In this Autonomous Database Learning Lounge session, the Database Tools PM and the Autonomous Database PM teams shared how to develop GenAI-powered apps that use your data, and that can get answers from natural language questions.
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Outline
Marty Gubar, Director of Product Management and Jeff Smith, Distinguished Product Manager took us on a journey of RESTful application development that includes advanced AI capabilities. AI and ML offer incredible promise to organizations - like speaking "human" to get answers about your business. Sounds hard - but it's not.
This session showed how you can quickly and easily realize those benefits by delivering high value AI services. You learned how to develop a RESTful web service that allows any tool or application to get answers from natural language questions.
The data can come from any source accessible to Autonomous Database, including data stored inside the database, data lakes, or other relational stores.
Video highlights:
01:43 Agenda
02:50 Important links on Autonomous Database
03:18 Developing web services on Autonomous Database
05:46 Oracle: the most 'connected database' in the marketplace
07:30 Autonomous Database is t's developer ready and REST is a Core Feature
12:47 REST APIs used by customers
14:01 25 lines of code to build a REST API
16:55 Secure by default: Security is key
18:03 Generative AI use cases across business functions
19:09 Generative AI models
20:12 Autonomous Database Select AI
21:16 Live demonstrations: analyze your data with natural language and AI
26:34 Three simple AI APIs for developing business logic
29:13 AI profiles encapsulate model usage
31:13 Query your data using natural language
33:01 Analyze your data using your AI
33:35 Enhance GenAI with context from private data
34:10 Create clear prompts for the LLM
35:08 Use built-in JSION
36:15 Publish the business logic as a RESTful service with ORDS
36:50 Live demo: publish a RESTful service with ORDS
40:52 Live demo: deliver analytic services to your organization
46:19 Key Takeaways
46:46 Get started!
47:22 Q&A
58:33 Final thoughts

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