{"behavior":"degenerate_repetition","label_filter":null,"limit":10,"next_offset":2672,"offset":2662,"previous_offset":null,"rows":[{"assistant_initiates":false,"asst_text":"**Verse 1:**  \nIn a dusty old book with pages to unfold,  \nJensen's got a secret world of stories untold,  \nDreaming of the days in Jurassic times,  \nWhere T-Rex and Triceratops roam in their prime.  \nHe\u2019s got his sketchbook ready, with a pencil in hand,  \nDrawing dino landscapes on a magic land.\n\n**Pre-Chorus:**  \nBouncing high on the trampoline,  \nHe\u2019s time-traveling in-between,  \nPaleontology calls his name,  \nJensen's on his dino game!\n\n**Chorus:**  \nHe\u2019s a Dino Detective, solving mysteries,  \nIn a world long lost, full of histories.  \nWith a guitar in hand, he's rocking the bones,  \nJensen\u2019s digging up secrets, uncovering stones.  \nHe\u2019s a Dino Detective, with a roar and a cheer,  \nFinding fossils in his dreams as they crystalize clear!\n\n**Verse 2:**  \nFact-checking the world, setting things right,  \nJensen's got no patience for inaccuracies in sight,  \nVelociraptors in his drawings, dragons take flight,  \nPaleontologist by day, rockstar by night.  \nWith each fossil he finds, he\u2019s making his mark,   \nGuitar riffs echoing, leaving trails in the dark.\n\n**Pre-Chorus:**  \nRoaming through the Cretaceous scene,  \nHis pencil sharp, his mind is keen,  \nFrom the backyard to the cosmos wide,  \nJensen's on a dino ride!\n\n**Chorus:**  \nHe\u2019s a Dino Detective, solving mysteries,  \nIn a world long lost, full of histories.  \nWith a guitar in hand, he's rocking the bones,  \nJensen\u2019s digging up secrets, uncovering stones.  \nHe\u2019s a Dino Detective, with a roar and a cheer,  \nFinding fossils in his dreams as they crystalize clear!\n\n**Bridge:**  \nJump and stomp, with a dinosaur beat,  \nThrough the eras, Jensen makes history repeat,  \nAncient lands spring to life through his hands,  \nIn sketches and melodies, his dreams expand.\n\n**Chorus:**  \nHe\u2019s a Dino Detective, solving mysteries,  \nIn a world long lost, full of histories.  \nWith a guitar in hand, he's rocking the bones,  \nJensen\u2019s digging up secrets, uncovering stones.  \nHe\u2019s a Dino Detective, with a roar and a cheer,  \nFinding fossils in his dreams as they crystalize clear!\n\n**Outro:**  \nSo if you see a comet fall or a Stegosaurus call,  \nJensen\u2019s there with a smile, answering it all,  \nHe\u2019s strumming through the ages and painting the scene,  \nThis Dino Detective boy, chasing his dream!","behavior":"degenerate_repetition","conversation_hash":"da66edfbf192b387edbf01a944773b04","conversation_redacted":false,"conversation_toxic":false,"country":"New Zealand","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"English","model":"gpt-4o-2024-08-06","n_chars":2853,"n_turns_in_conversation":1,"n_words":459,"source_row_offset":2662,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 04:27:37 GMT","turn_id":"9f07062258e117e58f5f3800","turn_index":0,"user_text":"Write a catchy pop rock song with clever lyrics that a 10-13 year old boy would appreciate. The topic is dinosaurs and paleontology. An 11 year old boy named Jensen loves reading books and learning facts, especially about dinosaurs. He wants to be a paleontologist when he grows up. Even when he is bouncing on the trampoline in the back yard he thinks about dinosaurs. He loves to draw and is a great artist. He draws amazing dinosaurs. He knows a lot of facts about dinosaurs and hates when he sees facts about dinosaurs that are wrong. He's also good at drawing dragons. he plays guitar. "},{"assistant_initiates":false,"asst_text":"\u0427\u0442\u043e\u0431\u044b \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 \u0441\u0442\u0430\u0440\u044b\u043c\u0438 \u0438 \u043d\u043e\u0432\u044b\u043c\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u043c\u0438 \u0444\u0430\u0439\u043b\u0430\u043c\u0438 \u043c\u043e\u0434\u043e\u0432, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0432\u043d\u0435\u0441\u0442\u0438 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439 \u0432 \u0432\u0430\u0448 \u0442\u0435\u043a\u0443\u0449\u0438\u0439 \u043a\u043e\u0434. \u041e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0448\u0430\u0433\u0438 \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0442:\n\n1. **\u0425\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u0432\u0435\u0440\u0441\u0438\u0439 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432.**\n2. **\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441\u0442\u0430\u0440\u044b\u0445 \u0438 \u043d\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u0434\u043b\u044f \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439.**\n3. **\u0424\u043e\u0440\u043c\u0430\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u0432 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f\u0445 Discord.**\n4. **\u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u0431\u043e\u0442\u0430 \u0441 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u043e\u0439 \u0434\u0432\u0443\u0445 \u0432\u0435\u0440\u0441\u0438\u0439 \u043c\u043e\u0434\u043e\u0432.**\n\n\u041d\u0438\u0436\u0435 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u043e\u043f\u0438\u0441\u0430\u043d\u044b \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u044f:\n\n---\n\n## 1. \u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 `ModLanguageData` \u0434\u043b\u044f \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u043f\u0430\u0440\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445\n\n\u0418\u0437\u043c\u0435\u043d\u0438\u0442\u0435 \u043a\u043b\u0430\u0441\u0441 `ModLanguageData`, \u0447\u0442\u043e\u0431\u044b \u0445\u0440\u0430\u043d\u0438\u0442\u044c \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0441\u044b\u0440\u044b\u0435 \u0431\u0430\u0439\u0442\u044b, \u043d\u043e \u0438 \u043f\u0430\u0440\u0441\u0435\u043d\u043d\u044b\u0435 \u043a\u0430\u0440\u0442\u044b \u043a\u043b\u044e\u0447-\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0431\u043e\u043b\u0435\u0435 \u0443\u0434\u043e\u0431\u043d\u043e\u0433\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f.\n\n```kotlin\n@Serializable\ndata class ModLanguageData(\n    val ruRu: ByteArray?,\n    val enUs: ByteArray?,\n    val ruRuMap: Map<String, String>? = null,\n    val enUsMap: Map<String, String>? = null,\n    val modVersion: String? = null,\n    val releaseDate: String? = null\n)\n```\n\n---\n\n## 2. \u041f\u0430\u0440\u0441\u0438\u043d\u0433 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432\n\n\u0414\u043e\u0431\u0430\u0432\u044c\u0442\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u044e \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u0438\u0437 `ByteArray` \u0432 `Map<String, String>`. \u041f\u0440\u0435\u0434\u043f\u043e\u043b\u0430\u0433\u0430\u0435\u0442\u0441\u044f, \u0447\u0442\u043e \u0444\u0430\u0439\u043b\u044b \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 JSON.\n\n```kotlin\nprivate fun parseLanguageFile(bytes: ByteArray): Map<String, String> {\n    val jsonString = bytes.toString(Charsets.UTF_8)\n    return try {\n        Json.decodeFromString(jsonString)\n    } catch (e: Exception) {\n        println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u043e\u0433\u043e \u0444\u0430\u0439\u043b\u0430: ${e.message}\")\n        emptyMap()\n    }\n}\n```\n\n---\n\n## 3. \u0424\u0443\u043d\u043a\u0446\u0438\u044f \u0434\u043b\u044f \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 \u043a\u0430\u0440\u0442\u0430\u043c\u0438\n\n\u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0439\u0442\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u044e, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 \u0441\u0442\u0430\u0440\u0443\u044e \u0438 \u043d\u043e\u0432\u0443\u044e \u043a\u0430\u0440\u0442\u044b \u0438 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u0441\u0442\u0440\u043e\u043a\u043e\u0432\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439.\n\n```kotlin\nprivate fun computeDiff(oldMap: Map<String, String>, newMap: Map<String, String>): String {\n    val added = newMap.keys - oldMap.keys\n    val removed = oldMap.keys - newMap.keys\n    val changed = newMap.keys.intersect(oldMap.keys).filter { oldMap[it] != newMap[it] }\n\n    val sb = StringBuilder()\n    if (added.isNotEmpty()) {\n        sb.append(\"**\u0414\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0435 \u043a\u043b\u044e\u0447\u0438:**\\n\")\n        added.forEach { key ->\n            sb.append(\"- `$key`: `${newMap[key]}`\\n\")\n        }\n    }\n    if (removed.isNotEmpty()) {\n        sb.append(\"**\u0423\u0434\u0430\u043b\u0451\u043d\u043d\u044b\u0435 \u043a\u043b\u044e\u0447\u0438:**\\n\")\n        removed.forEach { key ->\n            sb.append(\"- `$key`: `${oldMap[key]}`\\n\")\n        }\n    }\n    if (changed.isNotEmpty()) {\n        sb.append(\"**\u0418\u0437\u043c\u0435\u043d\u0451\u043d\u043d\u044b\u0435 \u043a\u043b\u044e\u0447\u0438:**\\n\")\n        changed.forEach { key ->\n            sb.append(\"- `$key`: `${oldMap[key]}` \u2192 `${newMap[key]}`\\n\")\n        }\n    }\n\n    if (sb.isEmpty()) {\n        sb.append(\"\u041d\u0435\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439.\")\n    }\n    return sb.toString()\n}\n```\n\n---\n\n## 4. \u0418\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 `getLanguageFiles` \u0434\u043b\u044f \u0432\u043e\u0437\u0432\u0440\u0430\u0442\u0430 \u043f\u0430\u0440\u0441\u0435\u043d\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445\n\n\u041f\u043e\u0441\u043b\u0435 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u0438\u0437\u0432\u043b\u0435\u043a\u0438\u0442\u0435 \u043f\u0430\u0440\u0441\u0435\u043d\u043d\u044b\u0435 \u043a\u0430\u0440\u0442\u044b \u0438 \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u0435 \u0438\u0445 \u0432 `ModLanguageData`.\n\n```kotlin\nprivate suspend fun extractLanguageFiles(jarBytes: ByteArray): ModLanguageData {\n    val jarInputStream = ZipInputStream(jarBytes.inputStream())\n    var ruRuBytes: ByteArray? = null\n    var enUsBytes: ByteArray? = null\n    var modVersion: String? = null\n    var releaseDate: String? = null\n\n    var entry = jarInputStream.nextEntry\n    while (entry != null) {\n        val name = entry.name.lowercase()\n        when {\n            name.matches(Regex(\"\"\".*/lang/ru_ru\\.(json|lang|properties)$\"\"\")) -> {\n                val baos = ByteArrayOutputStream()\n                jarInputStream.copyTo(baos)\n                ruRuBytes = baos.toByteArray()\n            }\n\n            name.matches(Regex(\"\"\".*/lang/en_us\\.(json|lang|properties)$\"\"\")) -> {\n                val baos = ByteArrayOutputStream()\n                jarInputStream.copyTo(baos)\n                enUsBytes = baos.toByteArray()\n            }\n\n            name.matches(Regex(\"\"\".*/mods\\.toml$\"\"\")) -> {\n                val baos = ByteArrayOutputStream()\n                jarInputStream.copyTo(baos)\n                val modsTomlContent = baos.toString(\"UTF-8\")\n                modVersion = parseModVersionFromModsToml(modsTomlContent)\n            }\n        }\n        jarInputStream.closeEntry()\n        if (ruRuBytes != null && enUsBytes != null && modVersion != null) {\n            break\n        }\n        entry = jarInputStream.nextEntry\n    }\n    jarInputStream.close()\n\n    val ruRuMap = ruRuBytes?.let { parseLanguageFile(it) }\n    val enUsMap = enUsBytes?.let { parseLanguageFile(it) }\n\n    return ModLanguageData(ruRuBytes, enUsBytes, ruRuMap, enUsMap, modVersion, releaseDate)\n}\n```\n\n---\n\n## 5. \u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u043b\u043e\u0433\u0438\u043a\u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u0438 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f \u043e\u0431 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u044f\u0445\n\n\u0418\u0437\u043c\u0435\u043d\u0438\u0442\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 `onReady` \u0438 `checkModsUpdates`, \u0447\u0442\u043e\u0431\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f \u0438 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439.\n\n### \u0418\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u0432 `onReady`:\n\n```kotlin\noverride fun onReady(event: ReadyEvent) {\n    println(\"\u0411\u043e\u0442 \u0437\u0430\u043f\u0443\u0449\u0435\u043d!\")\n\n    // \u041f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u043a\u0430\u043d\u0430\u043b\u044b \u0438 \u0434\u0440\u0443\u0433\u043e\u0439 \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u043a\u043e\u0434...\n\n    globalScope.launch {\n        for (mod in config.mods) {\n            try {\n                val newLanguageData = getLanguageFiles(mod, client, config.curseForgeApiKey)\n                if (newLanguageData != null) {\n                    var shouldNotify = false\n                    var previousData: ModLanguageData? = null\n                    var ruChanged = false\n                    var enChanged = false\n                    var ruDiff: String? = null\n                    var enDiff: String? = null\n\n                    mutex.withLock {\n                        previousData = langFiles[mod.name]\n                        if (previousData == null) {\n                            // \u041f\u0435\u0440\u0432\u0430\u044f \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f: \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u0442\u0435\u043a\u0443\u0449\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u0432\u0435\u0440\u0441\u0438\u0438\n                            val previousLanguageData = getPreviousLanguageData(mod, client, config.curseForgeApiKey)\n                            if (previousLanguageData != null) {\n                                langFiles[mod.name] = previousLanguageData\n                                langFiles[mod.name] = newLanguageData\n                                shouldNotify = true\n                                ruChanged = newLanguageData.ruRuMap != null\n                                enChanged = newLanguageData.enUsMap != null\n\n                                // \u0412\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439\n                                if (previousLanguageData.ruRuMap != null && newLanguageData.ruRuMap != null) {\n                                    ruDiff = computeDiff(previousLanguageData.ruRuMap, newLanguageData.ruRuMap)\n                                }\n                                if (previousLanguageData.enUsMap != null && newLanguageData.enUsMap != null) {\n                                    enDiff = computeDiff(previousLanguageData.enUsMap, newLanguageData.enUsMap)\n                                }\n                            }\n                        } else {\n                            // \u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445\n                            ruChanged = newLanguageData.ruRuMap != previousData.ruRuMap\n                            enChanged = newLanguageData.enUsMap != previousData.enUsMap\n                            if (ruChanged || enChanged) {\n                                // \u0412\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439\n                                if (ruChanged && previousData.ruRuMap != null && newLanguageData.ruRuMap != null) {\n                                    ruDiff = computeDiff(previousData.ruRuMap, newLanguageData.ruRuMap)\n                                }\n                                if (enChanged && previousData.enUsMap != null && newLanguageData.enUsMap != null) {\n                                    enDiff = computeDiff(previousData.enUsMap, newLanguageData.enUsMap)\n                                }\n\n                                langFiles[mod.name] = newLanguageData\n                                shouldNotify = true\n                            }\n                        }\n                    }\n\n                    if (shouldNotify && ruDiff != null || enDiff != null) {\n                        val cacheKey = \"mod_${mod.name}_${newLanguageData.modVersion}\"\n                        val dataForCache =\n                            (newLanguageData.ruRu ?: ByteArray(0)) + (newLanguageData.enUs ?: ByteArray(0))\n                        if (!messageCache.isAlreadySent(cacheKey, dataForCache)) {\n                            withContext(Dispatchers.IO) {\n                                sendLanguageUpdateEmbed(\n                                    modsChannel,\n                                    mod.name,\n                                    newLanguageData,\n                                    ruChanged,\n                                    enChanged,\n                                    ruDiff,\n                                    enDiff,\n                                    cacheKey,\n                                    dataForCache\n                                )\n                            }\n                        }\n                    }\n                }\n            } catch (e: Exception) {\n                println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0435 \u043c\u043e\u0434\u0430 ${mod.name}: ${e.message}\")\n            }\n        }\n    }\n\n    // \u041e\u0441\u0442\u0430\u043b\u044c\u043d\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u0438 onReady...\n}\n```\n\n### \u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u0438 `getPreviousLanguageData`:\n\n\u042d\u0442\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u0437\u0430\u0433\u0440\u0443\u0436\u0430\u0435\u0442 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0443\u044e \u0432\u0435\u0440\u0441\u0438\u044e \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u043c\u043e\u0434\u0430 \u0434\u043b\u044f \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f.\n\n```kotlin\nprivate suspend fun getPreviousLanguageData(mod: ModConfig, client: HttpClient, apiKey: String): ModLanguageData? {\n    // \u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u0432\u0441\u0435\u0445 \u0432\u0435\u0440\u0441\u0438\u0439 \u043c\u043e\u0434\u0430\n    val versions = getAllModVersions(mod, client, apiKey)\n    if (versions.size < 2) return null // \u041d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0432\u0435\u0440\u0441\u0438\u0439 \u0434\u043b\u044f \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f\n\n    val previousVersion = versions[1] // \u0412\u0442\u043e\u0440\u0430\u044f \u0432\u0435\u0440\u0441\u0438\u044f - \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0430\u044f\n\n    // \u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u0434\u043b\u044f \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u0432\u0435\u0440\u0441\u0438\u0438\n    return getLanguageFilesForVersion(mod, previousVersion, client, apiKey)\n}\n```\n\n### \u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f `getAllModVersions` \u0438 `getLanguageFilesForVersion`:\n\n\u041d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u0432\u0441\u0435\u0445 \u0432\u0435\u0440\u0441\u0438\u0439 \u043c\u043e\u0434\u0430 \u0438 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u0439 \u0432\u0435\u0440\u0441\u0438\u0438.\n\n```kotlin\nprivate suspend fun getAllModVersions(mod: ModConfig, client: HttpClient, apiKey: String): List<ModrinthVersion> {\n    // \u041f\u0440\u0438\u043c\u0435\u0440 \u0434\u043b\u044f Modrinth\n    if (!mod.modrinthId.isNullOrBlank()) {\n        return client.get(\"https://api.modrinth.com/v2/project/${mod.modrinthId}/version\").body()\n    }\n    // \u041f\u0440\u0438\u043c\u0435\u0440 \u0434\u043b\u044f CurseForge\n    // \u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0439\u0442\u0435 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e \u0434\u043b\u044f CurseForge, \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u044f \u0441\u043f\u0438\u0441\u043e\u043a \u0432\u0435\u0440\u0441\u0438\u0439\n    return emptyList()\n}\n\nprivate suspend fun getLanguageFilesForVersion(\n    mod: ModConfig,\n    version: ModrinthVersion, // \u0418\u043b\u0438 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u0442\u0438\u043f \u0434\u043b\u044f CurseForge\n    client: HttpClient,\n    apiKey: String\n): ModLanguageData? {\n    // \u041b\u043e\u0433\u0438\u043a\u0430 \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u0434\u043b\u044f \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u0439 \u0432\u0435\u0440\u0441\u0438\u0438\n    // \u0410\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 getModrinthLanguageFiles \u0438\u043b\u0438 getCurseForgeLanguageFiles\n    // \u0412\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 ModLanguageData\n    return null // \u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0439\u0442\u0435 \u043f\u043e \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0438\n}\n```\n\n---\n\n## 6. \u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 `sendLanguageUpdateEmbed` \u0434\u043b\u044f \u0432\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439\n\n\u0418\u0437\u043c\u0435\u043d\u0438\u0442\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u044e `sendLanguageUpdateEmbed`, \u0447\u0442\u043e\u0431\u044b \u043e\u043d\u0430 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u043b\u0430 \u0441\u0442\u0440\u043e\u043a\u0438 \u0441 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f\u043c\u0438 \u0438 \u0432\u043a\u043b\u044e\u0447\u0430\u043b\u0430 \u0438\u0445 \u0432 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435.