${title}

\n\n`;\n};\n\nconst writeTopic = (topic: any) => {\n if (topic.news.length > 0) {\n return `\n

${topic.topic}

\n ${topic.news.map(writeItem).join(\"\")}\n

\n `;\n }\n};\n\nconst writePage = (data: any, style: string, script: string) => {\n const title = \"digest Noticias Bolivia\";\n const favicon =\n \"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\";\n return `\n\n\n \n \n \n \n \n \n \n ${title}\n \n \n

${title}

\n ${data.map(writeTopic).join(\"\")}\n

\n \n \n\n `;\n};\n\nexport default async function(req: Request): Promise {\n const data = await organizeNews();\n const page = writePage(data, style, script);\n const response = new Response(page, {\n headers: { \"Content-Type\": \"text/html\" },\n });\n return response;\n}","deleted","label","children",[],[157],{"_102":175,"_95":176,"_158":177,"_159":-5,"_160":139,"_161":178,"_162":117,"_104":179,"_99":180,"_165":181,"_167":182,"_169":22,"_170":-5,"_171":183,"_98":184},"8bf91e40-4152-11f0-aa62-76b3cceeab13","update","eaa03b86-a748-4a3c-81af-de627d860398",39,["D",1749048323987],16,"interval","import { email } from \"https://esm.town/v/std/email\";\nimport { updateNews } from \"./updateNews\";\nimport { updateTopics } from \"./updateTopics\";\n\nconst sources = [\n \"https://www.vision360.bo/rss/seguridad/\",\n \"https://www.vision360.bo/rss/economia\",\n \"https://www.vision360.bo/rss/politica\",\n \"https://www.notiboliviarural.com/index.php/agroindustria?format=feed&type=rss\",\n \"https://www.opinion.com.bo/rss/pais/\",\n \"https://laprensa.bo/taxonomy/term/12/feed\",\n \"https://www.economy.com.bo/rss/economia/\",\n \"https://laprensa.bo/taxonomy/term/11/feed\",\n \"https://elmundo.com.bo/category/comunidad/feed/\",\n \"https://joseforonda-mariasilviatrigo.web.val.run\",\n \"https://joseforonda-noticiasfides_rss.web.val.run/\",\n \"https://anabolivia.org/feed\",\n \"https://todosnube.com/feed/\",\n \"https://joseforonda-eldeber_rss.web.val.run\",\n];\n\nconst topics = [\n {\n t: \"Escasez de diesel y gasolina\",\n d: \"Filas en surtidores, acopio y venta ilegal, protestas de transportistas, mineros y agroindustriales, problemas en la importación y distribución de carburantes, dudas sobre la calidad de carburantes, inversiones del gobierno en hidrocarburos\",\n },\n {\n t: \"Energía\",\n d: \"Energía, inversiones el el sector energético, energías renovables, transición energética\",\n },\n {\n t: \"Actividad judicial\",\n d: \"Magistrados, crisis sitema judicial, acusaciones, retardación de justicia, prorrogados, jueces, fiscales y abogados, sentencias\",\n },\n {\n t: \"Alimentos\",\n d: \"Precio del pan, carne de pollo y res, huevos y más alimentos comunes\",\n },\n {\n t: \"Corrupción\",\n d: \"Acusaciones y sentencias sobre enriquecimiento ilícito, tráfico de favores y más hechos de corrupción de autoridades de gobierno\",\n },\n {\n t: \"Evo Morales\",\n d: \"La vigencia política de Evo Morales, obstáculos judiciales a su candidatura y estrategias para superarlos, su apoyo en organizaciones sindicales y su control del Chapare\",\n },\n {\n t: \"Elecciones Nacionales\",\n d: \"Elecciones presidenciales, campañas, candidatos, alianzas, planes de gobierno para las elecciones de agosto, acuerdos políticos y partidistas\",\n },\n {\n t: \"Transporte terrestre\",\n d: \"Protestas de sindicatos de transporte urbano e inter-departamental, costo de pasajes, precariedad del servicio de transporte, accidentes de transporte\",\n },\n {\n t: \"Protestas\",\n d: \"Bloqueos, marchas, paros de transporte, huelgas de hambre\",\n },\n {\n t: \"Crimen organizado\",\n d: \"Asesinatos, desapariciones y más hechos de violencia relacionados al narcotráfico, minería ilegal y lavado de dinero, estafas, atracos, grandes robos, arreglo de cuentas, presencia de organizaciones internacionales de crimen\",\n },\n {\n t: \"Diplomacia y financiamiento internacional\",\n d: \"Acuerdos y fondos con la Cooperación Internacional, la Unión Europea, Rusia, China y otros gobiernos, guerras\",\n },\n {\n t: \"Conflictos Internacionales\",\n d: \"Crisis humanitaria, Palestina, Gaza, Guerra, Conflictos armados, invasión\",\n },\n {\n t: \"Transporte aéreo\",\n d: \"Retrasos y cancelación de vuelos, precariedad de aeronaves y el servicio en aeropuertos, accidentes aéreos\",\n },\n {\n t: \"Agricultura y frontera agrícola\",\n d: \"Agricultura, Agronomía, sembradíos, cultivos, Expansión de la frontera agrícola, deforestación, monocoultivos y su impacto ambiental, distribución de tierras\",\n },\n {\n t: \"Minería cooperativista\",\n d: \"Cooperativas mineras, explotación y venta de oro, contaminación de ríos con mercurio, concesiones del gobierno, AJAM, AFCOOP, SENARECOM, FENCOMIN, FECOMAN, FERRECO, etc.\",\n },\n {\n t: \"Tensiones entre gobierno y empresarios\",\n d: \"Amenazas y medidas sobre la propiedad de empresarios y su capacidad para realizar negocios, medidas para controlar precios como limitar exportaciones o confiscar bienes por denuncias de especulación, y las reacciones de empresarios, demandas para reducir el gasto público y liberalizar más la economía, fondos y más medidas del gobierno para incentivar la actividad económica privada\",\n },\n {\n t: \"Violencia\",\n d: \"Violencia familiar, feminicidios, asesinatos y desapariciones no políticas, tráfico de personas, exceso de consumo de bebidas alcohólicas, agresiones en conflictos por tierras y deudas\",\n },\n {\n t: \"Indicadores económicos\",\n d: \"Indicadores oficiales de crecimiento económico, reservas internacionales, desempleo, informalidad, productividad, etc. publicados por el INE, BCB y otras entidades de gobierno\",\n },\n {\n t: \"Daño ambienal\",\n d: \"Contaminación de ríos, incendio de bosques, desvío de fuentes de agua, depósitos de basura, consecuencias de la especulación de tierras, construcción de caminos y de plantas industriales, particularmente en la región amazónica, deforestación\",\n },\n {\n t: \"Eventos naturales\",\n d: \"Lluvias, sequía, vientos fuertes, terremotos y su impacto sobre poblaciones\",\n },\n];\n\nexport default async function(interval: Interval) {\n try {\n const news = await updateNews(sources);\n console.log(\"******\");\n console.log(news);\n if (news) {\n await updateTopics(news, topics);\n }\n } catch (error) {\n console.log(error);\n await email({\n subject: \"News thing: an error occurred\",\n text: String(error),\n });\n }\n}",[],[176],{"_102":186,"_95":187,"_158":188,"_159":-5,"_160":139,"_161":189,"_162":117,"_104":190,"_99":191,"_165":192,"_167":193,"_169":22,"_170":-5,"_171":194,"_98":195},"8d9450de-421b-11f0-bb43-76b3cceeab13","updateNews","a2143ceb-af60-4d3b-84c9-28979ac00d57",41,["D",1749134655523],8,"script","import { fetch } from \"https://esm.town/v/std/fetch\";\nimport { parseXML } from \"https://esm.town/v/stevekrouse/parseXML\";\nlet { parse } = await import(\"npm:node-html-parser\");\nimport { blob } from \"https://esm.town/v/std/blob\";\n\nexport async function updateNews(sources: string[], newsBlob: string = \"news\", descMaxLength: number = 400) {\n console.log(\"UPDATE NEWS.