Rick Sanchez chatbot
Explore
This project creates a unique chatbot that mimics the personality and speech patterns of Rick Sanchez from the TV show "Rick and Morty". The chatbot engages users in natural conversations within a Discord server, providing an entertaining and interactive experience for fans of the show. The project demonstrates the application of natural language processing and machine learning techniques in creating character-specific AI chatbots.
Technical details:
- Utilizes PyTorch and HuggingFace's DialoGPT model, fine-tuned for Rick's personality
- Implements Postgres for storing conversation history and user interactions
- Uses Redis for caching frequently accessed data and improving response times
- Containerized with Docker for easy deployment and scaling
- Incorporates a custom web scraping system built with Puppeteer to gather training data
- Optimized text generation through hyperparameter tuning and mini-batching
Try it out on huggingface . This model was really really (2020) outdated since GPT & LLMs.