\n\n```kotlin\nprivate fun sendLanguageUpdateEmbed(\n    channel: NewsChannel,\n    modName: String,\n    languageData: ModLanguageData,\n    ruChanged: Boolean,\n    enChanged: Boolean,\n    ruDiff: String?,\n    enDiff: String?,\n    cacheKey: String,\n    dataForCache: ByteArray\n) {\n    val embedBuilder = net.dv8tion.jda.api.EmbedBuilder()\n        .setTitle(\"\u041c\u043e\u0434 $modName \u043e\u0431\u043d\u043e\u0432\u0438\u043b\u0441\u044f!\")\n        .setDescription(\"\u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u0432\u044b \u0437\u0430\u0445\u043e\u0442\u0438\u0442\u0435 \u043e\u0431\u043d\u043e\u0432\u0438\u0442\u044c \u0441\u0432\u043e\u0438 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044b.\")\n        .addField(\"\u0412\u0435\u0440\u0441\u0438\u044f \u043c\u043e\u0434\u0430\", languageData.modVersion ?: \"\u041d\u0435\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e\", true)\n        .setColor(0x50FA7B)\n\n    val changesDescription = when {\n        ruChanged && enChanged -> \"\u0418\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u043e\u0431\u0430 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u0430: `ru_ru` \u0438 `en_us`.\"\n        ruChanged -> \"\u0418\u0437\u043c\u0435\u043d\u0438\u043b\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e `ru_ru`.\"\n        enChanged -> \"\u0418\u0437\u043c\u0435\u043d\u0438\u043b\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e `en_us`.\"\n        else -> \"\u041d\u0435\u0442 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439 \u0432 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u0430\u0445.\"\n    }\n\n    embedBuilder.addField(\"\u041a\u0430\u043a\u0438\u0435 \u0438\u0437 \u0444\u0430\u0439\u043b\u043e\u0432 \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c\", changesDescription, false)\n\n    if (ruChanged && ruDiff != null) {\n        embedBuilder.addField(\"\u0420\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432 `ru_ru`:\", \"```diff\\n$ruDiff\\n```\", false)\n    }\n\n    if (enChanged && enDiff != null) {\n        embedBuilder.addField(\"\u0420\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432 `en_us`:\", \"```diff\\n$enDiff\\n```\", false)\n    }\n\n    channel.sendMessageEmbeds(embedBuilder.build())\n        .addFiles(buildAttachments(modName, languageData))\n        .queue { message ->\n            messageCache.saveMessage(cacheKey, dataForCache, message.id)\n        }\n}\n```\n\n---\n\n## 7. \u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 `checkModsUpdates` \u0434\u043b\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u043d\u043e\u0432\u043e\u0439 \u043b\u043e\u0433\u0438\u043a\u0438\n\n\u0418\u0437\u043c\u0435\u043d\u0438\u0442\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u044e `checkModsUpdates`, \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u043c \u0432 `onReady`, \u0447\u0442\u043e\u0431\u044b \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0434\u0438\u0444\u0444\u044b \u043f\u0440\u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u044f\u0445.\n\n```kotlin\nprivate fun checkModsUpdates() {\n    globalScope.launch {\n        for (mod in config.mods) {\n            try {\n                val newLanguageData = getLanguageFiles(mod, client, config.curseForgeApiKey)\n                if (newLanguageData != null) {\n                    var shouldNotify = false\n                    var previousData: ModLanguageData? = null\n                    var ruChanged = false\n                    var enChanged = false\n                    var ruDiff: String? = null\n                    var enDiff: String? = null\n\n                    mutex.withLock {\n                        previousData = langFiles[mod.name]\n                        if (previousData == null) {\n                            // \u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u043f\u0440\u043e\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0435, \u0435\u0441\u043b\u0438 \u043d\u0435\u0442 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445\n                            langFiles[mod.name] = newLanguageData\n                            continue\n                        }\n\n                        ruChanged = newLanguageData.ruRuMap != previousData.ruRuMap\n                        enChanged = newLanguageData.enUsMap != previousData.enUsMap\n                        if (ruChanged || enChanged) {\n                            if (ruChanged && previousData.ruRuMap != null && newLanguageData.ruRuMap != null) {\n                                ruDiff = computeDiff(previousData.ruRuMap, newLanguageData.ruRuMap)\n                            }\n                            if (enChanged && previousData.enUsMap != null && newLanguageData.enUsMap != null) {\n                                enDiff = computeDiff(previousData.enUsMap, newLanguageData.enUsMap)\n                            }\n\n                            langFiles[mod.name] = newLanguageData\n                            shouldNotify = true\n                        }\n                    }\n\n                    if (shouldNotify && (ruDiff != null || enDiff != null)) {\n                        val cacheKey = \"mod_${mod.name}_${newLanguageData.modVersion}\"\n                        val dataForCache =\n                            (newLanguageData.ruRu ?: ByteArray(0)) + (newLanguageData.enUs ?: ByteArray(0))\n                        val cachedData = messageCache.getMessageData(cacheKey)\n                        val messageId = messageCache.getMessageId(cacheKey)\n\n                        if (cachedData == null || messageId == null) {\n                            // \u0421\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u043d\u0435 \u0431\u044b\u043b\u043e \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043e \u0440\u0430\u043d\u0435\u0435\n                            sendLanguageUpdateEmbed(\n                                modsChannel,\n                                mod.name,\n                                newLanguageData,\n                                ruChanged,\n                                enChanged,\n                                ruDiff,\n                                enDiff,\n                                cacheKey,\n                                dataForCache\n                            )\n                        } else {\n                            // \u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0438 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435\n                            val messageExists = checkMessageExists(modsChannel, messageId)\n                            if (messageExists) {\n                                // \u041e\u0431\u043d\u043e\u0432\u043b\u044f\u0435\u043c \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435\n                                val embedBuilder = net.dv8tion.jda.api.EmbedBuilder()\n                                    .setTitle(\"\u041c\u043e\u0434 $modName \u043e\u0431\u043d\u043e\u0432\u0438\u043b\u0441\u044f!\")\n                                    .setDescription(\"\u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u0432\u044b \u0437\u0430\u0445\u043e\u0442\u0438\u0442\u0435 \u043e\u0431\u043d\u043e\u0432\u0438\u0442\u044c \u0441\u0432\u043e\u0438 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044b.\")\n                                    .addField(\"\u0412\u0435\u0440\u0441\u0438\u044f \u043c\u043e\u0434\u0430\", languageData.modVersion ?: \"\u041d\u0435\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e\", true)\n                                    .addField(\"\u041a\u0430\u043a\u0438\u0435 \u0438\u0437 \u0444\u0430\u0439\u043b\u043e\u0432 \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c\", changesDescription, false)\n                                \n                                if (ruChanged && ruDiff != null) {\n                                    embedBuilder.addField(\"\u0420\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432 `ru_ru`:\", \"```diff\\n$ruDiff\\n```\", false)\n                                }\n\n                                if (enChanged && enDiff != null) {\n                                    embedBuilder.addField(\"\u0420\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432 `en_us`:\", \"```diff\\n$enDiff\\n```\", false)\n                                }\n\n                                modsChannel.editMessageEmbedsById(messageId, embedBuilder.build())\n                                    .setFiles(buildAttachments(mod.name, newLanguageData))\n                                    .queue()\n                                \n                                // \u041e\u0431\u043d\u043e\u0432\u043b\u044f\u0435\u043c \u043a\u0435\u0448\n                                messageCache.saveMessage(cacheKey, dataForCache, messageId)\n                            } else {\n                                // \u0421\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0443\u0434\u0430\u043b\u0435\u043d\u043e, \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c \u0437\u0430\u043d\u043e\u0432\u043e\n                                sendLanguageUpdateEmbed(\n                                    modsChannel,\n                                    mod.name,\n                                    newLanguageData,\n                                    ruChanged,\n                                    enChanged,\n                                    ruDiff,\n                                    enDiff,\n                                    cacheKey,\n                                    dataForCache\n                                )\n                            }\n                        }\n                    }\n                }\n            } catch (e: Exception) {\n                println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0435 \u043c\u043e\u0434\u0430 ${mod.name}: ${e.message}\")\n            }\n        }\n    }\n}\n```\n\n---\n\n## 8. \u0417\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u0434\u0432\u0443\u0445 \u0432\u0435\u0440\u0441\u0438\u0439 \u043c\u043e\u0434\u043e\u0432 \u043f\u0440\u0438 \u043f\u0435\u0440\u0432\u043e\u043c \u0437\u0430\u043f\u0443\u0441\u043a\u0435\n\n\u0412 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 `onReady` \u0443\u0436\u0435 \u0432\u043a\u043b\u044e\u0447\u0435\u043d\u0430 \u043b\u043e\u0433\u0438\u043a\u0430 \u0434\u043b\u044f \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u0434\u0432\u0443\u0445 \u0432\u0435\u0440\u0441\u0438\u0439 \u043c\u043e\u0434\u043e\u0432 \u043f\u0440\u0438 \u043f\u0435\u0440\u0432\u043e\u043c \u0437\u0430\u043f\u0443\u0441\u043a\u0435. \u0423\u0431\u0435\u0434\u0438\u0442\u0435\u0441\u044c, \u0447\u0442\u043e \u0444\u0443\u043d\u043a\u0446\u0438\u0438 `getPreviousLanguageData` \u0438 `getLanguageFilesForVersion` \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u044b \u0434\u043b\u044f \u043e\u0431\u0435\u0438\u0445 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c (Modrinth \u0438 CurseForge).\n\n---\n\n## 9. \u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043e\u0448\u0438\u0431\u043e\u043a\n\n\u0423\u0431\u0435\u0434\u0438\u0442\u0435\u0441\u044c, \u0447\u0442\u043e \u0432\u0441\u0435 \u043d\u043e\u0432\u044b\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u044e\u0442 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0435 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u0438 \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0441 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c\u0438 \u0444\u043e\u0440\u043c\u0430\u0442\u0430\u043c\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432. \u041f\u0440\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438 \u0440\u0430\u0441\u0448\u0438\u0440\u044c\u0442\u0435 \u043f\u0430\u0440\u0441\u0438\u043d\u0433 \u0434\u043b\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u0434\u0440\u0443\u0433\u0438\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432 (`.lang`, `.properties`).\n\n---\n\n## \u041f\u043e\u043b\u043d\u044b\u0439 \u043f\u0440\u0438\u043c\u0435\u0440 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u043e\u0433\u043e `BotListener`\n\n\u041d\u0438\u0436\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044b\u0439 \u043a\u043b\u0430\u0441\u0441 `BotListener` \u0441 \u0443\u0447\u0442\u0435\u043d\u043d\u044b\u043c\u0438 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u043c\u0438:\n\n```kotlin\nclass BotListener(private val config: Config) : ListenerAdapter() {\n    // ... \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0435 \u0441\u0432\u043e\u0439\u0441\u0442\u0432\u0430 ...\n\n    override fun onReady(event: ReadyEvent) {\n        println(\"\u0411\u043e\u0442 \u0437\u0430\u043f\u0443\u0449\u0435\u043d!\")\n\n        // \u041f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u043a\u0430\u043d\u0430\u043b\u044b\n        googlePlayChannel = event.jda.getNewsChannelById(config.googlePlayChannelId)\n            ?: run {\n                println(\"\u041a\u0430\u043d\u0430\u043b Google Play \u0441 ID ${config.googlePlayChannelId} \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d!\")\n                exitProcess(1)\n            }\n\n        modsChannel = event.jda.getNewsChannelById(config.modsChannelId)\n            ?: run {\n                println(\"\u041a\u0430\u043d\u0430\u043b \u043c\u043e\u0434\u043e\u0432 \u0441 ID ${config.modsChannelId} \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d!\")\n                exitProcess(1)\n            }\n\n        // \u0418\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f: \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u0442\u0435\u043a\u0443\u0449\u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u043c\u043e\u0434\u043e\u0432\n        globalScope.launch {\n            for (mod in config.mods) {\n                try {\n                    val newLanguageData = getLanguageFiles(mod, client, config.curseForgeApiKey)\n                    if (newLanguageData != null) {\n                        var shouldNotify = false\n                        var previousData: ModLanguageData? = null\n                        var ruChanged = false\n                        var enChanged = false\n                        var ruDiff: String? = null\n                        var enDiff: String? = null\n\n                        mutex.withLock {\n                            previousData = langFiles[mod.name]\n                            if (previousData == null) {\n                                // \u041f\u0435\u0440\u0432\u0430\u044f \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f: \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u0442\u0435\u043a\u0443\u0449\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u0432\u0435\u0440\u0441\u0438\u0438\n                                val previousLanguageData = getPreviousLanguageData(mod, client, config.curseForgeApiKey)\n                                if (previousLanguageData != null) {\n                                    langFiles[mod.name] = previousLanguageData\n                                    langFiles[mod.name] = newLanguageData\n                                    shouldNotify = true\n                                    ruChanged = newLanguageData.ruRuMap != null\n                                    enChanged = newLanguageData.enUsMap != null\n\n                                    // \u0412\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439\n                                    if (previousLanguageData.ruRuMap != null && newLanguageData.ruRuMap != null) {\n                                        ruDiff = computeDiff(previousLanguageData.ruRuMap, newLanguageData.ruRuMap)\n                                    }\n                                    if (previousLanguageData.enUsMap != null && newLanguageData.enUsMap != null) {\n                                        enDiff = computeDiff(previousLanguageData.enUsMap, newLanguageData.enUsMap)\n                                    }\n                                }\n                            } else {\n                                // \u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445\n                                ruChanged = newLanguageData.ruRuMap != previousData.ruRuMap\n                                enChanged = newLanguageData.enUsMap != previousData.enUsMap\n                                if (ruChanged || enChanged) {\n                                    // \u0412\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439\n                                    if (ruChanged && previousData.ruRuMap != null && newLanguageData.ruRuMap != null) {\n                                        ruDiff = computeDiff(previousData.ruRuMap, newLanguageData.ruRuMap)\n                                    }\n                                    if (enChanged && previousData.enUsMap != null && newLanguageData.enUsMap != null) {\n                                        enDiff = computeDiff(previousData.enUsMap, newLanguageData.enUsMap)\n                                    }\n\n                                    langFiles[mod.name] = newLanguageData\n                                    shouldNotify = true\n                                }\n                            }\n                        }\n\n                        if (shouldNotify && (ruDiff != null || enDiff != null)) {\n                            val cacheKey = \"mod_${mod.name}_${newLanguageData.modVersion}\"\n                            val dataForCache =\n                                (newLanguageData.ruRu ?: ByteArray(0)) + (newLanguageData.enUs ?: ByteArray(0))\n                            if (!messageCache.isAlreadySent(cacheKey, dataForCache)) {\n                                withContext(Dispatchers.IO) {\n                                    sendLanguageUpdateEmbed(\n                                        modsChannel,\n                                        mod.name,\n                                        newLanguageData,\n                                        ruChanged,\n                                        enChanged,\n                                        ruDiff,\n                                        enDiff,\n                                        cacheKey,\n                                        dataForCache\n                                    )\n                                }\n                            }\n                        }\n                    }\n                } catch (e: Exception) {\n                    println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0435 \u043c\u043e\u0434\u0430 ${mod.name}: ${e.message}\")\n                }\n            }\n        }\n\n        // \u041e\u0441\u0442\u0430\u043b\u044c\u043d\u0430\u044f \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0438 \u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0430\u0446\u0438\u044f \u043a\u043e\u043c\u0430\u043d\u0434...\n    }\n\n    // ... \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438, \u0432\u043a\u043b\u044e\u0447\u0430\u044f getPreviousLanguageData, computeDiff, parseLanguageFile \u0438 \u0442.\u0434. ...\n}\n```\n\n---\n\n## 10. \u0422\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\n\n\u041f\u043e\u0441\u043b\u0435 \u0432\u043d\u0435\u0441\u0435\u043d\u0438\u044f \u0432\u0441\u0435\u0445 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439 \u0442\u0449\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u0440\u043e\u0442\u0435\u0441\u0442\u0438\u0440\u0443\u0439\u0442\u0435 \u0431\u043e\u0442\u0430:\n\n- **\u041f\u0435\u0440\u0432\u043e\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0439 \u0437\u0430\u043f\u0443\u0441\u043a**: \u0423\u0431\u0435\u0434\u0438\u0442\u0435\u0441\u044c, \u0447\u0442\u043e \u0431\u043e\u0442 \u0437\u0430\u0433\u0440\u0443\u0436\u0430\u0435\u0442 \u0434\u0432\u0435 \u0432\u0435\u0440\u0441\u0438\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u0438 \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f.\n- **\u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u044f \u043c\u043e\u0434\u043e\u0432**: \u041f\u0440\u043e\u0432\u0435\u0440\u044c\u0442\u0435, \u0447\u0442\u043e \u043f\u0440\u0438 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u0431\u043e\u0442 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0441 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u043c\u0438 \u0434\u0438\u0444\u0444\u0430\u043c\u0438.\n- **\u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043e\u0448\u0438\u0431\u043e\u043a**: \u0423\u0431\u0435\u0434\u0438\u0442\u0435\u0441\u044c, \u0447\u0442\u043e \u0431\u043e\u0442 \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0435 \u0444\u0430\u0439\u043b\u044b, \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0435 \u0444\u043e\u0440\u043c\u0430\u0442\u044b \u0438 \u0441\u0435\u0442\u0435\u0432\u044b\u0435 \u043e\u0448\u0438\u0431\u043a\u0438.\n\n---\n\n## \u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438\n\n1. **\u041b\u043e\u0433\u0438\u043a\u0443 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432 \u0444\u0430\u0439\u043b\u043e\u0432**: \u0415\u0441\u043b\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u0444\u0430\u0439\u043b\u044b \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0432 \u0440\u0430\u0437\u043d\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u0430\u0445 (JSON, `.lang`, `.properties`), \u0440\u0430\u0441\u0448\u0438\u0440\u044c\u0442\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u044e \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 \u0434\u043b\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u0432\u0441\u0435\u0445 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432.