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How can I use Rasa to manage multiple intents in a single conversation?
Asked on Dec 05, 2025
Answer
To manage multiple intents in a single conversation using Rasa, you can utilize Rasa's stories and rules to define the conversational flow and handle different intents effectively. This involves creating a story that outlines how the bot should respond when multiple intents are detected in a conversation.
Example Concept: In Rasa, you can manage multiple intents by defining stories that sequence user intents and corresponding bot actions. Use Rasa's "stories" to map out the expected flow of conversation, allowing the bot to handle multiple intents by predicting the next action based on the conversation history. This approach ensures that the bot can respond contextually to different user inputs within a single interaction.
Additional Comment:
- Ensure your training data includes examples of conversations with multiple intents to improve model accuracy.
- Use Rasa's interactive learning feature to refine how the bot handles complex conversations.
- Consider using slots to maintain context and track information across multiple intents.
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