Plotly Chatbot Builder

Yes, Plotly Chatbot Builder allows you to use an LLM of your choice, or no AI at all. As a developer, you can manually write and cache insights to answer specific questions from end users.

The chatbots you create with Plotly Chatbot Builder are AI-powered and can answer a wide range of questions about data visualization and beyond. This could include descriptive, prescriptive, and predictive analysis, as well as other context external to your data app. Additionally, you can tailor the chatbot to specific use cases for documentation retrieval, PDF analysis, and dropdown manipulation in charts/graphs.

No, Plotly Chatbot Builder is included with Dash Enterprise 5.3 or higher. If you are not an Enterprise customer, please contact our sales team to learn how to get started.

Plotly Chatbot Builder is enabled with this small block of code:

app.setup_chatbot(
   ...
)

app.layout = ddk.App([
    Chatbot()
])

If you are not an Enterprise customer, please contact our sales team to learn how to get started.

Yes, Plotly Chatbot Builder is an opt-in, model-agnostic feature. You can choose which large language model (OpenAI, Google Gemini, open source, in-house) you want, allowing you to choose how to work with your proprietary and sensitive data.

Yes, if you want to add context to your charts, for example, you could choose the "manual" option and add the information in yourself, or you could add your own custom model that has your business knowledge to answer the question. You can also cache pre-written answers to display to users when they ask certain questions.

Yes, you can move the chatbot to the right or left side of the application for easy access and customize the chatbot color, button layouts, and chatbot tone of voice.