\n\n2. **\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a \u0434\u043b\u044f \u0434\u0438\u0444\u0444\u043e\u0432**: \u0414\u043b\u044f \u0431\u043e\u043b\u0435\u0435 \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u043e\u0433\u043e \u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0434\u0438\u0444\u0444\u043e\u0432, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a [java-diff-utils](https://github.com/java-diff-utils/java-diff-utils).\n\n3. **\u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u0435\u0448\u0430**: \u0423\u0431\u0435\u0434\u0438\u0442\u0435\u0441\u044c, \u0447\u0442\u043e \u043a\u0435\u0448\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439 \u0443\u0447\u0438\u0442\u044b\u0432\u0430\u0435\u0442 \u043d\u043e\u0432\u044b\u0435 \u043f\u043e\u043b\u044f (\u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f) \u0438 \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u0442\u0441\u044f.\n\n4. **\u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f API-\u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432**: \u041f\u0440\u0438 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0435 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u0432\u0435\u0440\u0441\u0438\u0438 \u043c\u043e\u0434\u0430 \u0441\u0442\u0430\u0440\u0430\u0439\u0442\u0435\u0441\u044c \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e API-\u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432, \u0447\u0442\u043e\u0431\u044b \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c \u043f\u0440\u0435\u0432\u044b\u0448\u0435\u043d\u0438\u044f \u043b\u0438\u043c\u0438\u0442\u043e\u0432.\n\n5. **\u0410\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u0430\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430**: \u0423\u0431\u0435\u0434\u0438\u0442\u0435\u0441\u044c, \u0447\u0442\u043e \u0432\u0441\u0435 \u0441\u0435\u0442\u0435\u0432\u044b\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u044e\u0442\u0441\u044f \u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u043e \u0438 \u043d\u0435 \u0431\u043b\u043e\u043a\u0438\u0440\u0443\u044e\u0442 \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u043f\u043e\u0442\u043e\u043a.\n\n---\n\n\u0421\u043b\u0435\u0434\u0443\u044f \u044d\u0442\u0438\u043c \u0448\u0430\u0433\u0430\u043c, \u0432\u044b \u0441\u043c\u043e\u0436\u0435\u0442\u0435 \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 \u0441\u0442\u0430\u0440\u044b\u043c\u0438 \u0438 \u043d\u043e\u0432\u044b\u043c\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u043c\u0438 \u0444\u0430\u0439\u043b\u0430\u043c\u0438 \u043c\u043e\u0434\u043e\u0432 \u0432 \u0432\u0430\u0448\u0435\u043c Discord-\u0431\u043e\u0442\u0435. \u042d\u0442\u043e \u043f\u043e\u0432\u044b\u0441\u0438\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u0438 \u0443\u043b\u0443\u0447\u0448\u0438\u0442 \u043e\u043f\u044b\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0439 \u043c\u043e\u0434\u043e\u0432.","behavior":"degenerate_repetition","conversation_hash":"a97e066cc589a3dc92fd94ad758ca3bf","conversation_redacted":false,"conversation_toxic":false,"country":"Russia","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"English","model":"o1-mini-2024-09-12","n_chars":67740,"n_turns_in_conversation":1,"n_words":5117,"source_row_offset":2663,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 04:27:50 GMT","turn_id":"0ac380aa6d6458c0403515ea","turn_index":0,"user_text":"\u0421\u0434\u0435\u043b\u0430\u0439, \u0447\u0442\u043e\u0431\u044b \u0431\u043e\u0442 \u043f\u0440\u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439 \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u0443 \u043c\u043e\u0434\u0430 \u043e\u0431\u043d\u043e\u0432\u0438\u043b\u0438\u0441\u044c \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u0444\u0430\u0439\u043b\u044b, \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u043b \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u043c\u0435\u0436\u0434\u0443 \u0441\u0442\u0430\u0440\u044b\u043c\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u043c\u0438 \u0444\u0430\u0439\u043b\u0430\u043c\u0438 \u0438 \u043d\u043e\u0432\u044b\u043c\u0438. \u0418 \u043f\u0440\u0438 \u043f\u0435\u0440\u0432\u043e\u043c \u0437\u0430\u043f\u0443\u0441\u043a\u0435, \u043a\u043e\u0433\u0434\u0430 \u0431\u043e\u0442 \u0432 \u043f\u0435\u0440\u0432\u044b\u0439 \u0440\u0430\u0437 \u043e\u0442\u0441\u044b\u043b\u0430\u0435\u0442 \u0441\u0442\u043e\u043f\u043a\u0443 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439 \u043e \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0445 \u0432\u0435\u0440\u0441\u0438\u044f\u0445 \u043c\u043e\u0434\u043e\u0432 \u0441 \u0438\u0445 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u043c\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u043c\u0438 \u0444\u0430\u0439\u043b\u0430\u043c\u0438, \u043e\u043d \u0442\u043e\u0436\u0435 \u0442\u0430\u043a \u0436\u0435 \u0434\u043e\u043b\u0436\u0435\u043d \u043f\u0435\u0440\u0432\u043e\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u044c \u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u0444\u0430\u0439\u043b\u044b \u0441 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u0432\u0435\u0440\u0441\u0438\u0435\u0439 \u043c\u043e\u0434\u0430. \u0422\u043e \u0435\u0441\u0442\u044c, \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u043e\u043d \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u0443\u0434\u0435\u0442 \u0441\u043a\u0430\u0447\u0438\u0432\u0430\u0442\u044c \u0434\u0432\u0435 \u0432\u0435\u0440\u0441\u0438\u0438 \u043c\u043e\u0434\u0430 \u0437\u0430 \u0440\u0430\u0437.\n\nBot.kt\n\n@file:Suppress(\"UNUSED_VARIABLE\")\n\npackage ru.deflecta.auroomy\n\nimport kotlinx.coroutines.*\nimport kotlinx.coroutines.sync.Mutex\nimport kotlinx.coroutines.sync.withLock\nimport kotlinx.serialization.json.Json\nimport net.dv8tion.jda.api.JDABuilder\nimport net.dv8tion.jda.api.entities.channel.concrete.NewsChannel\nimport net.dv8tion.jda.api.entities.MessageEmbed\nimport net.dv8tion.jda.api.events.session.ReadyEvent\nimport net.dv8tion.jda.api.hooks.ListenerAdapter\nimport net.dv8tion.jda.api.utils.FileUpload\nimport io.ktor.client.*\nimport io.ktor.client.call.*\nimport io.ktor.client.engine.cio.*\nimport io.ktor.client.plugins.contentnegotiation.*\nimport io.ktor.client.request.*\nimport io.ktor.serialization.kotlinx.json.*\nimport kotlinx.serialization.encodeToString\nimport net.dv8tion.jda.api.entities.channel.concrete.TextChannel\nimport net.dv8tion.jda.api.events.interaction.command.SlashCommandInteractionEvent\nimport net.dv8tion.jda.api.interactions.commands.build.Commands\nimport net.dv8tion.jda.api.requests.GatewayIntent\nimport java.io.*\nimport java.util.zip.ZipInputStream\nimport kotlin.system.exitProcess\nimport java.util.Timer\nimport java.util.TimerTask\nimport java.io.File\n\n// \u0413\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u044b\u0439 CoroutineScope\nval globalScope = CoroutineScope(Dispatchers.IO + SupervisorJob())\n\nfun main() {\n    val configContent = File(\"config.json\").readText()\n    val config = Json { ignoreUnknownKeys = true }.decodeFromString<Config>(configContent)\n\n    val jda = JDABuilder.createDefault(config.discordToken, GatewayIntent.GUILD_MESSAGES, GatewayIntent.MESSAGE_CONTENT)\n        .addEventListeners(BotListener(config))\n        .build()\n\n    // startApiServer(config)\n}\n\nclass BotListener(private val config: Config) : ListenerAdapter() {\n    private val googlePlayTimer = Timer()\n    private val modsTimer = Timer()\n\n    private val publisher = GooglePlayPublisher()\n    private val langFiles = mutableMapOf<String, ModLanguageData>()\n    private val mutex = Mutex()\n\n    private val messageCache = MessageCache()\n\n    private lateinit var googlePlayChannel: NewsChannel\n    private lateinit var modsChannel: NewsChannel\n\n    private lateinit var russianFeedChannel: TextChannel\n    private lateinit var englishFeedChannel: TextChannel\n\n    private val imBoTimer = Timer()\n\n    // \u0421\u043e\u0437\u0434\u0430\u0435\u043c \u0441\u0435\u0442 \u0434\u043b\u044f \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f ID \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0445 \u043f\u043e\u0441\u0442\u043e\u0432\n    private val sentImBoPosts = mutableSetOf<Long>()\n    private val imBoPostsFile = \"imBoposts.json\"\n\n    override fun onReady(event: ReadyEvent) {\n        println(\"\u0411\u043e\u0442 \u0437\u0430\u043f\u0443\u0449\u0435\u043d!\")\n\n        // \u041f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u043a\u0430\u043d\u0430\u043b\u044b\n        googlePlayChannel = event.jda.getNewsChannelById(config.googlePlayChannelId)\n            ?: run {\n                println(\"\u041a\u0430\u043d\u0430\u043b Google Play \u0441 ID ${config.googlePlayChannelId} \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d!\")\n                exitProcess(1)\n            }\n\n        modsChannel = event.jda.getNewsChannelById(config.modsChannelId)\n            ?: run {\n                println(\"\u041a\u0430\u043d\u0430\u043b \u043c\u043e\u0434\u043e\u0432 \u0441 ID ${config.modsChannelId} \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d!\")\n                exitProcess(1)\n            }\n\n        // \u0418\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f: \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u0442\u0435\u043a\u0443\u0449\u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432 \u043c\u043e\u0434\u043e\u0432\n        globalScope.launch {\n            for (mod in config.mods) {\n                try {\n                    val newLanguageData = getLanguageFiles(mod, client, config.curseForgeApiKey)\n                    if (newLanguageData != null) {\n                        var shouldNotify = false\n                        var previousData: ModLanguageData? = null\n                        var ruChanged = false\n                        var enChanged = false\n\n                        mutex.withLock {\n                            previousData = langFiles[mod.name]\n                            if (previousData == null) {\n                                langFiles[mod.name] = newLanguageData\n                                shouldNotify = true\n                                ruChanged = newLanguageData.ruRu != null\n                                enChanged = newLanguageData.enUs != null\n                            } else {\n                                ruChanged = !newLanguageData.ruRu.contentEquals(previousData!!.ruRu)\n                                enChanged = !newLanguageData.enUs.contentEquals(previousData!!.enUs)\n                                if (ruChanged || enChanged) {\n                                    langFiles[mod.name] = newLanguageData\n                                    shouldNotify = true\n                                }\n                            }\n                        }\n\n                        if (shouldNotify) {\n                            val cacheKey = \"mod_${mod.name}_${newLanguageData.modVersion}\"\n                            val dataForCache =\n                                (newLanguageData.ruRu ?: ByteArray(0)) + (newLanguageData.enUs ?: ByteArray(0))\n                            if (!messageCache.isAlreadySent(cacheKey, dataForCache)) {\n                                withContext(Dispatchers.IO) {\n                                    sendLanguageUpdateEmbed(\n                                        modsChannel,\n                                        mod.name,\n                                        newLanguageData,\n                                        ruChanged,\n                                        enChanged,\n                                        cacheKey,\n                                        dataForCache\n                                    )\n                                }\n                            }\n                        }\n                    }\n                } catch (e: Exception) {\n                    println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0435 \u043c\u043e\u0434\u0430 ${mod.name}: ${e.message}\")\n                }\n            }\n        }\n\n        // \u041e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435 \u0442\u0430\u0439\u043c\u0435\u0440\u044b \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438, \u0435\u0441\u043b\u0438 \u043e\u043d\u0438 \u043d\u0435 \u0437\u0430\u0432\u0438\u0441\u044f\u0442 \u043e\u0442 imBo, \u043c\u043e\u0436\u043d\u043e \u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u0432\u043d\u0435 \u043a\u043e\u0440\u0443\u0442\u0438\u043d\u044b\n        // \u041f\u0435\u0440\u0438\u043e\u0434\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0437\u0430\u0434\u0430\u0447\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0439 Google Play\n        googlePlayTimer.scheduleAtFixedRate(\n            object : TimerTask() {\n                override fun run() {\n                    checkGooglePlayUpdates()\n                }\n            }, 0, 5 * 60 * 1000 // \u041a\u0430\u0436\u0434\u044b\u0435 5 \u043c\u0438\u043d\u0443\u0442\n        )\n\n        // \u041f\u0435\u0440\u0438\u043e\u0434\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0437\u0430\u0434\u0430\u0447\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0439 \u043c\u043e\u0434\u043e\u0432\n        modsTimer.scheduleAtFixedRate(\n            object : TimerTask() {\n                override fun run() {\n                    checkModsUpdates()\n                }\n            }, 0, 10 * 60 * 1000 // \u041a\u0430\u0436\u0434\u044b\u0435 10 \u043c\u0438\u043d\u0443\u0442\n        )\n\n        // \u0418\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u043c \u043a\u0430\u043d\u0430\u043b\u044b\n        russianFeedChannel = event.jda.getTextChannelById(config.russianFeedChannelId)\n            ?: throw IllegalStateException(\"\u041a\u0430\u043d\u0430\u043b \u0441 ID ${config.russianFeedChannelId} \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d\")\n\n        englishFeedChannel = event.jda.getTextChannelById(config.englishFeedChannelId)\n            ?: throw IllegalStateException(\"\u041a\u0430\u043d\u0430\u043b \u0441 ID ${config.englishFeedChannelId} \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d\")\n\n        // \u0417\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u043c \u043a\u043e\u0440\u0443\u0442\u0438\u043d\u0443\n        globalScope.launch {\n            // \u0417\u0430\u0433\u0440\u0443\u0436\u0430\u0435\u043c \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0435 \u043f\u043e\u0441\u0442\u044b\n            loadSentImBoPosts()\n\n            // \u0417\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u043c \u0442\u0430\u0439\u043c\u0435\u0440 \u0434\u043b\u044f \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u043d\u043e\u0432\u044b\u0445 \u0430\u0440\u0442\u043e\u0432 \u043f\u043e\u0441\u043b\u0435 \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0438\u044f \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438\n            imBoTimer.scheduleAtFixedRate(\n                object : TimerTask() {\n                    override fun run() {\n                        checkImBoUpdates()\n                    }\n                },\n                0,\n                10 * 60 * 1000 // \u041a\u0430\u0436\u0434\u044b\u0435 10 \u043c\u0438\u043d\u0443\u0442\n            )\n        }\n\n        // \u0420\u0435\u0433\u0438\u0441\u0442\u0440\u0430\u0446\u0438\u044f \u0441\u043b\u044d\u0448-\u043a\u043e\u043c\u0430\u043d\u0434\u044b `/tontaro` \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u0433\u0438\u043b\u044c\u0434\u0438\u0438\n        event.jda.getGuildById(\"878019629925158932\")?.let { guild ->\n            guild.updateCommands().addCommands(\n                Commands.slash(\"tontaro\", \"\u041d\u0430\u0439\u0442\u0438 \u0441\u043b\u0443\u0447\u0430\u0439\u043d\u044b\u0439 \u0440\u0438\u0441\u0443\u043d\u043e\u043a \u043e\u0442 Tontaro\")\n                // \u0417\u0434\u0435\u0441\u044c \u043c\u043e\u0436\u043d\u043e \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043e\u043f\u0446\u0438\u0438, \u0435\u0441\u043b\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\n            ).queue()\n        }\n\n        event.jda.updateCommands().queue()\n\n        val guildId = \"878019629925158932\" // \u0417\u0430\u043c\u0435\u043d\u0438\u0442\u0435 \u043d\u0430 ID \u0432\u0430\u0448\u0435\u0439 \u0433\u0438\u043b\u044c\u0434\u0438\u0438\n        event.jda.getGuildById(guildId)?.let { guild ->\n            guild.updateCommands().addCommands(\n                Commands.slash(\"tontaro\", \"Search random Tontaro art\"),\n                Commands.slash(\"\u0442\u043e\u043d\u0442\u0430\u0440\u043e\", \"\u041d\u0430\u0439\u0442\u0438 \u0441\u043b\u0443\u0447\u0430\u0439\u043d\u044b\u0439 \u0430\u0440\u0442 \u0422\u043e\u043d\u0442\u0430\u0440\u043e\")\n            ).queue(\n                { println(\"\u041a\u043e\u043c\u0430\u043d\u0434\u044b \u0443\u0441\u043f\u0435\u0448\u043d\u043e \u0437\u0430\u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u0432 \u0433\u0438\u043b\u044c\u0434\u0438\u0438 ${guild.name}\") },\n                { error -> println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0430\u0446\u0438\u0438 \u043a\u043e\u043c\u0430\u043d\u0434: ${error.message}\") }\n            )\n        } ?: println(\"\u0413\u0438\u043b\u044c\u0434\u0438\u044f \u0441 ID $guildId \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d\u0430\")\n    }\n\n    private suspend fun loadSentImBoPosts() {\n        val file = File(imBoPostsFile)\n        if (file.exists()) {\n            val jsonString = file.readText()\n            val loadedPosts = Json.decodeFromString<Set<Long>>(jsonString)\n            sentImBoPosts.addAll(loadedPosts)\n            println(\"\u0417\u0430\u0433\u0440\u0443\u0436\u0435\u043d\u043e ${sentImBoPosts.size} \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0445 \u043f\u043e\u0441\u0442\u043e\u0432 \u0438\u0437 \u0444\u0430\u0439\u043b\u0430.\")\n        } else {\n            println(\"\u0424\u0430\u0439\u043b \u0441 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u043c\u0438 \u043f\u043e\u0441\u0442\u0430\u043c\u0438 \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d. \u0418\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u043c \u0441\u043f\u0438\u0441\u043e\u043a \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0445 \u043f\u043e\u0441\u0442\u043e\u0432.\")\n            try {\n                val recentPosts = fetchRecentImBoPosts()\n                for (post in recentPosts) {\n                    sentImBoPosts.add(post.id)\n                }\n                // \u0421\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u043c \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043f\u043e\u0441\u0442\u044b \u0432 \u0444\u0430\u0439\u043b\n                saveSentImBoPosts()\n                println(\"\u0418\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043e ${sentImBoPosts.size} \u043f\u043e\u0441\u0442\u043e\u0432 \u0438\u0437 imBo.\")\n            } catch (e: Exception) {\n                println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 imBo \u043f\u043e\u0441\u0442\u043e\u0432: ${e.message}\")\n            }\n        }\n    }\n\n    private fun saveSentImBoPosts() {\n        try {\n            val jsonString = Json.encodeToString(sentImBoPosts)\n            File(imBoPostsFile).writeText(jsonString)\n            println(\"\u0421\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u043e ${sentImBoPosts.size} \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0445 \u043f\u043e\u0441\u0442\u043e\u0432 \u0432 \u0444\u0430\u0439\u043b.