train_from_file(file_path) and train_from_default_file() methods in Chatbot class are designed to help you train your chatbot using an existing dataset. You can pass the path of the file containing the dataset or use the default file path training_data_qbot.json that comes with the package.
file_path: A string that specifies the path of the file containing the training data. (Optional)train_from_default_file() method.from orionbot import Chatbot
# Create a Chatbot object
bot = Chatbot("My Bot")
# Train the chatbot from a file
bot.train_from_file("path/to/training_data.json")
# Train the chatbot from the default file
bot.train_from_default_file()
train_from_file(file_path) method reads the training data from a JSON file, specified by file_path parameter, and trains the chatbot with it. The file should be a dictionary with input texts as keys and response texts as values. The method loops over each input-output pair and calls train() method to train the chatbot with each pair.train_from_default_file() method reads the training data from the default file path training_data_qbot.json and trains the chatbot with it. This method is a shorthand for train_from_file() method where file_path parameter is set to the default file path.Let’s say you have a JSON file named training_data.json that contains the following training data:
{
"hello": ["Hi there!", "Hello!", "Hey!"],
"how are you": ["I'm doing great!", "I'm fine, thank you!", "I'm doing well."],
"what is your name": ["My name is MyBot.", "I'm MyBot.", "You can call me MyBot."]
}
You can train your chatbot using this dataset by calling the train_from_file() method like this:
from orionbot import Chatbot
# Create a Chatbot object
bot = Chatbot("My Bot")
# Train the chatbot from the file
bot.train_from_file("training_data.json")
This will train the chatbot with the input-output pairs in the training_data.json file. You can also use the default file path by calling the train_from_default_file() method like this:
from orionbot import Chatbot
# Create a Chatbot object
bot = Chatbot("My Bot")
# Train the chatbot from the default file
bot.train_from_default_file()
This will train the chatbot with the input-output pairs in the default training_data_qbot.json file.