Exam Professional Data Engineer topic 1 question 192 discussion

D is correct: https://cloud.google.com/dialogflow/es/docs/how/detect-intent-tts#:~:text=Dialogflow%20can%20use%20Cloud%20Text,to%2Dspeech%2C%20or%20TTS.

The best option would be to use Dialogflow to implement the chatbot, defining the intents based on the most common queries collected. Dialogflow is a conversational AI platform that allows for easy implementation of chatbots without needing to code. It has built-in integration for both text and voice input via APIs like Cloud Speech-to-Text. Defining intents and entity types allows you to map common queries and keywords to responses. This would provide a low/no-code way to quickly build and iteratively improve the chatbot capabilities. Option A and B would require more heavy coding to handle speech input/output. Option C still requires coding the complex query handling. Only option D leverages the full capabilities of Dialogflow to enable no-code chatbot development and ongoing improvements as more conversational data is collected. Hence, option D is the best approach given the requirements.

Low-code or no-cade requirement makes it easy to decide.

D is the answer. https://cloud.google.com/dialogflow/docs Dialogflow is a natural language understanding platform that makes it easy to design and integrate a conversational user interface into your mobile app, web application, device, bot, interactive voice response system, and so on. Using Dialogflow, you can provide new and engaging ways for users to interact with your product. Dialogflow can analyze multiple types of input from your customers, including text or audio inputs (like from a phone or voice recording). It can also respond to your customers in a couple of ways, either through text or with synthetic speech.

D https://cloud.google.com/dialogflow/es/docs/how/detect-intent-tts#:~:text=Dialogflow%20can%20use%20Cloud%20Text,to%2Dspeech%2C%20or%20TTS.

D definitely, as the documentation says (specially that you can call the detect Intect method for audio inputs): https://cloud.google.com/dialogflow/es/docs/how/detect-intent-tts Also Speech-To-Text API does nothing more than translate.

Answer D https://cloud.google.com/dialogflow/es/docs/how/detect-intent-tts

https://cloud.google.com/dialogflow/es/docs/how/detect-intent-stream Vote D

C. Use Dialogflow for simple queries and the Cloud Speech-to-Text API for complex queries. This seem the best answer here but not the best answer in real world. But with the Question, the answer must be the combination of both Diagflow and Speech API