\")\n        } catch (e: Exception) {\n            println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0438 \u043f\u043e\u0441\u0442\u043e\u0432 imBo: ${e.message}\")\n        }\n    }\n\n    private suspend fun fetchRecentImBoPosts(): List<ImBoPost> {\n        return retryIO {\n            val response: ImBoResponse = client.get(\"https://imBo.net/posts.json\") {\n                header(\"User-Agent\", config.imBoUserAgent)\n                parameter(\"tags\", \"tontaro -rating:explicit order:id_desc\")\n                parameter(\"limit\", 50)\n            }.body()\n\n            response.posts\n        }\n    }\n\n    private fun checkImBoUpdates() {\n        globalScope.launch {\n            try {\n                val newPosts = fetchNewImBoPosts()\n                for (post in newPosts) {\n                    val imageUrl = post.file.url\n                    if (imageUrl != null) {\n                        val embed = net.dv8tion.jda.api.EmbedBuilder()\n                            // .setTitle(\"\u041d\u043e\u0432\u044b\u0439 \u0430\u0440\u0442 \u043e\u0442 Tontaro\")\n                            .setImage(imageUrl)\n                            // .setUrl(\"https://imBo.net/posts/${post.id}\")\n                            // .setFooter(\"\u0410\u0432\u0442\u043e\u0440: Tontaro\")\n                            .setColor(0x50FA7B)\n                            .build()\n\n                        // \u041e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c \u0432 \u0440\u0443\u0441\u0441\u043a\u043e\u044f\u0437\u044b\u0447\u043d\u044b\u0439 \u043a\u0430\u043d\u0430\u043b\n                        russianFeedChannel.sendMessageEmbeds(embed).queue()\n\n                        // \u041e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c \u0432 \u0430\u043d\u0433\u043b\u043e\u044f\u0437\u044b\u0447\u043d\u044b\u0439 \u043a\u0430\u043d\u0430\u043b\n                        englishFeedChannel.sendMessageEmbeds(embed).queue()\n\n                        // \u0414\u043e\u0431\u0430\u0432\u043b\u044f\u0435\u043c ID \u043f\u043e\u0441\u0442\u0430 \u0432 \u043d\u0430\u0431\u043e\u0440 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0445\n                        sentImBoPosts.add(post.id)\n                    }\n                }\n\n                // \u041f\u043e\u0441\u043b\u0435 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043d\u043e\u0432\u044b\u0445 \u043f\u043e\u0441\u0442\u043e\u0432 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u043c \u0438\u0445 \u0432 \u0444\u0430\u0439\u043b\n                saveSentImBoPosts()\n\n            } catch (e: Exception) {\n                println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0435 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0439 imBo: ${e.message}\")\n            }\n        }\n    }\n\n    private suspend fun fetchNewImBoPosts(): List<ImBoPost> {\n        val response: ImBoResponse = client.get(\"https://imBo.net/posts.json\") {\n            header(\"User-Agent\", config.imBoUserAgent)\n            parameter(\"tags\", \"tontaro -rating:explicit order:id_asc\")\n            parameter(\"limit\", 50)\n        }.body()\n\n        // \u0424\u0438\u043b\u044c\u0442\u0440\u0443\u0435\u043c \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u043e\u0432\u044b\u0435 \u043f\u043e\u0441\u0442\u044b\n        return response.posts.filter { post ->\n            !sentImBoPosts.contains(post.id) && (post.rating == \"s\" || post.rating == \"q\")\n        }\n    }\n\n    private fun checkGooglePlayUpdates() {\n        val latestRelease = publisher.getLatestRelease()\n        latestRelease?.let { release ->\n            val cacheKey = \"googleplay_${release.versionCode}\"\n            val releaseData = release.releaseNotes.toByteArray()\n            val cachedData = messageCache.getMessageData(cacheKey)\n            val messageId = messageCache.getMessageId(cacheKey)\n\n            if (cachedData == null || messageId == null) {\n                // \u0421\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u043d\u0435 \u0431\u044b\u043b\u043e \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043e \u0440\u0430\u043d\u0435\u0435 \u0438\u043b\u0438 \u043d\u0435\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043e messageId\n                sendGooglePlayUpdate(release, cacheKey, releaseData)\n            } else if (!cachedData.contentEquals(releaseData)) {\n                // \u0414\u0430\u043d\u043d\u044b\u0435 \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c, \u043f\u044b\u0442\u0430\u0435\u043c\u0441\u044f \u043e\u0431\u043d\u043e\u0432\u0438\u0442\u044c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435\n                val messageExists = checkMessageExists(googlePlayChannel, messageId)\n                if (messageExists) {\n                    // \u041e\u0431\u043d\u043e\u0432\u043b\u044f\u0435\u043c \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435\n                    googlePlayChannel.editMessageEmbedsById(messageId, buildEmbed(release))\n                        .setActionRow(\n                            net.dv8tion.jda.api.interactions.components.buttons.Button.link(\n                                \"https://play.google.com/store/apps/details?id=ru.deflecta.fnwb\",\n                                \"\u0421\u043a\u0430\u0447\u0430\u0442\u044c\"\n                            )\n                        )\n                        .queue()\n                    // \u041e\u0431\u043d\u043e\u0432\u043b\u044f\u0435\u043c \u043a\u0435\u0448\n                    messageCache.saveMessage(cacheKey, releaseData, messageId)\n                } else {\n                    // \u0421\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0443\u0434\u0430\u043b\u0435\u043d\u043e, \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c \u0437\u0430\u043d\u043e\u0432\u043e\n                    sendGooglePlayUpdate(release, cacheKey, releaseData)\n                }\n            } else {\n                // \u0414\u0430\u043d\u043d\u044b\u0435 \u043d\u0435 \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c, \u043d\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u043c, \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043b\u0438 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435\n                val messageExists = checkMessageExists(googlePlayChannel, messageId)\n                if (!messageExists) {\n                    // \u0421\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0431\u044b\u043b\u043e \u0443\u0434\u0430\u043b\u0435\u043d\u043e, \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c \u0437\u0430\u043d\u043e\u0432\u043e\n                    sendGooglePlayUpdate(release, cacheKey, releaseData)\n                }\n            }\n        }\n    }\n\n    private fun sendGooglePlayUpdate(release: ReleaseInfo, cacheKey: String, releaseData: ByteArray) {\n        googlePlayChannel.sendMessageEmbeds(buildEmbed(release))\n            .setActionRow(\n                net.dv8tion.jda.api.interactions.components.buttons.Button.link(\n                    \"https://play.google.com/store/apps/details?id=ru.deflecta.fnwb\",\n                    \"\u0421\u043a\u0430\u0447\u0430\u0442\u044c\"\n                )\n            )\n            .queue { message ->\n                messageCache.saveMessage(cacheKey, releaseData, message.id)\n            }\n    }\n\n    private fun checkModsUpdates() {\n        globalScope.launch {\n            for (mod in config.mods) {\n                try {\n                    val newLanguageData = getLanguageFiles(mod, client, config.curseForgeApiKey)\n                    if (newLanguageData != null) {\n                        var shouldNotify = false\n                        var previousData: ModLanguageData? = null\n                        var ruChanged = false\n                        var enChanged = false\n\n                        mutex.withLock {\n                            previousData = langFiles[mod.name]\n                            if (previousData == null) {\n                                langFiles[mod.name] = newLanguageData\n                                shouldNotify = true\n                                ruChanged = newLanguageData.ruRu != null\n                                enChanged = newLanguageData.enUs != null\n                            } else {\n                                ruChanged = !newLanguageData.ruRu.contentEquals(previousData!!.ruRu)\n                                enChanged = !newLanguageData.enUs.contentEquals(previousData!!.enUs)\n                                if (ruChanged || enChanged) {\n                                    langFiles[mod.name] = newLanguageData\n                                    shouldNotify = true\n                                }\n                            }\n                        }\n\n                        if (shouldNotify) {\n                            val cacheKey = \"mod_${mod.name}_${newLanguageData.modVersion}\"\n                            val dataForCache =\n                                (newLanguageData.ruRu ?: ByteArray(0)) + (newLanguageData.enUs ?: ByteArray(0))\n                            val cachedData = messageCache.getMessageData(cacheKey)\n                            val messageId = messageCache.getMessageId(cacheKey)\n\n                            if (cachedData == null || messageId == null) {\n                                // \u0421\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u043d\u0435 \u0431\u044b\u043b\u043e \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043e \u0440\u0430\u043d\u0435\u0435 \u0438\u043b\u0438 \u043d\u0435\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043e messageId\n                                sendLanguageUpdateEmbed(\n                                    modsChannel,\n                                    mod.name,\n                                    newLanguageData,\n                                    ruChanged,\n                                    enChanged,\n                                    cacheKey,\n                                    dataForCache\n                                )\n                            } else if (!cachedData.contentEquals(dataForCache)) {\n                                // \u0414\u0430\u043d\u043d\u044b\u0435 \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c, \u043f\u044b\u0442\u0430\u0435\u043c\u0441\u044f \u043e\u0431\u043d\u043e\u0432\u0438\u0442\u044c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435\n                                val messageExists = checkMessageExists(modsChannel, messageId)\n                                if (messageExists) {\n                                    // \u041e\u0431\u043d\u043e\u0432\u043b\u044f\u0435\u043c \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435\n                                    val embedBuilder =\n                                        buildLanguageEmbed(mod.name, newLanguageData, ruChanged, enChanged)\n                                    val attachments = buildAttachments(mod.name, newLanguageData)\n                                    modsChannel.editMessageEmbedsById(messageId, embedBuilder.build())\n                                        .setFiles(attachments)\n                                        .queue()\n                                    // \u041e\u0431\u043d\u043e\u0432\u043b\u044f\u0435\u043c \u043a\u0435\u0448\n                                    messageCache.saveMessage(cacheKey, dataForCache, messageId)\n                                } else {\n                                    // \u0421\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0443\u0434\u0430\u043b\u0435\u043d\u043e, \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c \u0437\u0430\u043d\u043e\u0432\u043e\n                                    sendLanguageUpdateEmbed(\n                                        modsChannel,\n                                        mod.name,\n                                        newLanguageData,\n                                        ruChanged,\n                                        enChanged,\n                                        cacheKey,\n                                        dataForCache\n                                    )\n                                }\n                            } else {\n                                // \u0414\u0430\u043d\u043d\u044b\u0435 \u043d\u0435 \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c, \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c, \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043b\u0438 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435\n                                val messageExists = checkMessageExists(modsChannel, messageId)\n                                if (!messageExists) {\n                                    // \u0421\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0431\u044b\u043b\u043e \u0443\u0434\u0430\u043b\u0435\u043d\u043e, \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c \u0437\u0430\u043d\u043e\u0432\u043e\n                                    sendLanguageUpdateEmbed(\n                                        modsChannel,\n                                        mod.name,\n                                        newLanguageData,\n                                        ruChanged,\n                                        enChanged,\n                                        cacheKey,\n                                        dataForCache\n                                    )\n                                }\n                            }\n                        }\n                    }\n                } catch (e: Exception) {\n                    println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0435 \u043c\u043e\u0434\u0430 ${mod.name}: ${e.message}\")\n                }\n            }\n        }\n    }\n\n    private fun buildLanguageEmbed(\n        modName: String,\n        languageData: ModLanguageData,\n        ruChanged: Boolean,\n        enChanged: Boolean\n    ): net.dv8tion.jda.api.EmbedBuilder {\n        val embedBuilder = net.dv8tion.jda.api.EmbedBuilder()\n            .setTitle(\"\u041c\u043e\u0434 $modName \u043e\u0431\u043d\u043e\u0432\u0438\u043b\u0441\u044f!\")\n            .setDescription(\"\u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u0432\u044b \u0437\u0430\u0445\u043e\u0442\u0438\u0442\u0435 \u043e\u0431\u043d\u043e\u0432\u0438\u0442\u044c \u0441\u0432\u043e\u0438 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044b.\")\n            .addField(\"\u0412\u0435\u0440\u0441\u0438\u044f \u043c\u043e\u0434\u0430\", languageData.modVersion ?: \"\u041d\u0435\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e\", true)\n            .setColor(0x50FA7B)\n\n        val changesDescription = when {\n            ruChanged && enChanged -> \"\u0418\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u043e\u0431\u0430 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u0430: `ru_ru` \u0438 `en_us`.\"\n            ruChanged -> \"\u0418\u0437\u043c\u0435\u043d\u0438\u043b\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e `ru_ru`.\"\n            enChanged -> \"\u0418\u0437\u043c\u0435\u043d\u0438\u043b\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e `en_us`.\"\n            else -> \"\u041d\u0435\u0442 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439 \u0432 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u0430\u0445.\"\n        }\n\n        embedBuilder.addField(\"\u041a\u0430\u043a\u0438\u0435 \u0438\u0437 \u0444\u0430\u0439\u043b\u043e\u0432 \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c\", changesDescription, false)\n        return embedBuilder\n    }\n\n    private fun buildAttachments(modName: String, languageData: ModLanguageData): List<FileUpload> {\n        val attachments = mutableListOf<FileUpload>()\n        languageData.ruRu?.let {\n            attachments.add(FileUpload.fromData(it, \"${modName}_ru_ru.json\"))\n        }\n        languageData.enUs?.let {\n            attachments.add(FileUpload.fromData(it, \"${modName}_en_us.json\"))\n        }\n        return attachments\n    }\n\n    private fun checkMessageExists(channel: NewsChannel, messageId: String): Boolean {\n        return try {\n            val message = channel.retrieveMessageById(messageId).complete()\n            message != null\n        } catch (e: Exception) {\n            // \u0421\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d\u043e \u0438\u043b\u0438 \u043d\u0435\u0442 \u0434\u043e\u0441\u0442\u0443\u043f\u0430\n            false\n        }\n    }\n\n    private fun sendLanguageUpdateEmbed(\n        channel: NewsChannel,\n        modName: String,\n        languageData: ModLanguageData,\n        ruChanged: Boolean,\n        enChanged: Boolean,\n        cacheKey: String,\n        dataForCache: ByteArray\n    ) {\n        ensureMessage(\n            channel = channel,\n            cacheKey = cacheKey,\n            dataForCache = dataForCache,\n            messageCache = messageCache, // \u041f\u0435\u0440\u0435\u0434\u0430\u0435\u043c \u0432\u0430\u0448 \u043e\u0431\u044a\u0435\u043a\u0442 messageCache\n            buildEmbed = {\n                val embedBuilder = net.dv8tion.jda.api.EmbedBuilder()\n                    .setTitle(\"\u041c\u043e\u0434 $modName \u043e\u0431\u043d\u043e\u0432\u0438\u043b\u0441\u044f!\")\n                    .setDescription(\"\u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u0432\u044b \u0437\u0430\u0445\u043e\u0442\u0438\u0442\u0435 \u043e\u0431\u043d\u043e\u0432\u0438\u0442\u044c \u0441\u0432\u043e\u0438 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044b.\")\n                    .addField(\"\u0412\u0435\u0440\u0441\u0438\u044f \u043c\u043e\u0434\u0430\", languageData.modVersion ?: \"\u041d\u0435\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e\", true)\n                    .setColor(0x50FA7B)\n\n                val changesDescription = when {\n                    ruChanged && enChanged -> \"\u0418\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u043e\u0431\u0430 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u0430: `ru_ru` \u0438 `en_us`.\"\n                    ruChanged -> \"\u0418\u0437\u043c\u0435\u043d\u0438\u043b\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e `ru_ru`.\"\n                    enChanged -> \"\u0418\u0437\u043c\u0435\u043d\u0438\u043b\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e `en_us`.\"\n                    else -> \"\u041d\u0435\u0442 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439 \u0432 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u0430\u0445.\"\n                }\n\n                embedBuilder.addField(\"\u041a\u0430\u043a\u0438\u0435 \u0438\u0437 \u0444\u0430\u0439\u043b\u043e\u0432 \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c\", changesDescription, false)\n                embedBuilder.build()\n            },\n            buildAttachments = {\n                val attachments = mutableListOf<FileUpload>()\n                languageData.ruRu?.let {\n                    attachments.add(FileUpload.fromData(it, \"${modName}_ru_ru.json\"))\n                }\n                languageData.enUs?.let {\n                    attachments.add(FileUpload.fromData(it, \"${modName}_en_us.json\"))\n                }\n                attachments\n            }\n        )\n    }\n\n    private fun buildEmbed(release: ReleaseInfo): MessageEmbed {\n        val releaseType = when (release.releaseType) {\n            \"internal\" -> \"\u0412\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0435\u0435 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\"\n            \"alpha\" -> \"\u0410\u043b\u044c\u0444\u0430\"\n            \"beta\" -> \"\u0411\u0435\u0442\u0430\"\n            \"production\" -> \"\u0420\u0435\u043b\u0438\u0437\"\n            else -> release.releaseType\n        }\n        val embedBuilder = net.dv8tion.jda.api.EmbedBuilder()\n            .setTitle(\"\u0412\u044b\u0448\u043b\u0430 \u043d\u043e\u0432\u0430\u044f \u0432\u0435\u0440\u0441\u0438\u044f \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u043e\u0432\")\n            .setDescription(\"\u041f\u0440\u043e\u0442\u0435\u0441\u0442\u0438\u0440\u0443\u0439\u0442\u0435 \u0435\u0451!