Build AI Apps with Azure Database for PostgreSQL

Get started with generative AI in Azure Database for PostgreSQL

• Understand generative AI language models
• Describe the Azure AI extension
• Explore the Azure OpenAI schema
• Review the Azure Cognitive schema
• Examine the Azure Machine Learning schema
• Explore the Azure AI extension

Enable semantic search in Azure Database for PostgreSQL

• Understand semantic search
• Store vectors in Azure Database for PostgreSQL
• Create embeddings with the Azure AI extension
• Generate vector embeddings with Azure OpenAI
• Explore semantic search use cases
• Create a search function for a recommendation system

Summarize data with Azure AI Services and Azure database for PostgreSQL

• Explain extractive summarization
• Explore abstractive summarization
• Perform extractive and abstractive summarization

Perform sentiment analysis and opinion mining with Azure Database for PostgreSQL

• Explore sentiment analysis
• Describe opinion mining
• Analyze sentiment

Extract insights using Azure AI Language and Azure Database for PostgreSQL

• Extract key phrases
• Recognize entities
• Recognize personally identifiable information (PII) entities
• Extract insights using the Azure AI Language service

Translate Text with Azure AI Translator and Azure Database for PostgreSQL

• Explore the Azure AI Translator Service
• Translate data in Azure Database for PostgreSQL
• Translate text

Use Azure Machine Learning for inferencing from Azure Database for PostgreSQL

• Explore Azure Machine Learning
• Invoke Azure Machine Learning models
• Perform inference using Azure Machine Learning