Creating a Chatbot with Language Model (LLM) Integration

[limwualice]

Description:
Create a chatbot that incorporates a Language Model (LLM) for generating responses. The chatbot will aim to understand what types of restaurant environment, food, parking, etc that the user is interested in.

• Language Model Selection: Discuss different LLM frameworks available, such as Hugging Face's Transformers or OpenAI's GPT models, and their suitability for the chatbot application.
• Dataset Selection: Explore options for acquiring or preparing a dataset that aligns with the chatbot's domain or purpose. Perhaps using the Yelp API does not give enough reviews for our purposes.
• Preprocessing: Outline the necessary steps for preprocessing the dataset to make it compatible with the LLM training requirements.
• Training: Explain the training process of the LLM using the preprocessed dataset, including details like model architecture, hyperparameters, and training techniques.