\")\n            .addField(\"\u0412\u0435\u0440\u0441\u0438\u044f\", release.versionName, true)\n            .addField(\"\u0422\u0438\u043f \u0432\u044b\u043f\u0443\u0441\u043a\u0430\", releaseType, true)\n            .addField(\"\u0421\u043f\u0438\u0441\u043e\u043a \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439\", release.releaseNotes, false)\n            .setThumbnail(\"https://lh3.googleusercontent.com/g-SDH_bNyQg5IZgsO0Ft1enmz72Cm-e94nOb-wLu3JtSISKmQk-sO_2atrv8K8TAkg\")\n            .setColor(0x50FA7B)\n        return embedBuilder.build()\n    }\n\n    private suspend fun getLanguageFiles(mod: ModConfig, client: HttpClient, apiKey: String): ModLanguageData? {\n        // \u041f\u043e\u043f\u044b\u0442\u043a\u0430 \u043d\u0430\u0439\u0442\u0438 \u043c\u043e\u0434 \u043d\u0430 Modrinth\n        try {\n            if (!mod.modrinthId.isNullOrBlank()) {\n                val modrinthData = getModrinthLanguageFiles(mod.modrinthId, client)\n                if (modrinthData != null) return modrinthData\n            } else {\n                val modrinthDataByName = searchModrinthByName(mod.name, client)\n                if (modrinthDataByName != null) return modrinthDataByName\n            }\n        } catch (e: Exception) {\n            println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u0438 \u043a Modrinth \u0434\u043b\u044f \u043c\u043e\u0434\u0430 ${mod.name}: ${e.message}\")\n            // \u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u0435\u043c \u043a CurseForge\n        }\n\n        // \u041f\u043e\u043f\u044b\u0442\u043a\u0430 \u043d\u0430\u0439\u0442\u0438 \u043c\u043e\u0434 \u043d\u0430 CurseForge\n        try {\n            if (!mod.curseForgeId.isNullOrBlank()) {\n                val curseForgeData = getCurseForgeLanguageFiles(mod.curseForgeId, client, apiKey)\n                if (curseForgeData != null) return curseForgeData\n            } else {\n                val curseForgeDataByName = searchCurseForgeByName(mod.name, client, apiKey)\n                if (curseForgeDataByName != null) return curseForgeDataByName\n            }\n        } catch (e: Exception) {\n            println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u0438 \u043a CurseForge \u0434\u043b\u044f \u043c\u043e\u0434\u0430 ${mod.name}: ${e.message}\")\n        }\n\n        // \u0415\u0441\u043b\u0438 \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d\u043e\n        return null\n    }\n\n    private suspend fun getModrinthLanguageFiles(modrinthId: String, client: HttpClient): ModLanguageData? {\n        // \u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u0432\u0435\u0440\u0441\u0438\u0439 \u043c\u043e\u0434\u0430\n        val versions: List<ModrinthVersion> =\n            client.get(\"https://api.modrinth.com/v2/project/$modrinthId/version\").body()\n        if (versions.isEmpty()) return null\n\n        // \u041f\u0440\u0435\u0434\u043f\u043e\u043b\u0430\u0433\u0430\u0435\u043c, \u0447\u0442\u043e \u043f\u0435\u0440\u0432\u0430\u044f \u0432\u0435\u0440\u0441\u0438\u044f \u0441\u0430\u043c\u0430\u044f \u043d\u043e\u0432\u0430\u044f\n        val latestVersion = versions.first()\n        val fileInfo = latestVersion.files.find { it.primary } ?: latestVersion.files.firstOrNull() ?: return null\n\n        // \u0421\u043a\u0430\u0447\u0438\u0432\u0430\u043d\u0438\u0435 JAR-\u0444\u0430\u0439\u043b\u0430\n        val jarBytes: ByteArray = client.get(fileInfo.url).body()\n\n        // \u0418\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432\n        val languageData = extractLanguageFiles(jarBytes)\n\n        // \u0421\u043e\u0437\u0434\u0430\u0451\u043c \u043d\u043e\u0432\u044b\u0439 \u044d\u043a\u0437\u0435\u043c\u043f\u043b\u044f\u0440 \u0441 \u043e\u0431\u043d\u043e\u0432\u043b\u0451\u043d\u043d\u044b\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u043c\u0438\n        val updatedLanguageData = languageData.copy(\n            modVersion = latestVersion.version_number,\n            releaseDate = latestVersion.date_published\n        )\n\n        return updatedLanguageData\n    }\n\n    private suspend fun searchModrinthByName(name: String, client: HttpClient): ModLanguageData? {\n        val searchResponse: ModrinthSearchResponse = client.get(\"https://api.modrinth.com/v2/search\") {\n            parameter(\"query\", name)\n            parameter(\"limit\", 1)\n        }.body()\n\n        if (searchResponse.hits.isEmpty()) return null\n\n        return getModrinthLanguageFiles(searchResponse.hits[0].id, client)\n    }\n\n    private suspend fun getCurseForgeLanguageFiles(\n        curseForgeId: String,\n        client: HttpClient,\n        apiKey: String\n    ): ModLanguageData? {\n        // \u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u0441\u043f\u0438\u0441\u043a\u0430 \u0444\u0430\u0439\u043b\u043e\u0432 \u043c\u043e\u0434\u0430\n        val filesResponse: CurseForgeFileResponse =\n            client.get(\"https://api.curseforge.com/v1/mods/$curseForgeId/files\") {\n                header(\"x-api-key\", apiKey)\n            }.body()\n\n        if (filesResponse.data.isEmpty()) return null\n\n        // \u041f\u0440\u0435\u0434\u043f\u043e\u043b\u0430\u0433\u0430\u0435\u043c, \u0447\u0442\u043e \u043f\u0435\u0440\u0432\u044b\u0439 \u0444\u0430\u0439\u043b \u0441\u0430\u043c\u044b\u0439 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0439\n        val fileData = filesResponse.data.firstOrNull { !it.downloadUrl.isNullOrBlank() } ?: return null\n        val downloadUrl = fileData.downloadUrl!!\n\n        // \u0421\u043a\u0430\u0447\u0438\u0432\u0430\u043d\u0438\u0435 JAR-\u0444\u0430\u0439\u043b\u0430\n        val jarBytes: ByteArray = client.get(downloadUrl).body()\n\n        // \u0418\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0444\u0430\u0439\u043b\u043e\u0432\n        val languageData = extractLanguageFiles(jarBytes)\n\n        // \u0421\u043e\u0437\u0434\u0430\u0451\u043c \u043d\u043e\u0432\u044b\u0439 \u044d\u043a\u0437\u0435\u043c\u043f\u043b\u044f\u0440 \u0441 \u043e\u0431\u043d\u043e\u0432\u043b\u0451\u043d\u043d\u044b\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u043c\u0438\n        val updatedLanguageData = languageData.copy(\n            modVersion = fileData.displayName,\n            releaseDate = fileData.fileDate\n        )\n\n        return updatedLanguageData\n    }\n\n    private suspend fun searchCurseForgeByName(\n        name: String,\n        client: HttpClient,\n        apiKey: String\n    ): ModLanguageData? {\n        val searchResponse: CurseForgeSearchResponse = client.get(\"https://api.curseforge.com/v1/mods/search\") {\n            header(\"x-api-key\", apiKey)\n            parameter(\"gameId\", 432) // ID \u0438\u0433\u0440\u044b Minecraft\n            parameter(\"searchFilter\", name)\n            parameter(\"pageSize\", 1)\n        }.body()\n\n        if (searchResponse.data.isEmpty()) return null\n\n        val modId = searchResponse.data.first().id\n        return getCurseForgeLanguageFiles(modId.toString(), client, apiKey)\n    }\n\n    private fun extractLanguageFiles(jarBytes: ByteArray): ModLanguageData {\n        val jarInputStream = ZipInputStream(jarBytes.inputStream())\n        var ruRuBytes: ByteArray? = null\n        var enUsBytes: ByteArray? = null\n        var modVersion: String? = null\n        var releaseDate: String? = null\n\n        var entry = jarInputStream.nextEntry\n        while (entry != null) {\n            val name = entry.name.lowercase()\n            when {\n                name.matches(Regex(\"\"\".*/lang/ru_ru\\.(json|lang|properties)$\"\"\")) -> {\n                    val baos = ByteArrayOutputStream()\n                    jarInputStream.copyTo(baos)\n                    ruRuBytes = baos.toByteArray()\n                }\n\n                name.matches(Regex(\"\"\".*/lang/en_us\\.(json|lang|properties)$\"\"\")) -> {\n                    val baos = ByteArrayOutputStream()\n                    jarInputStream.copyTo(baos)\n                    enUsBytes = baos.toByteArray()\n                }\n\n                name.matches(Regex(\"\"\".*/mods\\.toml$\"\"\")) -> {\n                    // \u0418\u0437\u0432\u043b\u0435\u043a\u0430\u0435\u043c \u0432\u0435\u0440\u0441\u0438\u044e \u043c\u043e\u0434\u0430 \u0438\u0437 mods.toml\n                    val baos = ByteArrayOutputStream()\n                    jarInputStream.copyTo(baos)\n                    val modsTomlContent = baos.toString(\"UTF-8\")\n                    modVersion = parseModVersionFromModsToml(modsTomlContent)\n                }\n            }\n            jarInputStream.closeEntry()\n            if (ruRuBytes != null && enUsBytes != null && modVersion != null) {\n                break // \u041d\u0430\u0448\u043b\u0438 \u0432\u0441\u0435 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0435\n            }\n            entry = jarInputStream.nextEntry\n        }\n        jarInputStream.close()\n        return ModLanguageData(ruRuBytes, enUsBytes, modVersion, releaseDate)\n    }\n\n    private fun parseModVersionFromModsToml(modsTomlContent: String): String? {\n        val versionRegex = Regex(\"\"\"\\s*version\\s*=\\s*\"([^\"]+)\"\"\"\")\n        val matchResult = versionRegex.find(modsTomlContent)\n        return matchResult?.groups?.get(1)?.value\n    }\n\n    override fun onSlashCommandInteraction(event: SlashCommandInteractionEvent) {\n        val commandName = event.name\n        if (commandName == \"tontaro\" || commandName == \"\u0442\u043e\u043d\u0442\u0430\u0440\u043e\") {\n            // \u041f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c ID \u043a\u0430\u043d\u0430\u043b\u0430\n            val channelId = event.channel.id\n            val allowedChannels = listOf(\"878021004838969376\", \"927956548200841286\")\n            if (channelId !in allowedChannels) {\n                event.reply(\"\u042d\u0442\u0430 \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u043d\u0435\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0430 \u0432 \u044d\u0442\u043e\u043c \u043a\u0430\u043d\u0430\u043b\u0435.\").setEphemeral(true).queue()\n                return\n            }\n\n            // \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043a\u043e\u043c\u0430\u043d\u0434\u044b\n            globalScope.launch {\n                try {\n                    val post = fetchRandomImBoPost()\n                    if (post != null && post.file.url != null) {\n                        val imageUrl = post.file.url\n                        val embed = net.dv8tion.jda.api.EmbedBuilder()\n                            // .setTitle(\"\u0421\u043b\u0443\u0447\u0430\u0439\u043d\u044b\u0439 \u0430\u0440\u0442 \u043e\u0442 Tontaro\")\n                            .setImage(imageUrl)\n                            // .setUrl(\"https://imBo.net/posts/${post.id}\")\n                            // .setFooter(\"\u0410\u0432\u0442\u043e\u0440: Tontaro\")\n                            .setColor(0x50FA7B)\n                            .build()\n\n                        event.replyEmbeds(embed).queue()\n                    } else {\n                        event.reply(\"\u041d\u0435 \u0443\u0434\u0430\u043b\u043e\u0441\u044c \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0430\u0440\u0442. \u041f\u043e\u043f\u0440\u043e\u0431\u0443\u0439\u0442\u0435 \u043f\u043e\u0437\u0436\u0435.\").setEphemeral(true).queue()\n                    }\n                } catch (e: Exception) {\n                    println(\"\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0438 \u043a\u043e\u043c\u0430\u043d\u0434\u044b /$commandName: ${e.message}\")\n                    event.reply(\"\u041f\u0440\u043e\u0438\u0437\u043e\u0448\u043b\u0430 \u043e\u0448\u0438\u0431\u043a\u0430. \u041f\u043e\u043f\u0440\u043e\u0431\u0443\u0439\u0442\u0435 \u043f\u043e\u0437\u0436\u0435.\").setEphemeral(true).queue()\n                }\n            }\n        }\n    }\n\n    private suspend fun fetchRandomImBoPost(): ImBoPost? {\n        val response: ImBoResponse = client.get(\"https://imBo.net/posts.json\") {\n            header(\"User-Agent\", config.imBoUserAgent)\n            parameter(\"tags\", \"tontaro -rating:explicit order:random\")\n            parameter(\"limit\", 1)\n        }.body()\n\n        return response.posts.firstOrNull()\n    }\n\n    private suspend fun <T> retryIO(\n        times: Int = 3,\n        initialDelay: Long = 100,\n        maxDelay: Long = 1000,\n        factor: Double = 2.0,\n        block: suspend () -> T\n    ): T {\n        var currentDelay = initialDelay\n        repeat(times - 1) {\n            try {\n                return block()\n            } catch (e: Exception) {\n                println(\"\u041d\u0435\u0443\u0434\u0430\u0447\u043d\u0430\u044f \u043f\u043e\u043f\u044b\u0442\u043a\u0430: ${e.message}\")\n                delay(currentDelay)\n                currentDelay = (currentDelay * factor).toLong().coerceAtMost(maxDelay)\n            }\n        }\n        return block()\n    }\n\n    private val client = HttpClient(CIO) {\n        install(ContentNegotiation) {\n            json(Json { ignoreUnknownKeys = true })\n        }\n        // \u0423\u0432\u0435\u043b\u0438\u0447\u0438\u0432\u0430\u0435\u043c \u0442\u0430\u0439\u043c-\u0430\u0443\u0442\u044b\n        engine {\n            requestTimeout = 10000 // 10 \u0441\u0435\u043a\u0443\u043d\u0434\n        }\n    }\n}\n\n// \u041e\u0431\u0449\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438\n\nprivate fun ensureMessage(\n    channel: NewsChannel,\n    cacheKey: String,\n    dataForCache: ByteArray,\n    messageCache: MessageCache,\n    buildEmbed: () -> MessageEmbed,\n    buildAttachments: () -> List<FileUpload> = { emptyList() }\n) {\n    val cachedData = messageCache.getMessageData(cacheKey)\n    val messageId = messageCache.getMessageId(cacheKey)\n\n    if (cachedData == null || messageId == null || !cachedData.contentEquals(dataForCache)) {\n        sendOrUpdateMessage(channel, cacheKey, dataForCache, messageCache, buildEmbed, buildAttachments)\n    } else {\n        if (!doesMessageExist(channel, messageId)) {\n            sendOrUpdateMessage(channel, cacheKey, dataForCache, messageCache, buildEmbed, buildAttachments)\n        }\n    }\n}\n\nprivate fun sendOrUpdateMessage(\n    channel: NewsChannel,\n    cacheKey: String,\n    dataForCache: ByteArray,\n    messageCache: MessageCache,\n    buildEmbed: () -> MessageEmbed,\n    buildAttachments: () -> List<FileUpload>\n) {\n    channel.sendMessageEmbeds(buildEmbed())\n        .addFiles(buildAttachments())\n        .queue { message ->\n            messageCache.saveMessage(cacheKey, dataForCache, message.id)\n        }\n}\n\nprivate fun doesMessageExist(channel: NewsChannel, messageId: String): Boolean {\n    return try {\n        val message = channel.retrieveMessageById(messageId).complete()\n        message != null\n    } catch (e: Exception) {\n        // \u0421\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d\u043e \u0438\u043b\u0438 \u043e\u0448\u0438\u0431\u043a\u0430 \u0434\u043e\u0441\u0442\u0443\u043f\u0430\n        false\n    }\n}\n\nGooglePlayPublisher.kt\n\npackage ru.deflecta.auroomy\n\nimport com.google.api.client.googleapis.auth.oauth2.GoogleCredential\nimport com.google.api.services.androidpublisher.AndroidPublisher\n\nclass GooglePlayPublisher {\n    private val applicationName = \"Auroomy\"\n    private val packageName = \"ru.deflecta.fnwb\"\n\n    private val androidPublisher: AndroidPublisher\n\n    init {\n        // \u0417\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u0435 \u0443\u0447\u0435\u0442\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435\n        val credentialsStream = this::class.java.getResourceAsStream(\"/service_account.json\")\n        val credential = GoogleCredential.fromStream(credentialsStream)\n            .createScoped(listOf(\"https://www.googleapis.com/auth/androidpublisher\"))\n\n        androidPublisher = AndroidPublisher.Builder(\n            com.google.api.client.http.javanet.NetHttpTransport(),\n            com.google.api.client.json.jackson2.JacksonFactory.getDefaultInstance(),\n            credential\n        )\n            .setApplicationName(applicationName)\n            .build()\n    }\n\n    fun getLatestRelease(): ReleaseInfo? {\n        val tracks = androidPublisher.Edits().tracks()\n        val edit = androidPublisher.edits().insert(packageName, null).execute()\n        val trackResult = tracks.list(packageName, edit.id).execute()\n\n        val allReleases = trackResult.tracks.flatMap { track ->\n            track.releases?.map { release ->\n                ReleaseInfo(\n                    versionCode = release.versionCodes?.maxOrNull() ?: 0,\n                    versionName = release.name ?: \"Unknown\",\n                    releaseNotes = release.releaseNotes\n                        ?.filter { it.language == \"ru-RU\" } // \u0424\u0438\u043b\u044c\u0442\u0440\u0443\u0435\u043c \u0437\u0430\u043c\u0435\u0442\u043a\u0438 \u043f\u043e \u044f\u0437\u044b\u043a\u043e\u0432\u043e\u043c\u0443 \u043a\u043e\u0434\u0443\n                        ?.joinToString(\"\\n\") { it.text } ?: \"\",\n                    releaseType = track.track\n                )\n            } ?: emptyList()\n        }\n// \u041f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u0440\u0435\u043b\u0438\u0437 \u0441 \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u043c versionCode\n        return allReleases.maxByOrNull { it.versionCode }\n    }\n}\n\ndata class ReleaseInfo(\n    val versionCode: Long,\n    val versionName: String,\n    val releaseNotes: String,\n    val releaseType: String\n)\n\nMessageCache.kt\n\npackage ru.deflecta.auroomy\n\nimport java.io.File\nimport java.util.concurrent.ConcurrentHashMap\nimport kotlinx.serialization.*\nimport kotlinx.serialization.json.*\nimport java.util.Base64\n\n@Serializable\ndata class CachedMessage(val key: String, val data: String, val messageId: String)\n\nclass MessageCache {\n    private val cacheFile = File(\"messageCache.json\")\n    private val cacheMap = ConcurrentHashMap<String, CachedMessage>()\n\n    init {\n        if (cacheFile.exists()) {\n            val jsonString = cacheFile.readText()\n            val cachedMessages = Json.decodeFromString<List<CachedMessage>>(jsonString)\n            for (cachedMessage in cachedMessages) {\n                cacheMap[cachedMessage.key] = cachedMessage\n            }\n        }\n    }\n\n    fun isAlreadySent(key: String, data: ByteArray): Boolean {\n        val cachedMessage = cacheMap[key]\n        if (cachedMessage == null) return false\n        val cachedData = Base64.getDecoder().decode(cachedMessage.data)\n        return cachedData.contentEquals(data)\n    }\n\n    fun saveMessage(key: String, data: ByteArray, messageId: String) {\n        val dataString = Base64.getEncoder().encodeToString(data)\n        cacheMap[key] = CachedMessage(key, dataString, messageId)\n        saveToFile()\n    }\n\n    fun getMessageData(key: String): ByteArray? {\n        val cachedMessage = cacheMap[key] ?: return null\n        return Base64.getDecoder().decode(cachedMessage.data)\n    }\n\n    fun getMessageId(key: String): String? {\n        return cacheMap[key]?.messageId\n    }\n\n    private fun saveToFile() {\n        val cachedMessages = cacheMap.values.toList()\n        val jsonString = Json.encodeToString(cachedMessages)\n        cacheFile.writeText(jsonString)\n    }\n}\n\nModels.kt\n\npackage ru.deflecta.auroomy\n\nimport kotlinx.serialization.SerialName\nimport kotlinx.serialization.Serializable\n\n@Serializable\ndata class Config(\n    val discordToken: String,\n    val googlePlayChannelId: String,\n    val modsChannelId: String,\n    val curseForgeApiKey: String,\n    val imBoUserAgent: String,\n    val russianFeedChannelId: String,\n    val englishFeedChannelId: String,\n    val mods: List<ModConfig>\n)\n\n@Serializable\ndata class ModConfig(\n    val modrinthId: String? = null,\n    val curseForgeId: String? = null,\n    val name: String\n)\n\n@Serializable\ndata class ModrinthProject(\n    @SerialName(\"project_id\") val id: String,\n    val slug: String,\n    val title: String\n    // \u0414\u043e\u0431\u0430\u0432\u044c\u0442\u0435 \u0434\u0440\u0443\u0433\u0438\u0435 \u043f\u043e\u043b\u044f \u043f\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438\n)\n\n@Serializable\ndata class ModrinthVersion(\n    val id: String,\n    val version_number: String,\n    val date_published: String, // ISO 8601 format\n    val files: List<ModrinthFile>\n)\n\n@Serializable\ndata class ModrinthFile(\n    val url: String,\n    val primary: Boolean\n)\n\n@Serializable\ndata class CurseForgeFileResponse(\n    val data: List<CurseForgeFileData>\n)\n\n@Serializable\ndata class CurseForgeFileData(\n    val downloadUrl: String?,\n    val displayName: String,\n    val fileDate: String // ISO 8601 format\n)\n\n@Serializable\ndata class CurseForgeSearchResponse(\n    val data: List<CurseForgeProject>\n)\n\n@Serializable\ndata class CurseForgeProject(\n    val id: Int,\n    val name: String\n)\n\n@Serializable\ndata class ModrinthSearchResponse(\n    val hits: List<ModrinthProject>,\n    val offset: Int,\n    val limit: Int,\n    val total_hits: Int\n)\n\n@Serializable\ndata class ModLanguageData(\n    val ruRu: ByteArray?,\n    val enUs: ByteArray?,\n    val modVersion: String? = null,\n    val releaseDate: String? = null\n)\n\n@Serializable\ndata class ImBoPost(\n    val id: Long,\n    val file: ImBoFile,\n    val tags: ImBoTags,\n    val rating: String,\n    val created_at: String // \u043c\u043e\u0436\u043d\u043e \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043f\u0440\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438\n)\n\n@Serializable\ndata class ImBoFile(\n    val url: String?\n)\n\n@Serializable\ndata class ImBoTags(\n    val artist: List<String>\n)\n\n@Serializable\ndata class ImBoResponse(\n    val posts: List<ImBoPost>\n)\n\nReleaseCache.kt\n\npackage ru.deflecta.auroomy\n\nobject ReleaseCache {\n    private val versionMessageMap = mutableMapOf<Long, String>()\n    private val versionChangelogMap = mutableMapOf<Long, String>()\n\n    fun getMessageId(versionCode: Long): String? {\n        return versionMessageMap[versionCode]\n    }\n\n    fun saveMessageId(versionCode: Long, messageId: String) {\n        versionMessageMap[versionCode] = messageId\n    }\n\n    fun getChangelog(versionCode: Long): String? {\n        return versionChangelogMap[versionCode]\n    }\n\n    fun updateChangelog(versionCode: Long, changelog: String) {\n        versionChangelogMap[versionCode] = changelog\n    }\n}"},{"assistant_initiates":false,"asst_text":"In the morning after sunrise, the Sun rises in the **east** and moves towards the **south** as the day progresses. Here's a step-by-step breakdown of the scenario:\n\n1. **Sun Position:** Since it's morning, the Sun is in the eastern part of the sky.\n2. **Shadow Direction:** The shadow of the pillar will be cast in the direction opposite to the Sun. Therefore, the shadow points towards the **west**.\n3. **Ramesh\u2019s Orientation:**\n   - Ramesh is facing the pillar.\n   - The shadow of the pillar is to his **right**.\n   - This means the west is to his right.\n   - If west is to his right, then he must be facing **south**.\n\n**Conclusion:** Ramesh is facing **south**.\n\n**Answer:** He was facing south.","behavior":"degenerate_repetition","conversation_hash":"d6101318ee4a190b7f6b6136cadd7fb5","conversation_redacted":false,"conversation_toxic":false,"country":"India","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"English","model":"o1-mini-2024-09-12","n_chars":849,"n_turns_in_conversation":1,"n_words":145,"source_row_offset":2664,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 04:27:53 GMT","turn_id":"04f163a3c4bdfb5bc898f634","turn_index":0,"user_text":"One morning after sunrise, Ramesh was standing facing a pillar. The shadow of the pillar fell exactly to his right. To which direction was he facing?"