{"course":{"productid":34932,"modality":1,"active":true,"language":"fr","title":"Build AI Apps with Azure Database for PostgreSQL","productcode":"AI-3019","vendorcode":"MS","vendorname":"Microsoft","fullproductcode":"MS-AI-3019","courseware":{"has_ekit":true,"has_printkit":false,"language":""},"url":"https:\/\/portal.flane.ch\/course\/microsoft-ai-3019","essentials":"<p>Before starting this module, you should have experience working with PostgreSQL databases, writing SQL queries, and a general understanding of AI and ML concepts.<\/p>","contents":"<h4>Get started with generative AI in Azure Database for PostgreSQL<\/h4><ul>\n<li>Introduction<\/li><li>Understand generative AI language models<\/li><li>Describe the Azure AI extension<\/li><li>Explore the Azure OpenAI schema<\/li><li>Review the Azure Cognitive schema<\/li><li>Explore semantic operators<\/li><li>Examine the Azure Machine Learning schema<\/li><li>Exercise-Explore the Azure AI extension<\/li><li>Module assessment<\/li><li>Summary<\/li><\/ul>\n<h4>Enable semantic search in Azure Database for PostgreSQL<\/h4><ul>\n<li>Introduction<\/li><li>Understand semantic search<\/li><li>Store vectors in Azure Database for PostgreSQL<\/li><li>Create embeddings with the Azure AI extension<\/li><li>Exercise - Generate vector embeddings with Azure OpenAI<\/li><li>Explore semantic search use cases<\/li><li>Exercise - Create a search function for a recommendation system<\/li><li>Module assessment<\/li><li>Summary<\/li><\/ul>\n<h4>Integrate AI Services to enrich your applications with intelligent features in Azure Database for PostgreSQL<\/h4><ul>\n<li>Introduction<\/li><li>Summarize data with Azure AI Services and Azure Database for PostgreSQL<\/li><li>Perform sentiment analysis and opinion mining in Azure Database for PostgreSQL<\/li><li>Extract insights using Azure Language and Azure Database for PostgreSQL<\/li><li>Translate text with Azure Translator and Azure Database for PostgreSQL<\/li><li>Exercise - Use Azure AI services with Azure Database for PostgreSQL<\/li><li>Use Azure Machine Learning for inference from Azure Database for PostgreSQL<\/li><li>Exercise - Perform inference with Azure Machine Learning and Azure Database for PostgreSQL<\/li><li>Module assessment<\/li><li>Summary<\/li><\/ul>\n<h4>Build RAG applications with Azure Database for PostgreSQL<\/h4><ul>\n<li>Introduction<\/li><li>Understand RAG pattern with Azure Database for PostgreSQL<\/li><li>Explore information retrieval challenges - scale and accuracy<\/li><li>Enhance scale with vector indexes<\/li><li>Build RAG Applications with Azure Database for PostgreSQL and Python<\/li><li>Exercise: Build RAG applications with Azure Database for PostgreSQL and Python<\/li><li>Improve accuracy with advanced RAG architectures<\/li><li>Explore GraphRAG with Azure Database for PostgreSQL<\/li><li>Exercise: Implement GraphRAG with Azure Database for PostgreSQL<\/li><li>Module assessment<\/li><li>Summary<\/li><\/ul>\n<h4>Implement generative AI agents with Azure Database for PostgreSQL<\/h4><ul>\n<li>Introduction<\/li><li>Understand AI agents with Azure Database for PostgreSQL<\/li><li>Apply information retrieval for agents<\/li><li>Evaluate agentic frameworks for integration with PostgreSQL<\/li><li>Implement AI agents with Foundry Agent Service<\/li><li>Exercise - Build an AI agent with Foundry Agent Service and Azure Database for PostgreSQL<\/li><li>Integrate AI agents with MCP and PostgreSQL<\/li><li>Module assessment<\/li><li>Summary<\/li><\/ul>\n<h4>Develop PostgreSQL solutions in Visual Studio Code with the PostgreSQL extension and GitHub Copilot<\/h4><ul>\n<li>Introduction<\/li><li>Understand how the PostgreSQL extension supports SQL development<\/li><li>Understand how GitHub Copilot integrates with the PostgreSQL extension<\/li><li>Use GitHub Copilot to generate, refine, and troubleshoot SQL queries<\/li><li>Exercise - Enhance PostgreSQL development with GitHub Copilot<\/li><li>Knowledge check<\/li><li>Summary<\/li><\/ul>","summary":"<p>Build AI Apps with Azure Database for PostgreSQL<\/p>","essentials_plain":"Before starting this module, you should have experience working with PostgreSQL databases, writing SQL queries, and a general understanding of AI and ML