я хочу сделать ии для генерации майнкрафт сборок из плагинов у меня есть такой даатсет
[
{
"query": "Server with ban management system and ban history",
"plugins": ["EssentialsX", "BanManager", "AdvancedBan"]
},
{
"query": "A factions server with war mechanics",
"plugins": [
"EssentialsX",
"WorldGuard",
"Vault",
"LuckPerms",
"GriefPrevention"
]
},
{
"query": "A mini-games server featuring arenas",
"plugins": [
"EssentialsX",
"Multiverse-Core",
"Citizens",
"MobArena",
"LuckPerms"
]
},
{
"query": "I need a PvP server with duels",
"plugins": [
"EssentialsX",
"Vault",
"WorldGuard",
"LuckPerms",
"NoCheatPlus"
]
},
{
"query": "Survival server with raids",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "DynMap"]
},
{
"query": "Server with auction system supporting item bids",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "AuctionHouse"]
},
{
"query": "Roleplay server supporting quests",
"plugins": [
"EssentialsX",
"Citizens",
"BetonQuest",
"LuckPerms",
"HolographicDisplays"
]
},
{
"query": "Anti-cheat setup with fly checks",
"plugins": ["EssentialsX", "NoCheatPlus", "LagAssist", "ProtocolLib"]
},
{
"query": "Looking for an economy-focused server with currency",
"plugins": ["EssentialsX", "Vault", "ChestShop", "Jobs", "BuycraftX"]
},
{
"query": "Parkour server supporting time trials",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "ClearLag", "OpenInv"]
},
{
"query": "PvP server with arena battles",
"plugins": [
"EssentialsX",
"Vault",
"WorldGuard",
"LuckPerms",
"NoCheatPlus"
]
},
{
"query": "Skyblock challenge including island generation",
"plugins": [
"EssentialsX",
"Vault",
"LuckPerms",
"WorldGuard",
"Multiverse-Core"
]
},
{
"query": "Grief protection with region flags",
"plugins": ["EssentialsX", "WorldGuard", "GriefPrevention", "CoreProtect"]
},
{
"query": "Server with ban management system and temp bans",
"plugins": ["EssentialsX", "BanManager", "AdvancedBan"]
},
{
"query": "Roleplay server supporting custom dialogues",
"plugins": [
"EssentialsX",
"Citizens",
"BetonQuest",
"LuckPerms",
"HolographicDisplays"
]
},
{
"query": "Creative build server including plots",
"plugins": ["EssentialsX", "Multiverse-Core", "WorldEdit", "LuckPerms"]
},
{
"query": "Server displaying holograms for quest markers",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "HolographicDisplays"]
},
{
"query": "mcMMO skills on server with custom abilities",
"plugins": ["EssentialsX", "mcMMO", "LuckPerms"]
},
{
"query": "Server with GUI shop featuring sell/buy",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "ShopGUIPlus"]
},
{
"query": "Looking for an economy-focused server with jobs",
"plugins": ["EssentialsX", "Vault", "ChestShop", "Jobs", "BuycraftX"]
},
{
"query": "Anti-cheat setup with speed hacks",
"plugins": ["EssentialsX", "NoCheatPlus", "LagAssist", "ProtocolLib"]
},
{
"query": "A factions server with ally system",
"plugins": [
"EssentialsX",
"WorldGuard",
"Vault",
"LuckPerms",
"GriefPrevention"
]
},
{
"query": "Skyblock challenge including sky challenges",
"plugins": [
"EssentialsX",
"Vault",
"LuckPerms",
"WorldGuard",
"Multiverse-Core"
]
},
{
"query": "Server with ban management system and ban history",
"plugins": ["EssentialsX", "BanManager", "AdvancedBan"]
},
{
"query": "Prison server with mining ranks",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "ClearLag"]
},
{
"query": "Boss battle server with custom bosses",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "EpicBosses"]
},
{
"query": "Roleplay server supporting NPCs",
"plugins": [
"EssentialsX",
"Citizens",
"BetonQuest",
"LuckPerms",
"HolographicDisplays"
]
},
{
"query": "Creative build server including schematics",
"plugins": ["EssentialsX", "Multiverse-Core", "WorldEdit", "LuckPerms"]
},
{
"query": "A mini-games server featuring lobby",
"plugins": [
"EssentialsX",
"Multiverse-Core",
"Citizens",
"MobArena",
"LuckPerms"
]
},
{
"query": "Survival server with loot",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "DynMap"]
},
{
"query": "Server with GUI shop featuring item categories",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "ShopGUIPlus"]
},
{
"query": "Looking for an economy-focused server with shops",