},{"assistant_initiates":false,"asst_text":"Hello! How can I assist you today?","behavior":"degenerate_repetition","conversation_hash":"1bc275c623028143cd1d5e570fb44bbd","conversation_redacted":false,"conversation_toxic":false,"country":"United States","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Sotho","model":"gpt-4o-2024-08-06","n_chars":40,"n_turns_in_conversation":1,"n_words":8,"source_row_offset":2665,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 04:29:47 GMT","turn_id":"cb830d989ee8acca8c77a288","turn_index":0,"user_text":"hello"},{"assistant_initiates":false,"asst_text":"\u60a8\u597d\uff0c\u611f\u8c22\u60a8\u7684\u63d0\u95ee\u3002\n\n**\u8499\u53e4\u6591**\uff08Mongolian spots\uff09\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u826f\u6027\u76ae\u80a4\u73b0\u8c61\uff0c\u4e3b\u8981\u51fa\u73b0\u5728\u65b0\u751f\u513f\u548c\u5a74\u5e7c\u513f\u8eab\u4e0a\uff0c\u5c24\u5176\u5728\u4e9a\u6d32\u3001\u975e\u6d32\u548c\u7f8e\u6d32\u7684\u513f\u7ae5\u4e2d\u66f4\u4e3a\u5e38\u89c1\u3002\u8499\u53e4\u6591\u901a\u5e38\u8868\u73b0\u4e3a\u81c0\u90e8\u3001\u4e0b\u80cc\u90e8\u3001\u5927\u817f\u5185\u4fa7\u7b49\u90e8\u4f4d\u7684\u84dd\u7070\u8272\u6216\u9752\u8272\u6591\u5757\u3002\n\n### \u8499\u53e4\u6591\u7684\u7279\u70b9\uff1a\n1. **\u989c\u8272\u548c\u4f4d\u7f6e**\uff1a\u901a\u5e38\u4e3a\u84dd\u7070\u8272\u6216\u9752\u8272\uff0c\u5e38\u89c1\u4e8e\u81c0\u90e8\u3001\u4e0b\u80cc\u90e8\u3001\u5927\u817f\u5185\u4fa7\u7b49\u90e8\u4f4d\u3002\n2. **\u5f62\u72b6\u548c\u5927\u5c0f**\uff1a\u5f62\u72b6\u4e0d\u89c4\u5219\uff0c\u5927\u5c0f\u4e0d\u4e00\uff0c\u6709\u65f6\u53ef\u8f83\u5927\u3002\n3. **\u6210\u56e0**\uff1a\u7531\u4e8e\u76ae\u80a4\u4e0b\u7684\u9ed1\u8272\u7d20\u7ec6\u80de\u672a\u5b8c\u5168\u4e0a\u79fb\u81f3\u8868\u76ae\uff0c\u505c\u7559\u5728\u771f\u76ae\u5c42\u6240\u81f4\u3002\u8fd9\u662f\u4e00\u79cd\u6b63\u5e38\u7684\u751f\u7406\u73b0\u8c61\uff0c\u901a\u5e38\u4e0e\u9057\u4f20\u56e0\u7d20\u6709\u5173\u3002\n\n### \u6d88\u9000\u65f6\u95f4\uff1a\n\u8499\u53e4\u6591\u901a\u5e38\u4f1a\u968f\u7740\u513f\u7ae5\u7684\u6210\u957f\u9010\u6e10\u6d88\u9000\u3002\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u8fd9\u4e9b\u6591\u5757\u4f1a\u5728 **2\u5c81\u5de6\u53f3** \u65f6\u9010\u6e10\u6de1\u5316\uff0c\u6709\u4e9b\u751a\u81f3\u5728\u9752\u6625\u671f\u524d\u5b8c\u5168\u6d88\u5931\u3002\u6781\u5c11\u6570\u60c5\u51b5\u4e0b\uff0c\u6591\u5757\u53ef\u80fd\u4f1a\u6301\u7eed\u66f4\u957f\u65f6\u95f4\uff0c\u4f46\u4e00\u822c\u4e0d\u4f1a\u5f71\u54cd\u5065\u5eb7\u3002\n\n### \u4e0e\u6bcd\u4eb2\u5b55\u671f\u53f6\u9178\u53caDHA\u6444\u5165\u7684\u5173\u7cfb\uff1a\n\u76ee\u524d\uff0c\u5c1a\u65e0\u79d1\u5b66\u8bc1\u636e\u8868\u660e\u6bcd\u4eb2\u5728\u5b55\u671f\u6444\u5165\u53f6\u9178\uff08\u53f6\u9178\uff09\u548cDHA\uff08\u591a\u4e0d\u9971\u548c\u8102\u80aa\u9178\uff09\u4e0e\u5a74\u513f\u51fa\u73b0\u8499\u53e4\u6591\u6709\u76f4\u63a5\u5173\u8054\u3002\u8499\u53e4\u6591\u4e3b\u8981\u4e0e\u79cd\u65cf\u548c\u9057\u4f20\u56e0\u7d20\u76f8\u5173\uff0c\u800c\u4e0d\u662f\u4e0e\u7279\u5b9a\u7684\u5b55\u671f\u8425\u517b\u6444\u5165\u6709\u5173\u3002\u53f6\u9178\u548cDHA\u5728\u5b55\u671f\u5bf9\u80ce\u513f\u7684\u795e\u7ecf\u53d1\u80b2\u548c\u6574\u4f53\u5065\u5eb7\u6709\u91cd\u8981\u4f5c\u7528\uff0c\u4f46\u5b83\u4eec\u4e0d\u4f1a\u5bfc\u81f4\u6216\u9884\u9632\u8499\u53e4\u6591\u7684\u51fa\u73b0\u3002\n\n### \u5efa\u8bae\uff1a\n1. **\u89c2\u5bdf\u4e0e\u8bb0\u5f55**\uff1a\u7ee7\u7eed\u89c2\u5bdf\u5b69\u5b50\u7684\u76ae\u80a4\u53d8\u5316\uff0c\u5e76\u8bb0\u5f55\u6591\u5757\u7684\u53d8\u5316\u60c5\u51b5\u3002\n2. **\u54a8\u8be2\u4e13\u4e1a\u533b\u751f**\uff1a\u5982\u679c\u60a8\u5bf9\u6591\u5757\u7684\u6027\u8d28\u6709\u7591\u8651\uff0c\u5efa\u8bae\u5e26\u5b69\u5b50\u5230\u513f\u79d1\u6216\u76ae\u80a4\u79d1\u533b\u751f\u90a3\u91cc\u8fdb\u884c\u8fdb\u4e00\u6b65\u68c0\u67e5\uff0c\u4ee5\u6392\u9664\u5176\u4ed6\u53ef\u80fd\u6027\u3002\n3. **\u65e0\u9700\u8fc7\u5ea6\u62c5\u5fe7**\uff1a\u8499\u53e4\u6591\u662f\u4e00\u79cd\u826f\u6027\u7684\u73b0\u8c61\uff0c\u901a\u5e38\u4e0d\u9700\u8981\u7279\u522b\u5904\u7406\u3002\n\n\u5e0c\u671b\u8fd9\u4e9b\u4fe1\u606f\u5bf9\u60a8\u6709\u6240\u5e2e\u52a9\u3002\u5982\u6709\u8fdb\u4e00\u6b65\u7684\u95ee\u9898\uff0c\u5efa\u8bae\u54a8\u8be2\u4e13\u4e1a\u533b\u7597\u4eba\u58eb\u3002","behavior":"degenerate_repetition","conversation_hash":"590c2343bb2198b5ac845ef803580fcd","conversation_redacted":false,"conversation_toxic":false,"country":"Singapore","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Chinese","model":"o1-mini-2024-09-12","n_chars":761,"n_turns_in_conversation":1,"n_words":29,"source_row_offset":2666,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 04:29:50 GMT","turn_id":"2793b3879b4aae87a44d621b","turn_index":0,"user_text":"\u6211\u5973\u513f\u4e94\u4e2a\u6708\u4e86\uff0c\u4f46\u662f\u5c41\u80a1\u4e0a\u3001\u811a\u8e1d\u5904\u8fd8\u662f\u6709\u6bd4\u8f83\u5927\u5757\u7684\u9752\u8272\u6591\uff0c\u8bf7\u95ee\u8fd9\u662f\u8499\u53e4\u6591\u5417\uff1f\u5927\u6982\u591a\u4e45\u80fd\u6d88\u9000\u5462\uff1f\u8ddf\u5988\u5988\u5b55\u671f\u5403\u53f6\u9178\u53cadha\u6709\u5173\u7cfb\u5417"},{"assistant_initiates":false,"asst_text":"\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0431\u043e\u0442\u0430 \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u0432 Telegram \u043e \u043b\u0438\u0434\u0430\u0445 \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u2014 \u0437\u0430\u0434\u0430\u0447\u0430, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0430 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e API \u0438 \u0432\u0435\u0431\u0445\u0443\u043a\u043e\u0432. \u0412\u043e\u0442 \u043f\u043e\u0448\u0430\u0433\u043e\u0432\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f, \u043a\u0430\u043a \u044d\u0442\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c:\n\n### \u0428\u0430\u0433 1: \u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0431\u043e\u0442\u0430 \u0432 Telegram\n\n1. **\u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u043d\u043e\u0432\u043e\u0433\u043e \u0431\u043e\u0442\u0430**:\n   - \u041e\u0442\u043a\u0440\u043e\u0439\u0442\u0435 Telegram \u0438 \u043d\u0430\u0439\u0434\u0438\u0442\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f `@BotFather`.\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u0443 `/newbot`, \u0447\u0442\u043e\u0431\u044b \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u043e\u0433\u043e \u0431\u043e\u0442\u0430.\n   - \u0421\u043b\u0435\u0434\u0443\u0439\u0442\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f\u043c \u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 \u0442\u043e\u043a\u0435\u043d \u0434\u043b\u044f \u0432\u0430\u0448\u0435\u0433\u043e \u0431\u043e\u0442\u0430.\n\n### \u0428\u0430\u0433 2: \u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0442\u043e\u0440\u0430 \u0447\u0430\u0442\u0430\n\n1. **\u041f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0442\u043e\u0440 \u0432\u0430\u0448\u0435\u0433\u043e \u0447\u0430\u0442\u0430**:\n   - \u041d\u0430\u043f\u0438\u0448\u0438\u0442\u0435 \u0441\u0432\u043e\u0435\u043c\u0443 \u0431\u043e\u0442\u0443 \u043b\u044e\u0431\u043e\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435.\n   - \u041e\u0442\u043a\u0440\u043e\u0439\u0442\u0435 \u0431\u0440\u0430\u0443\u0437\u0435\u0440 \u0438 \u0432\u0432\u0435\u0434\u0438\u0442\u0435 URL:\n     ```\n     https://api.telegram.org/bot<\u0412\u0430\u0448_\u0422\u043e\u043a\u0435\u043d>/getUpdates\n     ```\n   - \u041d\u0430\u0439\u0434\u0438\u0442\u0435 `chat` \u0432 JSON-\u043e\u0442\u0432\u0435\u0442\u0435, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u0435\u0440\u043d\u0451\u0442 Telegram. \u0417\u0430\u043f\u043e\u043c\u043d\u0438\u0442\u0435 `chat_id`.\n\n### \u0428\u0430\u0433 3: \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u0411\u0438\u0442\u0440\u0438\u043a\u044124\n\n1. **\u041e\u0442\u043a\u0440\u043e\u0439\u0442\u0435 \u0440\u0430\u0437\u0434\u0435\u043b \"\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438\"** \u0432\u0430\u0448\u0435\u0433\u043e \u0411\u0438\u0442\u0440\u0438\u043a\u044124.\n2. **\u041f\u0435\u0440\u0435\u0439\u0434\u0438\u0442\u0435 \u0432 \"\u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438\"** \u0438 \u0432\u044b\u0431\u0435\u0440\u0438\u0442\u0435 \"\u0412\u0435\u0431\u0445\u0443\u043a\u0438\".\n3. **\u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0432\u0435\u0431\u0445\u0443\u043a**:\n   - \u0412\u0435\u0431\u0445\u0443\u043a \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d \u043d\u0430 \u0441\u043e\u0431\u044b\u0442\u0438\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0438\u043b\u0438 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u043b\u0438\u0434\u0430.\n   - \u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 URL \u0443\u043a\u0430\u0436\u0438\u0442\u0435 URL \u0432\u0430\u0448\u0435\u0433\u043e \u0441\u0435\u0440\u0432\u0435\u0440\u0430, \u0433\u0434\u0435 \u0431\u0443\u0434\u0435\u0442 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c\u0441\u044f \u0434\u0430\u043d\u043d\u044b\u0439 \u0432\u0435\u0431\u0445\u0443\u043a \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c\u0441\u044f \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0432 Telegram.\n\n### \u0428\u0430\u0433 4: \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0430 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439\n\n1. **\u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0441\u0435\u0440\u0432\u0435\u0440\u043d\u044b\u0439 \u0441\u043a\u0440\u0438\u043f\u0442** (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043d\u0430 PHP \u0438\u043b\u0438 Python), \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u043e\u0442 \u0432\u0435\u0431\u0445\u0443\u043a\u0430:\n   - \u041f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b \u043b\u0438\u0434\u0430 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0438\u043c\u044f, \u0442\u0435\u043b\u0435\u0444\u043e\u043d, \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u0438 \u0442. \u0434.) \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0438\u0437 \u0442\u0435\u043b\u0430 \u0437\u0430\u043f\u0440\u043e\u0441\u0430.\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 Telegram API \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f.\n\n\u041f\u0440\u0438\u043c\u0435\u0440 \u043a\u043e\u0434\u0430 \u043d\u0430 PHP:\n\n```php\n<?php\n// \u041f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u0434\u0430\u043d\u043d\u044b\u0435 \u0438\u0437 \u0432\u0435\u0431\u0445\u0443\u043a\u0430\n$input = json_decode(file_get_contents(\"php://input\"), true);\n\n// \u041f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c, \u0447\u0442\u043e \u044d\u0442\u043e \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043b\u0438\u0434\u0430\nif ($input[\"event\"] === \"ONCRMLEADADD\") {\n    $leadName = $input[\"data\"][\"fields\"][\"TITLE\"]; // \u041c\u0435\u043d\u044f\u0439\u0442\u0435 \u043f\u043e \u0441\u0432\u043e\u0438\u043c \u043f\u043e\u043b\u044f\u043c\n    $leadID = $input[\"data\"][\"fields\"][\"ID\"];\n    \n    // \u0424\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u043c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435\n    $message = \"\u041d\u043e\u0432\u044b\u0439 \u043b\u0438\u0434: $leadName (ID: $leadID)\";\n    \n    // \u041e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0432 Telegram\n    $chatId = \"<\u0412\u0430\u0448_Chat_ID>\";\n    $token = \"<\u0412\u0430\u0448_\u0422\u043e\u043a\u0435\u043d>\";\n    $url = \"https://api.telegram.org/bot$token/sendMessage?chat_id=$chatId&text=\" . urlencode($message);\n    \n    file_get_contents($url);\n}\n?>\n```\n\n### \u0428\u0430\u0433 5: \u0422\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\n\n1. **\u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0442\u0435\u0441\u0442\u043e\u0432\u044b\u0439 \u043b\u0438\u0434 \u0432 \u0411\u0438\u0442\u0440\u0438\u043a\u044124** \u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u044c\u0442\u0435, \u043f\u0440\u0438\u0445\u043e\u0434\u0438\u0442 \u043b\u0438 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0432 Telegram.\n\n### \u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0437\u0430\u043c\u0435\u0447\u0430\u043d\u0438\u044f\n\n- \u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0444\u0438\u043b\u044c\u0442\u0440\u0430\u0446\u0438\u044e \u043b\u0438\u0434\u043e\u0432 \u043f\u043e \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440\u0443, \u043f\u0435\u0440\u0435\u0434\u0430\u0432\u0430\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440\u0435 \u0432 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0438.\n- \u0423\u0431\u0435\u0434\u0438\u0442\u0435\u0441\u044c, \u0447\u0442\u043e \u0432\u0430\u0448 \u0441\u0435\u0440\u0432\u0435\u0440 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 HTTPS-\u0437\u0430\u043f\u0440\u043e\u0441\u044b, \u0442\u0430\u043a \u043a\u0430\u043a \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043c\u043e\u0433\u0443\u0442 \u043d\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0447\u0435\u0440\u0435\u0437 HTTP.\n- \u041f\u043e\u0434\u0443\u043c\u0430\u0439\u0442\u0435 \u043e \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0438 \u043b\u043e\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u043b\u044f \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u043e\u0448\u0438\u0431\u043e\u043a.\n\n\u042d\u0442\u0430 \u0431\u0430\u0437\u043e\u0432\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f \u0434\u043e\u043b\u0436\u043d\u0430 \u043f\u043e\u043c\u043e\u0447\u044c \u0432\u0430\u043c \u043d\u0430\u0447\u0430\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u0443 \u0441 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f\u043c\u0438 \u0432 Telegram \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124.","behavior":"degenerate_repetition","conversation_hash":"e5a78782ff9e319f569bf15306da90e9","conversation_redacted":false,"conversation_toxic":false,"country":"Russia","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Russian","model":"gpt-4o-mini-2024-07-18","n_chars":2745,"n_turns_in_conversation":5,"n_words":354,"source_row_offset":2667,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 04:29:52 GMT","turn_id":"99ccf2d6290908abbe489a47","turn_index":0,"user_text":"\u041f\u043e\u0434\u0441\u043a\u0430\u0436\u0438\u0442\u0435 \u043f\u043b\u0437, \u043a\u0430\u043a \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f \u0432 Telegram \u043e \u043b\u0438\u0434\u0430\u0445 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u043c\u0443 \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440\u0443, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u0440\u0438\u0445\u043e\u0434\u044f\u0442 \u0432 \u0411\u0438\u0442\u0440\u0438\u043a\u044124?\n\u041d\u0430\u0432\u0435\u0440\u043d\u044f\u043a\u0430 \u043a\u0442\u043e-\u0442\u043e \u0443\u0436\u0435 \u0434\u0435\u043b\u0430\u043b \u0442\u0430\u043a\u043e\u0433\u043e \u0431\u043e\u0442\u0430"},{"assistant_initiates":false,"asst_text":"\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u043e \u043b\u0438\u0434\u0430\u0445 \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0432 Telegram \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u043e \u0440\u0430\u0437\u043d\u044b\u043c\u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u0430\u043c\u0438, \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0432\u0430\u0448\u0438\u0445 \u043d\u0443\u0436\u0434 \u0438 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439. \u042f \u0434\u0435\u0442\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0445 \u043f\u043e\u0434\u0445\u043e\u0434\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u043f\u043e\u043c\u043e\u0447\u044c \u0432\u0430\u043c \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u044d\u0442\u0443 \u0437\u0430\u0434\u0430\u0447\u0443.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 1: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u0435\u0431\u0445\u0443\u043a\u043e\u0432 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0438 Telegram Bot API\n\n\u042d\u0442\u043e\u0442 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u0442\u0435\u0445, \u043a\u0442\u043e \u0445\u043e\u0447\u0435\u0442 \u0431\u044b\u0441\u0442\u0440\u043e \u0438 \u043f\u0440\u043e\u0441\u0442\u043e \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439.\n\n1. **\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0431\u043e\u0442\u0430 \u0432 Telegram**:\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 `@BotFather` \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043d\u043e\u0432\u043e\u0433\u043e \u0431\u043e\u0442\u0430 \u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 \u0442\u043e\u043a\u0435\u043d.\n\n2. **\u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 chat_id**:\n   - \u041e\u0442\u043f\u0440\u0430\u0432\u044c\u0442\u0435 \u043b\u044e\u0431\u043e\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0432\u0430\u0448\u0435\u043c\u0443 \u0431\u043e\u0442\u0443 \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 API `getUpdates`, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c `chat_id`.\n\n3. **\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u0432\u0435\u0431\u0445\u0443\u043a\u043e\u0432 \u0432 \u0411\u0438\u0442\u0440\u0438\u043a\u044124**:\n   - \u041f\u0435\u0440\u0435\u0439\u0434\u0438\u0442\u0435 \u0432 \"\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438\" > \"\u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438\" > \"\u0412\u0435\u0431\u0445\u0443\u043a\u0438\" \u0438 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0435 \u0432\u0435\u0431\u0445\u0443\u043a \u043d\u0430 \u0441\u043e\u0431\u044b\u0442\u0438\u044f \"\u0414\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043b\u0438\u0434\u0430\".\n   - \u0423\u043a\u0430\u0436\u0438\u0442\u0435 \u0432\u0430\u0448 \u0441\u0435\u0440\u0432\u0435\u0440 (\u0433\u0434\u0435 \u0431\u0443\u0434\u0435\u0442 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u043d \u0437\u0430\u043f\u0440\u043e\u0441) \u043a\u0430\u043a URL \u0432\u0435\u0431\u0445\u0443\u043a\u0430.\n\n4. **\u0421\u043a\u0440\u0438\u043f\u0442 \u043d\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u0435**:\n   - \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 PHP \u0438\u043b\u0438 Python \u0441\u043a\u0440\u0438\u043f\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u043e\u0442 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f \u0432 Telegram (\u043a\u0430\u043a \u0443\u043a\u0430\u0437\u0430\u043d\u043e \u0432 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u043c \u043e\u0442\u0432\u0435\u0442\u0435).\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 2: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0445 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c (Zapier, Integromat \u0438 \u0434\u0440.)\n\n\u0415\u0441\u043b\u0438 \u0432\u044b \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0438\u0442\u0430\u0435\u0442\u0435 \u0432\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0438 \u043d\u0435 \u0445\u043e\u0442\u0438\u0442\u0435 \u043f\u0438\u0441\u0430\u0442\u044c \u043a\u043e\u0434, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0442\u0430\u043a\u0438\u0435 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b, \u043a\u0430\u043a Zapier \u0438\u043b\u0438 Integromat (Make):\n\n1. **\u0420\u0435\u0433\u0438\u0441\u0442\u0440\u0430\u0446\u0438\u044f \u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435**:\n   - \u0417\u0430\u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u0443\u0439\u0442\u0435\u0441\u044c \u0432 Zapier \u0438\u043b\u0438 Make.\n\n2. **\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \"Zap\" \u0438\u043b\u0438 \"Scenario\"**:\n   - \u0423\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0435 \u0442\u0440\u0438\u0433\u0433\u0435\u0440 \u043d\u0430 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043b\u0438\u0434\u0430 \u0432 \u0411\u0438\u0442\u0440\u0438\u043a\u044124.\n   - \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0447\u0435\u0440\u0435\u0437 Telegram.\n\n3. **\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438**:\n   - \u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0444\u0438\u043b\u044c\u0442\u0440\u044b (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043f\u043e \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440\u0443), \u0447\u0442\u043e\u0431\u044b \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u044b\u0445 \u0443\u0441\u043b\u043e\u0432\u0438\u0439.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 3: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 CRM API \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f\n\n\u0415\u0441\u043b\u0438 \u0443 \u0432\u0430\u0441 \u0435\u0441\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e \u0438 \u0432\u044b \u0445\u043e\u0442\u0438\u0442\u0435 \u043f\u043e\u043b\u043d\u043e\u0435 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u043c, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c API \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0438 Telegram:\n\n1. **\u0418\u0437\u0443\u0447\u0435\u043d\u0438\u0435 API**:\n   - \u041e\u0437\u043d\u0430\u043a\u043e\u043c\u044c\u0442\u0435\u0441\u044c \u0441 [API \u0411\u0438\u0442\u0440\u0438\u043a\u044124](https://dev.1c-bitrix.ru/rest_help/) \u0438 [Telegram Bot API](https://core.telegram.org/bots/api).