Build interactive chatbots using OpenAI's GPT-3.5-Turbo with R Shiny for dynamic conversations.
This project demonstrates the integration of OpenAI's language models, specifically GPT-3.5-Turbo, with R Shiny to create an interactive chat interface. Whether you're interested in building a chatbot, virtual assistant, or an innovative chat application, this repository provides the foundation to get started.
Customizable UI: Tailor the user interface to your specific chatbot or application needs. OpenAI Integration: Utilize OpenAI's language models for natural language understanding and generation. Temperature Control: Adjust response randomness with the "temperature" parameter. Chat History: Keep track of conversation history and maintain context. R Shiny: Leverage the capabilities of R Shiny for web application development. Deployment: Easily deploy your chat interface for others to interact with.
Clone the Repository: git clone https://github.com/Nerdthink/R_and_Openai/
Set Up OpenAI API: Obtain an API key from OpenAI and configure it in your R environment.
Install Dependencies: Install the required R packages by running install.packages("shiny") and any other necessary packages.
Run the App: Execute the R Shiny app by running shiny::runApp().
Feel free to customize the chat interface to suit your project's specific requirements. Add more interactive elements, integrate data sources, or experiment with advanced features to create a chatbot that meets your unique needs.
Contributions and enhancements are welcome! If you have ideas for improvements or new features, please open an issue or submit a pull request.