"plugins": ["EssentialsX", "Vault", "ChestShop", "Jobs", "BuycraftX"]
},
{
"query": "Server displaying holograms for shop signs",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "HolographicDisplays"]
},
{
"query": "I need a PvP server with ranked matches",
"plugins": [
"EssentialsX",
"Vault",
"WorldGuard",
"LuckPerms",
"NoCheatPlus"
]
},
{
"query": "Parkour server supporting leaderboards",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "ClearLag", "OpenInv"]
},
{
"query": "Boss battle server with loot drops",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "EpicBosses"]
},
{
"query": "mcMMO skills on server with skill leveling",
"plugins": ["EssentialsX", "mcMMO", "LuckPerms"]
},
{
"query": "Server with auction system supporting auto-auctions",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "AuctionHouse"]
},
{
"query": "Roleplay server supporting quests",
"plugins": [
"EssentialsX",
"Citizens",
"BetonQuest",
"LuckPerms",
"HolographicDisplays"
]
},
{
"query": "Looking for an economy-focused server with currency",
"plugins": ["EssentialsX", "Vault", "ChestShop", "Jobs", "BuycraftX"]
},
{
"query": "Grief protection with rollback",
"plugins": ["EssentialsX", "WorldGuard", "GriefPrevention", "CoreProtect"]
},
{
"query": "Server displaying holograms for quest markers",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "HolographicDisplays"]
},
{
"query": "A mini-games server featuring leaderboards",
"plugins": [
"EssentialsX",
"Multiverse-Core",
"Citizens",
"MobArena",
"LuckPerms"
]
},
{
"query": "Anti-cheat setup with speed hacks",
"plugins": ["EssentialsX", "NoCheatPlus", "LagAssist", "ProtocolLib"]
},
{
"query": "Creative build server including plots",
"plugins": ["EssentialsX", "Multiverse-Core", "WorldEdit", "LuckPerms"]
},
{
"query": "Server with ban management system and ban history",
"plugins": ["EssentialsX", "BanManager", "AdvancedBan"]
},
{
"query": "I need a PvP server with duels",
"plugins": [
"EssentialsX",
"Vault",
"WorldGuard",
"LuckPerms",
"NoCheatPlus"
]
},
{
"query": "A factions server with territory claims",
"plugins": [
"EssentialsX",
"WorldGuard",
"Vault",
"LuckPerms",
"GriefPrevention"
]
},
{
"query": "Survival server with hardcore rules",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "DynMap"]
},
{
"query": "Server with GUI shop featuring item categories",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "ShopGUIPlus"]
},
{
"query": "Boss battle server with custom bosses",
"plugins": ["EssentialsX", "Vault", "LuckPerms", "EpicBosses"]
},
{
"query": "Roleplay server supporting NPCs",
"plugins": [
"EssentialsX",
"Citizens",
"BetonQuest",
"LuckPerms",
"HolographicDisplays"
]
},
{
"query": "Looking for an economy-focused server with jobs",
"plugins": ["EssentialsX", "Vault", "ChestShop", "Jobs", "BuycraftX"]
},
{
"query": "A mini-games server featuring arenas",
"plugins": [
"EssentialsX",
"Multiverse-Core",
"Citizens",
"MobArena",
"LuckPerms"
]
},
{
"query": "mcMMO skills on server with skill leveling",
"plugins": ["EssentialsX", "mcMMO", "LuckPerms"]
}
]
И есть список плагинов
EssentialsX
Vault
LuckPerms
WorldEdit
WorldGuard
Multiverse-Core
PlaceholderAPI
ProtocolLib
Citizens
ChestShop
GriefPrevention
ChatControl
ClearLag
DynMap
NoCheatPlus
LagAssist
Jobs
Autorank
CoreProtect
BuycraftX
AdvancedBan
BanManager
Skript
MobArena
EpicBosses
mcMMO
AuctionHouse
ShopGUIPlus
HolographicDisplays
DiscordSRV
TitleManager
BetonQuest
TreeAssist
Votifier
OpenInv
TreeFeller
DiscordIntegration

Какая аритектура нейросети подойдет лучше всего для такой задачи подскажи архитеркуру и код нейросети на питоне
Мне не нужна модель которая просто будет по ключевым словам или реагироват на слова я хочу если пользователь указал что хочет плагин EssentialsX то она добавит ну кароче хочу что-бы ии анализировала хорошо запрос и понимала его смысл и собирала сборку.
Сделай скрипт с утилитами для датасета его анализа вывода данных о нем и исскувственное увеличение датасета замена синонимов в промте например ну придумай
Утилиты для анализа сделай простыми не анализ просто такой пишет
Количевство плагинов:
Среднее количевстов плагинво за сборку
КОличвество записей в датасете и все но сделай упор на исскувственное увеличение датасета