Chat IA Multi-Agente

Chat (OpenRouter) → Delegador (OpenRouter) → Sub-agentes Enanitos (Mistral) — enanitos dinámicos

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\n \n\n\n",[137],"99766341-b80d-4dd1-be31-5d767f4cdcbd","agents.ts","6ff53a4a-8368-11f1-801b-1607ee4eb77e",5,["D",1784462755533],"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}: ${err}`);\n }\n\n const data = await res.json();\n return data.choices[0].message.content;\n}\n\n// Extrae el prompt de delegación de la respuesta del chat\nfunction extractDelegationPrompt(chatResponse: string): string | null {\n const match = chatResponse.match(/AG-ENTE\\s*\\|<>\\|\\s*(.*)/s);\n return match ? match[1].trim() : null;\n}\n\n// Extrae las tareas de los enanitos de la respuesta del delegador\n// Soporta cualquier número de enanitos (sin límite)\ninterface EnanitoTask {\n id: string;\n task: string;\n isPowerful: boolean;\n}\n\nfunction extractEnanitoTasks(delegatorResponse: string): EnanitoTask[] {\n const tasks: EnanitoTask[] = [];\n\n // EN-ANITO1 |><| tarea |><|, EN-ANITO2 |><| tarea |><|, etc. (sin límite)\n const normalRegex = /EN-ANITO(\\d+)\\s*\\|><\\|\\s*(.*?)\\s*\\|><\\|/gs;\n let match;\n while ((match = normalRegex.exec(delegatorResponse)) !== null) {\n tasks.push({\n id: match[1],\n task: match[2].trim(),\n isPowerful: false,\n });\n }\n\n // EN-ANITOPO //\\ [tarea] (enanito potente, siempre al final)\n const powerfulRegex = /EN-ANITOPO\\s*\\/\\/\\\\\\s*(.*?)(?:\\n|$)/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 basePrompt = 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 const systemMessage = `${basePrompt}\\n\\n${SUBAGENT_SYSTEM_PROMPT}`;\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 (sin límite de cantidad)\n const enanitoTasks = extractEnanitoTasks(delegatorResponse);\n\n // 5. Ejecutar todos los sub-agentes en paralelo (Mistral)\n // No hay límite: se ejecutan todos los enanitos que el delegador haya creado\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",[144],"pulls","branches","forks","envVars",{"_157":42,"_159":42},"connections",{"_157":42,"_158":42},"count","unfilledCount","emptyCount",{"_18":143,"_20":144,"_114":145,"_116":-5,"_117":68,"_118":146,"_120":38,"_22":174,"_65":119,"_122":123,"_124":148,"_126":26,"_127":-5,"_165":175,"_86":176},{"_18":136,"_20":137,"_114":138,"_116":-5,"_117":68,"_118":139,"_120":38,"_22":171,"_65":42,"_122":97,"_124":141,"_126":26,"_127":-5,"_165":172,"_86":173},{"_18":129,"_20":130,"_114":36,"_116":-5,"_117":68,"_118":66,"_120":38,"_22":168,"_65":132,"_122":133,"_124":134,"_126":26,"_127":-5,"_165":169,"_86":170},{"_18":112,"_20":113,"_114":115,"_116":-5,"_117":68,"_118":119,"_120":38,"_22":164,"_65":42,"_122":123,"_124":125,"_126":26,"_127":-5,"_165":166,"_86":167},["D",1784462000238],"children",[],[113],["D",1784462755535],[],[130],["D",1784462000249],[],[137],["D",1784462755533],[],[144],["D",1784461951845],{"_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":214,"_215":216,"_217":218,"_219":26,"_220":26,"_221":26,"_222":38,"_223":-5,"_224":-7,"_225":-7,"_226":42,"_227":26,"_228":26,"_229":-5,"_230":26,"_231":26,"_232":26,"_233":-5},"ENV",{"_185":186,"_187":188,"_189":67,"_190":191,"_192":193,"_194":195,"_196":197,"_198":199,"_200":201,"_202":203,"_204":205,"_206":207,"_208":209,"_210":211,"_212":213},"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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