View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 81 Which component is responsible for storing documents so they can be retrieved by an AI application? Speech recognizer Knowledge source Text-to-speech engine Image detector Correct Answer: 2 Explanation A knowledge source contains information that an AI application can use when answering questions […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 101 Which Azure AI capability can extract key phrases from customer reviews? Azure AI Language Azure AI Vision Azure AI Speech Azure AI Search Correct Answer: 1 Explanation Azure AI Language provides natural language processing capabilities that can identify important words and phrases […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 121 Which Azure service is designed to analyze the layout and content of documents? Azure AI Speech Azure AI Document Intelligence Azure AI Language Azure AI Search Correct Answer: 2 Explanation Azure AI Document Intelligence is designed to analyze documents and extract useful […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 141 Which Azure AI capability can translate text from one language to another? OCR Object detection Sentiment analysis Machine translation Correct Answer: 4 Explanation Machine translation converts written content from one language into another supported language. It is useful for multilingual applications, customer-support […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 161 Which capability helps an AI application understand relationships between words based on meaning? OCR Speech synthesis Object detection Embeddings Correct Answer: 4 Explanation Embeddings represent content as numerical vectors that capture semantic relationships. Text with similar meanings can produce vectors that are […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 181 Which capability allows an AI model to work with both text and images? Batch processing OCR Multimodal processing Rate limiting Correct Answer: 3 Explanation Multimodal processing allows an AI model to work with different types of information, such as text and images, […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 201 What is the main purpose of chunking documents in a RAG system? To convert speech into text To divide large content into searchable sections To remove authentication To increase image resolution Correct Answer: 2 Explanation Chunking divides large documents into smaller sections […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 221 Which component stores vector representations for similarity-based retrieval? Speech service Vector index Content filter Secret store Correct Answer: 2 Explanation A vector index stores numerical representations, called embeddings, so that applications can perform similarity-based searches. When a user submits a query, the […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 241 What is the purpose of an embedding? Store user passwords Convert speech into audio Represent content numerically for similarity comparison Detect document tables Correct Answer: 3 Explanation An embedding represents content as a numerical vector that captures aspects of its meaning. Text, […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 261 What is the main purpose of a vector database or vector index in an AI application? Store passwords Store and search embeddings Convert speech to text Generate invoices Correct Answer: 2 Explanation A vector database or vector index stores embeddings and enables […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 281 Which capability helps an AI agent remember information during a conversation? OCR Image classification State or memory management Rate limiting Correct Answer: 4 Explanation State or memory management allows an AI agent to maintain relevant information across multiple interactions or steps in […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 301 Which capability allows an AI agent to retrieve current information from a business system? Tool calling OCR Image classification Text-to-speech Correct Answer: 1 Explanation Tool calling allows an AI agent to interact with external systems and retrieve information that is not available […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 321 Which component stores documents so they can be searched by an AI application? Azure AI Search index Azure AI Speech Azure AI Vision Azure AI Language Correct Answer: 1 Explanation An Azure AI Search index stores searchable representations of data so applications […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 341 Which capability allows an AI agent to perform an external action? Tool calling OCR Sentiment analysis Embedding Correct Answer: 4 Explanation Tool calling allows an AI agent to interact with external functions, APIs, or services to perform actions beyond generating text. For […]

View Full Microsoft AI-103 Exam Dumps and Practice Test Dumps.   Question 361 Which capability helps an AI agent remember information during a conversation? OCR Speech translation State or memory management Object detection Correct Answer: 4 Explanation State or memory management allows an AI agent to maintain relevant information across multiple interactions. For example, an […]