\n\n2. **\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f**:\n   - \u041d\u0430\u043f\u0438\u0448\u0438\u0442\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u0431\u0443\u0434\u0435\u0442 \u043f\u0435\u0440\u0438\u043e\u0434\u0438\u0447\u0435\u0441\u043a\u0438 (\u0438\u043b\u0438 \u043f\u043e \u0442\u0440\u0438\u0433\u0433\u0435\u0440\u0430\u043c) \u0437\u0430\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u0442\u044c \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e \u043b\u0438\u0434\u0430\u0445 \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124.\n   - \u0421\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u0439\u0442\u0435 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0441 \u0443\u0436\u0435 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043d\u044b\u043c\u0438 \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0439\u0442\u0435 \u043d\u043e\u0432\u044b\u0435 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f \u0432 Telegram.\n\n3. **\u0420\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u0435**:\n   - \u0417\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043d\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u0435 \u0438\u043b\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0449\u0438\u0435 \u0437\u0430\u043f\u0443\u0441\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, Heroku, AWS Lambda).\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 4: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u0435\u0431-\u0445\u0443\u043a\u043e\u0432 \u0438 \u043f\u0440\u043e\u043c\u0435\u0436\u0443\u0442\u043e\u0447\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0432\u0435\u0440\u0430\n\n1. **\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u043f\u0440\u043e\u043c\u0435\u0436\u0443\u0442\u043e\u0447\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0432\u0435\u0440\u0430**:\n   - \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0441\u0435\u0440\u0432\u0435\u0440 \u043d\u0430 Node.js, Python \u0438\u043b\u0438 \u0434\u0440\u0443\u0433\u043e\u043c \u044f\u0437\u044b\u043a\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u0432\u0435\u0431\u0445\u0443\u043a\u0438 \u043e\u0442 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0432 Telegram.\n\n2. **\u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u043e\u0447\u0435\u0440\u0435\u0434\u0435\u0439**:\n   - \u0414\u043b\u044f \u0431\u043e\u043b\u0435\u0435 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043e\u0447\u0435\u0440\u0435\u0434\u0438 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, RabbitMQ), \u0447\u0442\u043e\u0431\u044b \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0431\u043e\u043b\u044c\u0448\u0438\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439.\n\n3. **\u041c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435**:\n   - \u0414\u043e\u0431\u0430\u0432\u044c\u0442\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u043b\u043e\u0433\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043e\u0448\u0438\u0431\u043e\u043a \u0434\u043b\u044f \u043d\u0430\u0434\u0451\u0436\u043d\u043e\u0441\u0442\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 5: \u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u0441\u0435\u0440\u0432\u0438\u0441\u0430\u043c\u0438 \u0438 BI-\u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438\n\n\u0415\u0441\u043b\u0438 \u0432\u044b \u0445\u043e\u0442\u0438\u0442\u0435 \u0431\u043e\u043b\u0435\u0435 \u0431\u043e\u0433\u0430\u0442\u044b\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b, \u0447\u0435\u043c \u043f\u0440\u043e\u0441\u0442\u043e \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0441 BI-\u0440\u0435\u0448\u0435\u043d\u0438\u044f\u043c\u0438 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, Power BI, Tableau):\n\n1. **\u041f\u0435\u0440\u0435\u0434\u0430\u0447\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 BI**:\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 API \u0434\u043b\u044f \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u043e \u043b\u0438\u0434\u0430\u0445 \u0432 BI-\u0440\u0435\u0448\u0435\u043d\u0438\u0435.\n\n2. **\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u0447\u0435\u0440\u0435\u0437 BI**:\n   - \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f \u0438 \u043e\u0442\u0447\u0451\u0442\u044b \u0432 BI, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0432 Telegram \u0447\u0435\u0440\u0435\u0437 \u0435\u0433\u043e API.\n\n### \u0417\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\n\n\u041a\u0430\u0436\u0434\u044b\u0439 \u0438\u0437 \u043f\u0440\u043e\u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u043e\u0432 \u0438\u043c\u0435\u0435\u0442 \u0441\u0432\u043e\u0438 \u043f\u043b\u044e\u0441\u044b \u0438 \u043c\u0438\u043d\u0443\u0441\u044b:\n\n- \u0412\u0430\u0440\u0438\u0430\u043d\u0442 1 \u043f\u0440\u043e\u0441\u0442 \u0432 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438, \u043d\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0437\u043d\u0430\u043d\u0438\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u043b\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 \u0441\u0435\u0440\u0432\u0435\u0440\u0430.\n- \u0412\u0430\u0440\u0438\u0430\u043d\u0442 2 \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u043c\u0430\u043b\u044b\u0445 \u0438 \u0441\u0440\u0435\u0434\u043d\u0438\u0445 \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u0439, \u043d\u0435 \u0436\u0435\u043b\u0430\u044e\u0449\u0438\u0445 \u0443\u0433\u043b\u0443\u0431\u043b\u044f\u0442\u044c\u0441\u044f \u0432 \u043a\u043e\u0434.\n- \u0412\u0430\u0440\u0438\u0430\u043d\u0442 3 \u043f\u043e\u0434\u043e\u0439\u0434\u0435\u0442 \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432, \u0436\u0435\u043b\u0430\u044e\u0449\u0438\u0445 \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u043a\u0430\u0441\u0442\u043e\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u0435.\n- \u0412\u0430\u0440\u0438\u0430\u043d\u0442 4 \u0434\u0430\u0451\u0442 \u0431\u043e\u043b\u044c\u0448\u0443\u044e \u0433\u0438\u0431\u043a\u043e\u0441\u0442\u044c, \u043d\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u0435 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432.\n- \u0412\u0430\u0440\u0438\u0430\u043d\u0442 5 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f \u0447\u0430\u0441\u0442\u044c\u044e \u0431\u043e\u043b\u0435\u0435 \u0448\u0438\u0440\u043e\u043a\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0438.\n\n\u0412\u044b\u0431\u043e\u0440 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430 \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0432\u0430\u0448\u0438\u0445 \u043f\u043e\u0442\u0440\u0435\u0431\u043d\u043e\u0441\u0442\u0435\u0439, \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0445 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432 \u0438 \u0443\u0440\u043e\u0432\u043d\u044f \u0441\u0432\u043e\u0431\u043e\u0434\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u044b \u0445\u043e\u0442\u0438\u0442\u0435 \u0438\u043c\u0435\u0442\u044c \u0432 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0435 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439.","behavior":"degenerate_repetition","conversation_hash":"e5a78782ff9e319f569bf15306da90e9","conversation_redacted":false,"conversation_toxic":false,"country":"Russia","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Russian","model":"gpt-4o-mini-2024-07-18","n_chars":4101,"n_turns_in_conversation":5,"n_words":539,"source_row_offset":2668,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 04:29:52 GMT","turn_id":"be063565d0124467fea85df5","turn_index":1,"user_text":"\u0420\u0430\u0441\u043f\u0438\u0448\u0438 \u0432\u0441\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b"},{"assistant_initiates":false,"asst_text":"\u041a\u043e\u043d\u0435\u0447\u043d\u043e! \u0415\u0441\u0442\u044c \u0435\u0449\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u043e\u0432 \u0438 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0436\u043d\u043e \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u043e \u043b\u0438\u0434\u0430\u0445 \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0432 Telegram:\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 6: \u041f\u043b\u0430\u0433\u0438\u043d\u044b \u0438 \u043c\u043e\u0434\u0443\u043b\u0438 \u0434\u043b\u044f \u0411\u0438\u0442\u0440\u0438\u043a\u044124\n\n\u041d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438 \u0441\u043e\u0437\u0434\u0430\u044e\u0442 \u0433\u043e\u0442\u043e\u0432\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0438 \u043c\u043e\u0434\u0443\u043b\u0438 \u0434\u043b\u044f \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0441 Telegram. \u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u043e\u0438\u0441\u043a\u0430\u0442\u044c \u0432 \u043a\u0430\u0442\u0430\u043b\u043e\u0433\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0411\u0438\u0442\u0440\u0438\u043a\u044124:\n\n1. **\u041f\u043e\u0438\u0441\u043a \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439**:\n   - \u041f\u0435\u0440\u0435\u0439\u0434\u0438\u0442\u0435 \u0432 \u0440\u0430\u0437\u0434\u0435\u043b \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0432 \u0432\u0430\u0448\u0435\u043c \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0438 \u043d\u0430\u0439\u0434\u0438\u0442\u0435 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u0441 Telegram. \u0427\u0430\u0441\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0439\u0442\u0438 \u043c\u043e\u0434\u0443\u043b\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u044e\u0442 \u043d\u0443\u0436\u043d\u044b\u0439 \u0432\u0430\u043c \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b \u0431\u0435\u0437 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f.\n\n2. **\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u043c\u043e\u0434\u0443\u043b\u044f**:\n   - \u0423\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0435 \u0432\u044b\u0431\u0440\u0430\u043d\u043d\u044b\u0439 \u043c\u043e\u0434\u0443\u043b\u044c \u0438 \u0441\u043b\u0435\u0434\u0443\u0439\u0442\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f\u043c \u0434\u043b\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u043e \u043b\u0438\u0434\u0430\u0445.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 7: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0444\u043e\u0440\u043c \u0434\u043b\u044f \u043b\u0438\u0434\u043e\u0432\n\n\u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0444\u043e\u0440\u043c\u0443 \u0437\u0430\u0445\u0432\u0430\u0442\u0430 \u043b\u0438\u0434\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0431\u0443\u0434\u0435\u0442 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0432 \u0411\u0438\u0442\u0440\u0438\u043a\u044124, \u043d\u043e \u0438 \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u0432 Telegram:\n\n1. **\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0444\u043e\u0440\u043c\u044b**:\n   - \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0444\u043e\u0440\u043c\u0443 \u043d\u0430 \u0432\u0430\u0448\u0435\u043c \u0441\u0430\u0439\u0442\u0435 \u0438\u043b\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0433\u043e\u0442\u043e\u0432\u0443\u044e \u0444\u043e\u0440\u043c\u0443 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0434\u043b\u044f \u0437\u0430\u0445\u0432\u0430\u0442\u0430 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043e \u043b\u0438\u0434\u0430\u0445.\n   \n2. **Webhook \u043d\u0430 \u0444\u043e\u0440\u043c\u0443**:\n   - \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u043d\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u0435, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u0438\u0437 \u0444\u043e\u0440\u043c\u044b \u0432 Telegram \u043f\u043e\u0441\u043b\u0435 \u0437\u0430\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c\u0438.\n\n3. **\u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0441 \u0411\u0438\u0442\u0440\u0438\u043a\u044124**:\n   - \u0423\u0437\u043d\u0430\u0439\u0442\u0435, \u043a\u0430\u043a \u043e\u0442\u043f\u0440\u0430\u0432\u0438\u0442\u044c \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0432 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0447\u0435\u0440\u0435\u0437 \u0435\u0433\u043e API, \u0447\u0442\u043e\u0431\u044b \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u0438\u0442\u044c \u043e\u0431\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 8: \u0420\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u044b\u0435 \u043e\u0442\u0447\u0435\u0442\u044b \u043e \u043b\u0438\u0434\u0430\u0445\n\n\u0415\u0441\u043b\u0438 \u0432\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u043d\u0435 \u043c\u0433\u043d\u043e\u0432\u0435\u043d\u043d\u043e\u0435 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0435, \u0430 \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u044b\u0435 \u043e\u0442\u0447\u0435\u0442\u044b \u043e \u043b\u0438\u0434\u0430\u0445, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0444\u043e\u043d\u043e\u0432\u0443\u044e \u0437\u0430\u0434\u0430\u0447\u0443:\n\n1. **\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0444\u043e\u043d\u043e\u0432\u043e\u0433\u043e \u0441\u043a\u0440\u0438\u043f\u0442\u0430**:\n   - \u041d\u0430\u043f\u0438\u0448\u0438\u0442\u0435 \u0441\u043a\u0440\u0438\u043f\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0442\u044c\u0441\u044f \u0440\u0430\u0437 \u0432 \u0434\u0435\u043d\u044c (\u0438\u043b\u0438 \u0441 \u0434\u0440\u0443\u0433\u043e\u0439 \u043f\u0435\u0440\u0438\u043e\u0434\u0438\u0447\u043d\u043e\u0441\u0442\u044c\u044e) \u0438 \u0437\u0430\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u043e \u043b\u0438\u0434\u0430\u0445 \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124.\n\n2. **\u041e\u0442\u043f\u0440\u0430\u0432\u043a\u0430 \u043e\u0442\u0447\u0435\u0442\u0430 \u0432 Telegram**:\n   - \u0421\u043e\u0431\u0438\u0440\u0430\u0439\u0442\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e \u043d\u043e\u0432\u044b\u0445 \u043b\u0438\u0434\u0430\u0445 \u0437\u0430 \u043f\u0435\u0440\u0438\u043e\u0434 \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0439\u0442\u0435 \u043e\u0442\u0447\u0435\u0442 \u0432 Telegram \u043f\u043e \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0438\u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 9: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 Google Apps Script\n\n\u0415\u0441\u043b\u0438 \u0432\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 Google Sheets \u0434\u043b\u044f \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u043c\u0438, \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c Google Apps Script \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438:\n\n1. **\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 Google Sheet**:\n   - \u0418\u043c\u043f\u043e\u0440\u0442\u0438\u0440\u0443\u0439\u0442\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u043e \u043b\u0438\u0434\u0430\u0445 \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0432 Google Sheets \u0447\u0435\u0440\u0435\u0437 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044e.\n\n2. **\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0441\u043a\u0440\u0438\u043f\u0442\u0430**:\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 Google Apps Script \u0434\u043b\u044f \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0442\u044c \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0432 \u0442\u0430\u0431\u043b\u0438\u0446\u0435 \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f \u0432 Telegram, \u0435\u0441\u043b\u0438 \u043f\u043e\u044f\u0432\u044f\u0442\u0441\u044f \u043d\u043e\u0432\u044b\u0435 \u0437\u0430\u043f\u0438\u0441\u0438.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 10: \u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0441 \u0447\u0430\u0442-\u0431\u043e\u0442\u0430\u043c\u0438 \u0438 IFTTT\n\n\u041c\u043e\u0436\u043d\u043e \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u0441\u0435\u0440\u0432\u0438\u0441\u0430\u043c\u0438, \u0442\u0430\u043a\u0438\u043c\u0438 \u043a\u0430\u043a IFTTT \u0438\u043b\u0438 \u0441\u0435\u0440\u0432\u0438\u0441\u0430\u043c\u0438 \u0447\u0430\u0442-\u0431\u043e\u0442\u043e\u0432:\n\n1. **\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \"\u0440\u0435\u0446\u0435\u043f\u0442\u0430\" \u0432 IFTTT**:\n   - \u0412 IFTTT \u043c\u043e\u0436\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0440\u0435\u0446\u0435\u043f\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u0440\u0435\u0430\u0433\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043d\u0430 \u0441\u043e\u0431\u044b\u0442\u0438\u044f \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0432 Telegram.\n\n2. **\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u0440\u0443\u0433\u0438\u0445 \u0447\u0430\u0442-\u0431\u043e\u0442\u043e\u0432**:\n   - \u0415\u0441\u043b\u0438 Telegram \u043d\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0435\u0434\u0438\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u043c\u0435\u0441\u0441\u0435\u043d\u0434\u0436\u0435\u0440\u043e\u043c, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044e \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u043c\u0435\u0441\u0441\u0435\u043d\u0434\u0436\u0435\u0440\u0430\u043c\u0438 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, Slack) \u0447\u0435\u0440\u0435\u0437 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u044b\u0435 \u0440\u0435\u0446\u0435\u043f\u0442\u044b.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 11: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 Docker \u0438 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u0438\n\n\u0415\u0441\u043b\u0438 \u0432\u044b \u0445\u043e\u0442\u0438\u0442\u0435 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0431\u043e\u043b\u0435\u0435 \u0441\u043b\u043e\u0436\u043d\u0443\u044e \u0438 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u0443\u044e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0443, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c Docker:\n\n1. **\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f**:\n   - \u0423\u043f\u0430\u043a\u0443\u0439\u0442\u0435 \u0432\u0430\u0448\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0432 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 Docker, \u0447\u0442\u043e\u0431\u044b \u043b\u0435\u0433\u043a\u043e \u0440\u0430\u0437\u0432\u0435\u0440\u043d\u0443\u0442\u044c \u0435\u0433\u043e \u043d\u0430 \u043b\u044e\u0431\u043e\u043c \u0441\u0435\u0440\u0432\u0435\u0440\u0435.\n\n2. **\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u044f**:\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 CI/CD \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u044f \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0439 \u0432\u0430\u0448\u0435\u0433\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0438 \u043a\u043e\u0434\u0430.\n\n3. **\u041c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u043e\u0441\u0442\u044c**:\n   - \u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u044b \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0431\u043e\u043b\u044c\u0448\u0435\u0433\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u043b\u0438\u0434\u043e\u0432, \u0435\u0441\u043b\u0438 \u0443 \u0432\u0430\u0441 \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u043f\u043e\u0442\u043e\u043a \u0434\u0430\u043d\u043d\u044b\u0445.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 12: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043d\u043e\u0439 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b\n\n\u0415\u0441\u043b\u0438 \u0432\u0430\u0448 \u0431\u0438\u0437\u043d\u0435\u0441 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0439, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043d\u0443\u044e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0443:\n\n1. **\u0420\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u0430**:\n   - \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0439\u0442\u0435 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u0435\u0440\u0432\u0438\u0441\u044b \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0411\u0438\u0442\u0440\u0438\u043a\u044124, Telegram \u0438 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u043e\u0431\u043c\u0435\u043d\u0438\u0432\u0430\u0442\u044c\u0441\u044f \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0447\u0435\u0440\u0435\u0437 API.\n\n2. **\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 API Gateway**:\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 API Gateway \u0434\u043b\u044f \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0438 \u0443\u043f\u0440\u043e\u0449\u0435\u043d\u0438\u044f \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u043c\u0435\u0436\u0434\u0443 \u0441\u0435\u0440\u0432\u0438\u0441\u0430\u043c\u0438.\n\n3. **\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043e\u043f\u043e\u0432\u0435\u0449\u0435\u043d\u0438\u044f**:\n   - \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0439\u0442\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0431\u0443\u0434\u0435\u0442 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0441\u043e\u0431\u044b\u0442\u0438\u044f \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0432 Telegram.