\");\n // Update news stored in a blob\n\n let newItems: any;\n let oldItems = await blob.getJSON(newsBlob) as any;\n oldItems ??= {};\n console.log(\"Old Items\", oldItems);\n\n // Fetch each source, filter unseen news items\n for (const source of sources) {\n const sourceItems = await fetchSource(source, oldItems, descMaxLength);\n newItems = { ...newItems, ...sourceItems };\n }\n console.log(`${Object.keys(newItems).length} news items`);\n\n // Save all news items, return new ones\n if (Object.keys(newItems).length > 0) {\n const items = { ...oldItems, ...newItems };\n blob.setJSON(newsBlob, items);\n return newItems;\n }\n}\n\nasync function fetchSource(url: string, oldItems: any, descMaxLength: number) {\n // Fetch a source, filter unseen news items\n console.log(`fetch: ${url}`);\n\n function parseDescription(description: string, maxlength: number) {\n // Format a news item description\n\n const desc = parse(description);\n const summary = desc.querySelectorAll(\".field--type-text-with-summary\");\n let text;\n if (summary.length > 0) {\n text = summary[0].textContent;\n } else {\n text = desc.textContent;\n }\n text = text.replace(/\\s+/g, \" \").trim().replace(/([\\d\\/]*.- )/g, \"\");\n text = text.includes(\"[…]\") ? text.split(\"[…]\")[0].trim() + \"…\" : text;\n if (text.length > maxlength) {\n return text.slice(0, maxlength) + \"…\";\n } else {\n return text;\n }\n }\n\n try {\n const hostname = new URL(url).hostname || \"\";\n const oldLinks = new Set(Object.keys(oldItems));\n const response = await fetch(url, { signal: AbortSignal.timeout(5000) });\n const responseJSON = await parseXML(await response.text());\n const items = responseJSON.rss.channel.item.filter(\n i => {\n return !oldLinks.has(i.link);\n },\n ).map(i => {\n return [i.link, {\n title: i.title,\n pubDate: i.pubDate,\n description: parseDescription(i.description, descMaxLength),\n hostname: hostname,\n }];\n });\n return Object.fromEntries(items);\n } catch (e) {\n if (e.name === \"TimeoutError\") {\n console.log(`Timeout: ${url}`);\n } else {\n console.log(e);\n }\n return [];\n }\n}",[],[187],{"_102":197,"_95":198,"_158":199,"_159":-5,"_160":139,"_161":200,"_162":117,"_104":201,"_99":202,"_165":192,"_167":203,"_169":22,"_170":-5,"_171":204,"_98":205},"e76ddabc-421b-11f0-914b-76b3cceeab13","updateTopics","2be67fa2-775d-4473-8553-a3b1f541b9ac",43,["D",1749134806263],5,"import { GoogleGenerativeAI, SchemaType } from \"https://esm.sh/@google/generative-ai\";\nimport { blob } from \"https://esm.town/v/std/blob\";\n\nasync function generate(model: string, system: string, schema: any, data: any) {\n console.log(\"generate\");\n console.log(model, system, schema, data);\n // Structured generation template\n\n const key = Deno.env.get(\"gemini\");\n const gemini = new GoogleGenerativeAI(key);\n const modelObject = gemini.getGenerativeModel({\n model: model,\n systemInstruction: system,\n generationConfig: {\n responseMimeType: \"application/json\",\n responseSchema: schema,\n },\n });\n\n const response = await modelObject.generateContent(JSON.stringify(data));\n const text = response.response.text();\n return JSON.parse(text);\n}\n\nconst classify = async (news: any[], topics: any[], model: string) => {\n // Prompt the model to classify news into topics\n\n // An object of indexed news items and topics to help the model\n const data = {\n noticias: Object.fromEntries(\n Object.values(news).map(n => ({ title: n.title, description: n.description, hostname: n.hostname })).entries(),\n ),\n temas: Object.fromEntries(topics.entries()),\n };\n\n // prompt\n const system = `\n# Instrucciones de Clasificación de Noticias\n\n## Contexto\nTienes un conjunto de noticias y una lista de temas predefinidos. Tu tarea es clasificar cada noticia dentro de los temas más relevantes.