concepts.","contents_plain":"Get started with generative AI in Azure Database for PostgreSQL\n\n\n- Introduction\n- Understand generative AI language models\n- Describe the Azure AI extension\n- Explore the Azure OpenAI schema\n- Review the Azure Cognitive schema\n- Explore semantic operators\n- Examine the Azure Machine Learning schema\n- Exercise-Explore the Azure AI extension\n- Module assessment\n- Summary\n\nEnable semantic search in Azure Database for PostgreSQL\n\n\n- Introduction\n- Understand semantic search\n- Store vectors in Azure Database for PostgreSQL\n- Create embeddings with the Azure AI extension\n- Exercise - Generate vector embeddings with Azure OpenAI\n- Explore semantic search use cases\n- Exercise - Create a search function for a recommendation system\n- Module assessment\n- Summary\n\nIntegrate AI Services to enrich your applications with intelligent features in Azure Database for PostgreSQL\n\n\n- Introduction\n- Summarize data with Azure AI Services and Azure Database for PostgreSQL\n- Perform sentiment analysis and opinion mining in Azure Database for PostgreSQL\n- Extract insights using Azure Language and Azure Database for PostgreSQL\n- Translate text with Azure Translator and Azure Database for PostgreSQL\n- Exercise - Use Azure AI services with Azure Database for PostgreSQL\n- Use Azure Machine Learning for inference from Azure Database for PostgreSQL\n- Exercise - Perform inference with Azure Machine Learning and Azure Database for PostgreSQL\n- Module assessment\n- Summary\n\nBuild RAG applications with Azure Database for PostgreSQL\n\n\n- Introduction\n- Understand RAG pattern with Azure Database for PostgreSQL\n- Explore information retrieval challenges - scale and accuracy\n- Enhance scale with vector indexes\n- Build RAG Applications with Azure Database for PostgreSQL and Python\n- Exercise: Build RAG applications with Azure Database for PostgreSQL and Python\n- Improve accuracy with advanced RAG architectures\n- Explore GraphRAG with Azure Database for PostgreSQL\n- Exercise: Implement GraphRAG with Azure Database for PostgreSQL\n- Module assessment\n- Summary\n\nImplement generative AI agents with Azure Database for PostgreSQL\n\n\n- Introduction\n- Understand AI agents with Azure Database for PostgreSQL\n- Apply information retrieval for agents\n- Evaluate agentic frameworks for integration with PostgreSQL\n- Implement AI agents with Foundry Agent Service\n- Exercise - Build an AI agent with Foundry Agent Service and Azure Database for PostgreSQL\n- Integrate AI agents with MCP and PostgreSQL\n- Module assessment\n- Summary\n\nDevelop PostgreSQL solutions in Visual Studio Code with the PostgreSQL extension and GitHub Copilot\n\n\n- Introduction\n- Understand how the PostgreSQL extension supports SQL development\n- Understand how GitHub Copilot integrates with the PostgreSQL extension\n- Use GitHub Copilot to generate, refine, and troubleshoot SQL queries\n- Exercise - Enhance PostgreSQL development with GitHub Copilot\n- Knowledge check\n- Summary","summary_plain":"Build AI Apps with Azure Database for PostgreSQL","skill_level":"Intermediate","version":"1.0","duration":{"unit":"d","value":1,"formatted":"1 jour"},"pricelist":{"List Price":{"DE":{"country":"DE","currency":"EUR","taxrate":19,"price":690},"US":{"country":"US","currency":"USD","taxrate":null,"price":675},"CA":{"country":"CA","currency":"CAD","taxrate":null,"price":675},"AT":{"country":"AT","currency":"EUR","taxrate":20,"price":690},"SE":{"country":"SE","currency":"EUR","taxrate":25,"price":690},"IT":{"country":"IT","currency":"EUR","taxrate":20,"price":490},"PL":{"country":"PL","currency":"PLN","taxrate":23,"price":1200},"GB":{"country":"GB","currency":"GBP","taxrate":20,"price":940},"SI":{"country":"SI","currency":"EUR","taxrate":20,"price":690},"CH":{"country":"CH","currency":"CHF","taxrate":8.1,"price":690},"FR":{"country":"FR","currency":"EUR","taxrate":19.6,"price":990}}},"lastchanged":"2026-01-23T15:38:44+01:00","parenturl":"https:\/\/portal.flane.ch\/swisscom\/fr\/json-courses","nexturl_course_schedule":"https:\/\/portal.flane.ch\/swisscom\/fr\/json-course-schedule\/34932","source_lang":"fr","source":"https:\/\/portal.flane.ch\/swisscom\/fr\/json-course\/microsoft-ai-3019"}}