Generators in data store Vertex AI Conversations - Google Cloud ...
When building a hybrid bot using Dialogflow CX & Vertex AI Conversations, incorporating unstructured data in HTML format can be a beneficial practice. One common question that arises is about the best practices for utilizing generators in the data store.
Should you limit yourself to one generator with a text prompt instruction, or is it more effective to implement several generators for improved responses? If the latter is true, what recommendations or examples exist for employing different generators within the data store?
Currently, I am utilizing a single generator within the data store for my bot. However, I am considering the possibility of incorporating multiple generators to enhance the bot's responses, particularly since it is being utilized for an FAQ site.
It is recommended to use one generator per use case. For example:
- Summarization
- Classification
All of these generators can efficiently utilize a single data store, demonstrating that this approach is not only feasible but also effective.
Best,
Xavi
