How can you build a chatbot using Hugging Face s ConversationalPipeline

Question

With the help of code, can you explain how you can build a chatbot using Hugging Face’s ConversationalPipeline?

Answer 1

You can build a chatbot using Hugging Face's ConversationalPipeline by loading a pre-trained conversational model and interacting with it.

Here is the code example you can refer to:

In the above code, we are using the following:

• Pipeline Setup: Use pipeline("conversational") to load a pre-trained conversational model like BlenderBot.
• Conversation Object: Manage the dialogue state using the Conversation class.
• Interaction: Add user inputs to the conversation, and the model generates responses in real-time.

Hence, you can build a chatbot using Hugging Face s ConversationalPipeline.