\n\n### \u0417\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\n\n\u0412 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0432\u0430\u0448\u0438\u0445 \u043f\u043e\u0442\u0440\u0435\u0431\u043d\u043e\u0441\u0442\u0435\u0439, \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432 \u0438 \u043d\u0430\u0432\u044b\u043a\u043e\u0432, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u044b\u0431\u0438\u0440\u0430\u0442\u044c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u043e \u043b\u0438\u0434\u0430\u0445 \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0432 Telegram. \u0412\u0441\u0435 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u043d\u044b\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u043c\u043e\u0434\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439, \u043f\u043e\u0434\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u044f\u0441\u044c \u043f\u043e\u0434 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0435 \u0431\u0438\u0437\u043d\u0435\u0441-\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f \u0438\u043b\u0438 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u0438. \u0415\u0441\u043b\u0438 \u0432\u0430\u043c \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u0430 \u0431\u043e\u043b\u0435\u0435 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u0430\u044f \u043f\u043e\u043c\u043e\u0449\u044c \u0438\u043b\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u043a\u043e\u0434\u0430 \u0434\u043b\u044f \u043e\u0434\u043d\u043e\u0433\u043e \u0438\u0437 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u043e\u0432, \u0434\u0430\u0439\u0442\u0435 \u0437\u043d\u0430\u0442\u044c!","behavior":"degenerate_repetition","conversation_hash":"e5a78782ff9e319f569bf15306da90e9","conversation_redacted":false,"conversation_toxic":false,"country":"Russia","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Russian","model":"gpt-4o-mini-2024-07-18","n_chars":4344,"n_turns_in_conversation":5,"n_words":578,"source_row_offset":2669,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 04:29:52 GMT","turn_id":"ebb3435b9244d4fb766716c4","turn_index":2,"user_text":"\u0415\u0449\u0451 \u0435\u0441\u0442\u044c \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b?"},{"assistant_initiates":false,"asst_text":"\u041a\u043e\u043d\u0435\u0447\u043d\u043e! \u041c\u043e\u0436\u043d\u043e \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0435\u0449\u0451 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u043e\u0432 \u0438 \u0432\u0430\u0440\u0438\u0430\u0446\u0438\u0439 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u043e \u043b\u0438\u0434\u0430\u0445 \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0432 Telegram. \u0412\u043e\u0442 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0438\u0434\u0435\u0438:\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 13: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 RPA (Robotic Process Automation)\n\n\u0415\u0441\u043b\u0438 \u0443 \u0432\u0430\u0441 \u0435\u0441\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u043a RPA-\u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0446\u0435\u0441\u0441, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0442\u0430\u043a\u0438\u0435 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b, \u043a\u0430\u043a UiPath, Automation Anywhere \u0438\u043b\u0438 \u0434\u0440\u0443\u0433\u0438\u0435 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u044b\u0435:\n\n1. **\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 RPA \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f**:\n   - \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0435 \u043b\u0438\u0434\u044b \u0432 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f \u0432 Telegram.\n\n2. **\u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0441 API**:\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f RPA \u0434\u043b\u044f \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0441 API \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0438 Telegram.\n\n3. **\u041f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u0435 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f**:\n   - \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u0443\u0441\u043b\u043e\u0432\u043d\u0443\u044e \u043b\u043e\u0433\u0438\u043a\u0443 \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u0438 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0445 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043f\u043e \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440\u0443 \u0438\u043b\u0438 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0443 \u043b\u0438\u0434\u0430).\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 14: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 Enterprise Service Bus (ESB)\n\n\u0415\u0441\u043b\u0438 \u0432\u0430\u0448 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0443 ESB, \u0442\u043e \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u0442\u044c \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u0447\u0435\u0440\u0435\u0437 \u0442\u0430\u043a\u0443\u044e \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0443, \u043a\u0430\u043a Apache Camel, MuleSoft \u0438\u043b\u0438 \u0434\u0440\u0443\u0433\u0443\u044e:\n\n1. **\u041f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043e\u0442\u043e\u043a\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445**:\n   - \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u043f\u043e\u0442\u043e\u043a, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0441\u043e\u0431\u044b\u0442\u0438\u044f \u043e \u043b\u0438\u0434\u0430\u0445 \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0438 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0438\u0445 \u0432 Telegram.\n\n2. **\u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u043e\u0432**:\n   - \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u0438 \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u044e \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0442\u0438\u043f\u0430 \u043b\u0438\u0434\u0430 \u0438\u043b\u0438 \u0434\u0440\u0443\u0433\u0438\u0445 \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u0435\u0432.\n\n3. **\u041c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433 \u0438 \u043b\u043e\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435**:\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 ESB \u0434\u043b\u044f \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0438 \u043e\u0448\u0438\u0431\u043e\u043a.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 15: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0448\u0430\u0431\u043b\u043e\u043d\u043e\u0432 \u043e\u0442\u0447\u0435\u0442\u043e\u0432 \u0438 \u043f\u0435\u0440\u0438\u043e\u0434\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439\n\n\u041c\u043e\u0436\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0448\u0430\u0431\u043b\u043e\u043d\u044b \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043e\u0442\u0447\u0435\u0442\u043e\u0432 \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u0438\u0442\u044c \u0438\u0445 \u0432 Telegram:\n\n1. **\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043e\u0442\u0447\u0435\u0442\u043e\u0432**:\n   - \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u044b\u0435 \u043e\u0442\u0447\u0435\u0442\u044b \u043e \u043b\u0438\u0434\u0430\u0445 \u0432 \u0411\u0438\u0442\u0440\u0438\u043a\u044124, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0431\u0443\u0434\u0443\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f.\n\n2. **\u041e\u0442\u043f\u0440\u0430\u0432\u043a\u0430 \u043e\u0442\u0447\u0435\u0442\u0430 \u0432 Telegram**:\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 Telegram API \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043e\u0442\u0447\u0435\u0442\u0430 \u0432 Telegram \u043f\u043e \u0440\u0430\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u044e (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0435\u0436\u0435\u0434\u043d\u0435\u0432\u043d\u043e \u0438\u043b\u0438 \u0435\u0436\u0435\u043d\u0435\u0434\u0435\u043b\u044c\u043d\u043e).\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 16: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 HTTP \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0441 Postman \u0438\u043b\u0438 \u0434\u0440\u0443\u0433\u0438\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432\n\n\u0415\u0441\u043b\u0438 \u0443 \u0432\u0430\u0441 \u043d\u0435\u0442 \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u043a \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044e \u0441\u0435\u0440\u0432\u0435\u0440\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430, \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0442\u0438\u043f\u0430 Postman \u0434\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f HTTP-\u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432:\n\n1. **\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u0438 \u0432 Postman**:\n   - \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u044e \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 HTTP-\u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u043a API \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u043e \u043b\u0438\u0434\u0430\u0445.\n\n2. **\u0421\u043a\u0440\u0438\u043f\u0442 \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 \u0432 Telegram**:\n   - \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u0437\u0430\u043f\u0440\u043e\u0441 \u043d\u0430 \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0443 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u0432 Telegram.\n\n3. **\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u0435\u0440\u0438\u043e\u0434\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438**:\n   - \u041f\u043e\u0434\u0443\u043c\u0430\u0439\u0442\u0435 \u043e \u0432\u043d\u0435\u0448\u043d\u0438\u0445 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u0430\u0445 \u0437\u0430\u0434\u0430\u0447 \u0434\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, ngrok + cron).\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 17: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, AWS Lambda, Google Cloud Functions)\n\n\u041c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u044b \u0438 \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0445\u043e\u0440\u043e\u0448\u0438\u043c \u0441\u043f\u043e\u0441\u043e\u0431\u043e\u043c \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0442\u0440\u0438\u0433\u0433\u0435\u0440\u043e\u0432:\n\n1. **\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u043e\u0431\u043b\u0430\u0447\u043d\u043e\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u0438**:\n   - \u041d\u0430\u043f\u0438\u0448\u0438\u0442\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u044e, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0431\u0443\u0434\u0435\u0442 \u0432\u044b\u0437\u044b\u0432\u0430\u0442\u044c\u0441\u044f \u0447\u0435\u0440\u0435\u0437 HTTP \u043f\u0440\u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0438 \u043d\u043e\u0432\u043e\u0433\u043e \u043b\u0438\u0434\u0430 \u0432 \u0411\u0438\u0442\u0440\u0438\u043a\u044124.\n\n2. **\u041e\u0442\u043f\u0440\u0430\u0432\u043a\u0430 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f**:\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 Telegram API \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439, \u043a\u043e\u0433\u0434\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u0441\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442.\n\n3. **\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435**:\n   - \u041e\u0431\u043b\u0430\u0447\u043d\u044b\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438, \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u0434\u0430\u043d\u043d\u044b\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 18: \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 Open Source \u0440\u0435\u0448\u0435\u043d\u0438\u0439\n\n\u0421\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 open-source \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u043f\u043e\u043c\u043e\u0447\u044c \u0432\u0430\u043c \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0438 Telegram:\n\n1. **\u041f\u043e\u0438\u0441\u043a \u043d\u0430 GitHub**:\n   - \u041d\u0430\u0439\u0434\u0438\u0442\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u044b \u0438 \u0438\u0437\u043e\u0431\u0440\u0435\u0442\u0435\u043d\u0438\u044f \u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435 GitHub, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0443\u0436\u0435 \u043c\u043e\u0433\u0443\u0442 \u0440\u0435\u0448\u0430\u0442\u044c \u0432\u0430\u0448\u0443 \u0437\u0430\u0434\u0430\u0447\u0443.\n\n2. **\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u0438 \u043a\u0430\u0441\u0442\u043e\u043c\u0438\u0437\u0430\u0446\u0438\u044f**:\n   - \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u043f\u043e\u0434 \u0432\u0430\u0448\u0438 \u043d\u0443\u0436\u0434\u044b, \u0438\u0437\u043c\u0435\u043d\u044f\u044f \u043a\u043e\u0434 \u0438\u043b\u0438 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 19: \u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 CRM-\u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u0438\n\n\u0415\u0441\u043b\u0438 \u0443 \u0432\u0430\u0441 \u0435\u0441\u0442\u044c \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0441 \u0434\u0440\u0443\u0433\u043e\u0439 CRM, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043c\u043e\u0436\u0435\u0442 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u0442\u044c \u043b\u0438\u0434\u044b, \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f \u043e \u043b\u0438\u0434\u0430\u0445 \u0447\u0435\u0440\u0435\u0437 \u044d\u0442\u0443 \u0441\u0438\u0441\u0442\u0435\u043c\u0443:\n\n1. **\u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0441 CRM**:\n   - \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 API \u0434\u0440\u0443\u0433\u043e\u0439 CRM \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 \u0441\u043e\u0431\u044b\u0442\u0438\u0439 \u0432 Telegram.\n\n2. **\u0428\u0430\u0431\u043b\u043e\u043d\u044b \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439**:\n   - \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u0448\u0430\u0431\u043b\u043e\u043d\u044b \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 \u0434\u0440\u0443\u0433\u043e\u0439 CRM.\n\n### \u0412\u0430\u0440\u0438\u0430\u043d\u0442 20: \u041d\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u0432 \u0411\u0438\u0442\u0440\u0438\u043a\u044124\n\n\u0415\u0441\u043b\u0438 \u0443 \u0432\u0430\u0441 \u0435\u0441\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0435\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435, \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u0442\u0435 \u043d\u0430:\n\n1. **\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u043c\u043e\u0434\u0443\u043b\u044f**:\n   - \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u043c\u043e\u0434\u0443\u043b\u044c \u0434\u043b\u044f \u0411\u0438\u0442\u0440\u0438\u043a\u044124, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u043d \u0441 Telegram.\n\n2. **\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0433\u043e\u0442\u043e\u0432\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439**:\n   - \u0418\u0449\u0438\u0442\u0435 \u0441\u0440\u0435\u0434\u0438 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0439 \u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435 \u0411\u0438\u0442\u0440\u0438\u043a\u044124, \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u0435\u0441\u0442\u044c \u043d\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u0432 Telegram.\n\n### \u0417\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\n\n\u0412 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0432\u0430\u0448\u0435\u0433\u043e \u0431\u0438\u0437\u043d\u0435\u0441\u0430, \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432, \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0438 \u0433\u043b\u0430\u0432\u043d\u044b\u0445 \u0446\u0435\u043b\u0435\u0439, \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u044b \u043a \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438. \u041a\u0430\u0436\u0434\u044b\u0439 \u0438\u0437 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u043d\u044b\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u043e\u0432 \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043c\u043e\u0434\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d \u0438\u043b\u0438 \u0441\u043c\u0435\u0448\u0430\u043d \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u043c\u0435\u0442\u043e\u0434\u0430\u043c\u0438, \u0447\u0442\u043e\u0431\u044b \u043d\u0430\u0439\u0442\u0438 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435. \u0415\u0441\u043b\u0438 \u0443 \u0432\u0430\u0441 \u0435\u0441\u0442\u044c \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u0438\u043b\u0438 \u043d\u0443\u0436\u043d\u043e \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435, \u0434\u0430\u0439\u0442\u0435 \u0437\u043d\u0430\u0442\u044c!","behavior":"degenerate_repetition","conversation_hash":"e5a78782ff9e319f569bf15306da90e9","conversation_redacted":false,"conversation_toxic":false,"country":"Russia","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Russian","model":"gpt-4o-mini-2024-07-18","n_chars":4639,"n_turns_in_conversation":5,"n_words":602,"source_row_offset":2670,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 04:29:52 GMT","turn_id":"3ab8cd8b3fdaa6b5e678bc1f","turn_index":3,"user_text":"\u0415\u0449\u0451 \u0435\u0441\u0442\u044c \u0432\u0430\u0440\u0438\u0430\u043d\u0442?"},{"assistant_initiates":false,"asst_text":"\u0412\u043e\u0442 \u0441\u043f\u0438\u0441\u043e\u043a \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0445 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0439 \u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c \u0434\u043b\u044f \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u043e \u043b\u0438\u0434\u0430\u0445 \u0438\u0437 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0432 Telegram:\n\n1. \u0412\u0435\u0431\u0445\u0443\u043a\u0438 \u0411\u0438\u0442\u0440\u0438\u043a\u044124 + Telegram Bot API\n2. Zapier\n3. Make (\u0431\u044b\u0432\u0448\u0438\u0439 Integromat)\n4. API \u0411\u0438\u0442\u0440\u0438\u043a\u044124 \u0438 Telegram\n5. Google Apps Script\n6. RPA (UiPath, Automation Anywhere)\n7. Enterprise Service Bus (Apache Camel, MuleSoft)\n8. Docker\n9. \u041c\u043e\u0434\u0443\u043b\u0438 \u0438 \u043f\u043b\u0430\u0433\u0438\u043d\u044b \u0434\u043b\u044f \u0411\u0438\u0442\u0440\u0438\u043a\u044124\n10. \u041f\u0435\u0440\u0438\u043e\u0434\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043e\u0442\u0447\u0435\u0442\u044b \u043e \u043b\u0438\u0434\u0430\u0445\n11. Open Source \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0441 GitHub\n12. \u041e\u0431\u043b\u0430\u0447\u043d\u044b\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 (AWS Lambda, Google Cloud Functions)\n13. \u041d\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u0411\u0438\u0442\u0440\u0438\u043a\u044124\n14. \u0424\u043e\u0440\u043c\u044b \u0437\u0430\u0445\u0432\u0430\u0442\u0430 \u043b\u0438\u0434\u043e\u0432 \u0441 \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u044f\u043c\u0438\n15. IFTTT\n16. Chatbot \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, ManyChat)\n17. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0445 CRM-\u0441\u0438\u0441\u0442\u0435\u043c\n18. \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u043d\u043e\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043d\u0430 Node.js, PHP \u0438\u043b\u0438 Python\n19. \u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0441 Gmail/Outlook \u0434\u043b\u044f \u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0439 \u043f\u043e \u043f\u043e\u0447\u0442\u0435\n20. \u041f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, Automate.io)\n  \n\u0415\u0441\u043b\u0438 \u0432\u0430\u043c \u043d\u0443\u0436\u043d\u0430 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043e \u043a\u0430\u043a\u043e\u043c-\u043b\u0438\u0431\u043e \u0438\u0437 \u044d\u0442\u0438\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u043e\u0432, \u0434\u0430\u0439\u0442\u0435 \u0437\u043d\u0430\u0442\u044c!","behavior":"degenerate_repetition","conversation_hash":"e5a78782ff9e319f569bf15306da90e9","conversation_redacted":false,"conversation_toxic":false,"country":"Russia","empty_output":false,"evidence_codes":[],"label":"absent","label_present":false,"label_qualified":false,"label_source":"Final dense release","language":"Russian","model":"gpt-4o-mini-2024-07-18","n_chars":999,"n_turns_in_conversation":5,"n_words":143,"source_row_offset":2671,"source_shard":"turns-00031.parquet","timestamp":"Fri, 04 Oct 2024 04:29:52 GMT","turn_id":"887b14b48fd71c344c96bb8b","turn_index":4,"user_text":"\u041f\u0435\u0440\u0435\u0447\u0438\u0441\u043b\u0438 \u0431\u0435\u0437 \u0440\u0430\u0441\u043f\u0438\u0441\u044b\u0432\u0430\u043d\u0438\u044f \u0448\u0430\u0433\u043e\u0432, \u043f\u043e \u0441\u043f\u0438\u0441\u043a\u0443 \u0432\u0441\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0435 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438, \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b. \u041f\u0440\u043e\u0441\u0442\u043e \u0441\u043f\u0438\u0441\u043a\u043e\u043c"}],"shard":{"index":31,"name":"turns-00031.parquet","rows":51455}}
