,"_186":187,"_188":67,"_189":190,"_191":192,"_193":194,"_195":196,"_197":198,"_199":200,"_201":202,"_203":204,"_205":206,"_207":208,"_209":210,"_211":212},"REACT_APP_SENTRY_DSN","https://586020d86f05489db63a554690acf1e9@o1398359.ingest.sentry.io/6724499","RENDER_GIT_COMMIT","e87eb04e707cf64e7e532c8e8ec395f209e17f15","RENDER_GIT_BRANCH","POSTHOG_API_TOKEN","phc_nmoyuAkStEZuUp69rYlg1DZgrIt19Gx0Y4Hwf8tGgJP","POSTHOG_API_HOST","https://wart.val.town","WEB_API_TEMPLATE","https://{val}.web.val.run","APP_URL","https://www.val.town","MODULE_URL","https://esm.town","VANITY_WEB_API_TEMPLATE","https://{label}.val.run/","DENOLS_URL","https://lsp.val.town","NODE_ENV","production","CLOUDFLARE_TURNSTILE_SITE_KEY","0x4AAAAAACtaIZJH7s9rBMZ6","GOOGLE_CLIENT_ID","875989696899-jtsqkhlbdv5jrlsk8631p7ipjg3c6o62.apps.googleusercontent.com","STRIPE_PUBLISHABLE_KEY","pk_live_51N2zvWEpZTTLipIkVEwXrUG9AT0yeOOEYxszarZT1jpsZV58Ly6wlg3SltZpHN26CUalOBmUSY7adQRQiSkCZz2500qSXNkf8Y","API_URL","https://api.val.town",[],"preferencesKeybindings","default","preferencesTheme","light","preferencesFixers","preferencesCopilot","preferencesSelectionAi","preferencesCloseBrackets","preferencesChatPanelState","preferencesDprint","preferencesDenofmt","notificationCount","flagDenols","isBusinessOrgMember","businessOrgHandle","isBusinessOrgAdmin","isHigherTownieTier","navCollapsed","currentOrgId"]

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