config_example.json

{
	"log": {
		"logToFile": false,
		"logFile": "log.txt",
		"logToConsole": true,
		"logFormat": "\u001b[35;1m[%(asctime)s]\u001b[0m[%(name)s][%(levelname)s] %(message)s"
	},
	"learn": {
		"data": {
			"inputFiles": ["message.csv"],
			"removeRowIfAttachment": false,
			"onlyLowercase": true,
			"filterDiscordEmotes": false,
			"filterVanillaEmoji": true,
			"filterMentions": false,
			"filterChannels": false,
			"filterLinks": true,
			"filterMarkdown": true,
			"filterBannedChars": false,
			"onlyKeepAllowedChars": true,
			"allowedChars": "\\n abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789-_.:+,!?'+<>@#$*\\\\/",
			"bannedChars": ""
		},
		"model": {
			"modelType": "LSTM_1layer",
			"layers": 1,
			"nUnits": 2000,
			"seqLength": 100,
			"bufferSize": 10000,
			"embeddingSize": 64
		},
		"training": {
			"batchSize": 256,
			"nEpochs": 300,
			"verbose": 1,
			"optimizer": "adam",
			"earlyStopping": {
				"useEarlyStopping": true,
				"patience": 5,
				"monitor": "loss",
				"restoreBestWeights": true
			},
			"checkpoints": {
				"path": "checkpoints/",
				"prefix": "checkpoint",
				"saveBestOnly": true,
				"monitor": "loss"
			}
		},
		"run": {
			"pickleHistory": true,
			"vocabPath": "vocab/",
			"runName": "testrun",
			"logLevel": "DEBUG"
		}
	},
	"prediction": {
		"models": [{
			"name": "testrun",
			"model": "LSTM_1layer",
			"options": {
				"nUnits": 2000
			}
		 }],
		"vocabPath": "vocab/vocab_{runName}",
		"weightsPath": "checkpoints/checkpoint_{runName}",
		"bannedWords": [],
		"maxPredictionLength": 500
	},
	"bot": {
		"commandPrefix": "ai.",
		"serverID": "123456789",
		"ownerID": "987654321",
		"ownerChannelID": "123456789", 
		"messageLogger": {
			"exportFile": "export-{date}.csv",
			"activateMessageLogger": true,
			"messageLoggerChannelIDs": ["123456789", "234567891"]
		},
		"predictor": {
			"activatePredictor": true,
			"predictChannelIDs": ["123456789"]
		},
		"strings": {
			"commandHandler.predictionError": "Prediction error",
			"commandHandler.invalidTemperature": "Invalid temperature",
			"commandHandler.bannedWord": "Banned word generated",
			"messageLogger.activated": ":white_check_mark: Message logger activated",
			"messageLogger.deactivated": ":white_check_mark: Message logger deactivated",
			"predictor.activated": ":white_check_mark: Predictor activated",
			"predictor.deactivated": ":white_check_mark: Predictor deactivated",
			"predictor.activating": "<a:loading:973631093129482250> Activating predictor..."
		},
		"commandCooldown": 1,
		"logLevel": "INFO"
	}
}