\n\n## Entrada\nRecibirás dos objetos indexados:\n- noticias: Cada noticia contiene un título y una descripción\n- temas: Cada tema tiene un título principal (t) y una descripción detallada (d)\n\n## Reglas de Clasificación\n1. Asigna un máximo de 3 temas por noticia\n2. Si una noticia no encaja bien en ningún tema, déjala con un array vacío de temas\n3. Considera solo los elementos más destacados de cada noticia\n4. Enfócate en el contenido sustancial, no en menciones tangenciales\n\n## Formato de Salida\nDebes devolver un array de objetos donde cada objeto tiene:\n- n: El índice numérico de la noticia\n- t: Un array de índices numéricos de temas (máximo 3, puede estar vacío)\n\nEjemplo:\n\n[\n {\"n\": 0, \"t\": [4, 9]}, // La noticia en posición 0 se clasifica en los temas 4 y 9\n {\"n\": 1, \"t\": [2]}, // La noticia en posición 1 se clasifica solo en el tema 2\n {\"n\": 3, \"t\": []} // La noticia en posición 3 no encaja en ningún tema\n]\n\n## Criterios de Clasificación\n- **Relevancia temática**: El contenido de la noticia debe relacionarse directamente con la descripción del tema\n- **Especificidad**: Prioriza los temas más específicos sobre los generales cuando ambos apliquen\n- **Evidencia textual**: Debe haber elementos claros en el título o descripción que justifiquen la clasificación\n\nAnaliza cuidadosamente cada noticia y asigna solo los temas que realmente correspondan a su contenido principal.\nRecuerda que sólo existen ${topics.length} temas y ${Object.keys(news).length} noticias. \nTen cuidado en sólo asignar temas y noticias que existan.\n `;\n\n const schema = {\n type: SchemaType.ARRAY,\n items: {\n type: SchemaType.OBJECT,\n properties: {\n n: {\n type: SchemaType.INTEGER,\n },\n t: {\n type: SchemaType.ARRAY,\n items: { type: SchemaType.INTEGER },\n maxItems: 3,\n minItems: 0,\n },\n },\n required: [\"n\", \"t\"],\n },\n };\n\n const response = await generate(model, system, schema, data);\n return response;\n};\n\nconst logTopics = (news: any, data: Record, outofbounds: number) => {\n console.log(`${outofbounds} classifications out of bounds.`);\n const classifications = Object.fromEntries(\n Object.entries(data).map(([topic, links]) => [\n topic,\n links.map(link => {\n const pubDate = new Date(news[link].pubDate).toLocaleString(\"sv-SE\", {\n timeZone: \"America/La_Paz\",\n dateStyle: \"short\",\n timeStyle: \"medium\",\n });\n const title = news[link].title;\n return `(${pubDate}) ${title}`;\n }),\n ]),\n );\n console.log(classifications);\n};\n\nexport const updateTopics = async (\n news: any,\n topics: any[],\n topicsBlob: string = \"topics\",\n model: string = \"gemini-2.0-flash\",\n) => {\n // Classify news items into topics\n const classifications = await classify(news, topics, model);\n\n // Topics with arrays of news\n let data: any = Object.fromEntries(topics.map(topic => [topic.t, []]));\n\n // Insert news into topics\n const links = Object.keys(news);\n let outofbounds = 0;\n classifications.forEach((classification: { n: number; t: number[] }) => {\n if (classification.t) {\n classification.t.forEach((topic: number) => {\n if (topics.length > topic && links.length > classification.n) {\n data[topics[topic].t].push(links[classification.n]);\n } else {\n console.log(`Out-of-bounds: Topic ${topic}, News item: ${classification.n}`);\n outofbounds += 1;\n }\n });\n }\n });\n\n // Sort news in each topic by pubDate\n const pubDates: Record = Object.fromEntries(\n Object.entries(news).map(([link, item]) => [link, { pubDate: new Date(item.pubDate) }]),\n );\n Object.keys(data).forEach(topic => {\n data[topic].sort((a: string, b: string) => pubDates[b].pubDate.getTime() - pubDates[a].pubDate.getTime());\n });\n\n // Output classifications\n logTopics(news, data, outofbounds);\n\n // Update the topics blob\n let savedTopics = await blob.getJSON(topicsBlob) as any;\n savedTopics ??= {};\n Object.keys(data).forEach(topic => {\n if (Object.hasOwn(savedTopics, topic)) {\n savedTopics[topic] = [...data[topic], ...savedTopics[topic]];\n } else {\n savedTopics[topic] = data[topic];\n }\n });\n await blob.setJSON(topicsBlob, savedTopics);\n};",[],[198],"files",[155,174,185,196],"counts",{"_210":32,"_211":212,"_213":32,"_214":215},"pulls","branches",2,"forks","envVars",{"_216":217,"_218":32},"count",1,"emptyCount","contents",[221,224,227,230],{"_102":156,"_95":157,"_158":115,"_159":-5,"_160":139,"_161":119,"_162":117,"_104":222,"_99":164,"_165":166,"_167":168,"_169":22,"_170":-5,"_98":223},["D",1749516995939],[157],{"_102":175,"_95":176,"_158":177,"_159":-5,"_160":139,"_161":178,"_162":117,"_104":225,"_99":180,"_165":181,"_167":182,"_169":22,"_170":-5,"_98":226},["D",1749048323987],[176],{"_102":186,"_95":187,"_158":188,"_159":-5,"_160":139,"_161":189,"_162":117,"_104":228,"_99":191,"_165":192,"_167":193,"_169":22,"_170":-5,"_98":229},["D",1749134655523],[187],{"_102":197,"_95":198,"_158":199,"_159":-5,"_160":139,"_161":200,"_162":117,"_104":231,"_99":202,"_165":192,"_167":203,"_169":22,"_170":-5,"_98":232},["D",1749134806263],[198],"file","upstreamProject",{"_102":147,"_95":236,"_110":237,"_112":-5,"_108":109,"_23":238},"digest","trying to read news from Bolivia without losing my mind",{"_93":239,"_132":240},"joseforonda","https://img.clerk.com/eyJ0eXBlIjoicHJveHkiLCJzcmMiOiJodHRwczovL2ltYWdlcy5jbGVyay5kZXYvb2F1dGhfZ2l0aHViL2ltZ18yaTZTYkQ4MGo5ZERQb3cwM1NJbnAxMHRhSTcifQ","upstreamBranch",{"_102":142,"_104":243,"_244":245,"_95":43,"_140":147,"_99":246,"_141":-5,"_143":-5,"_247":248,"_106":-5,"_152":22,"_108":109,"_151":239,"_16":149,"_150":236},["D",1740680756525],"updatedAt",["D",1756216460556],238,"lockfileKey","1756216809083-esm.town_v_joseforonda_digest@238-main","emptyEnvVars","isNew","flags",[],"routes/_app.x.$handle.$name.environment-variables",{"_93":94,"_95":96,"_100":255,"_214":260},{"_102":103,"_95":96,"_104":256,"_106":-5,"_107":22,"_108":109,"_110":111,"_112":-5,"_14":113,"_114":115,"_116":117,"_118":119,"_120":32,"_16":121,"_122":123,"_124":123,"_125":126,"_127":126,"_128":126,"_129":123,"_130":123,"_23":257,"_134":258,"_137":259,"_152":22},["D",1741398033937],{"_93":94,"_132":133},{"_93":94,"_136":133},{"_99":119,"_95":43,"_102":139,"_140":103,"_141":142,"_143":144,"_145":109,"_146":147,"_148":149,"_150":96,"_151":94},[261],{"_262":263,"_104":264,"_244":265,"_110":266,"_267":22},"key","gemini",["D",1741398033937],["D",1745282877101],"Gemini API Key","isEmpty","actionData","errors"]

strysg

digest_Bolivia_RG

Environment variables