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Build a Simple AI Chatbot with Python
Tutorial August 04, 2024
python
- Model Loading: We use the
transformerslibrary to load theDialoGPTmodel, which is fine-tuned for conversational tasks. - Tokenization: The tokenizer converts input text into tokens that the model can process.
- Chat History: We maintain chat history to allow contextually relevant responses.
- Generating Responses: The model generates responses based on the input and chat history.
- Use Larger Models: For better quality responses, consider using larger models like
microsoft/DialoGPT-mediumormicrosoft/DialoGPT-large. - Fine-tuning: You can fine-tune the model on specific conversation data to make it more suited for particular domains or topics.
- User Interface: Integrate the chatbot into a web or mobile application for more interactive experiences.