Oracle Developers | Day One and Beyond - Building GenAI Solutions on Oracle Cloud Infrastructure (OCI) @oracledevs | Uploaded August 2024 | Updated October 2024, 3 hours ago.
This session covers various GenAI services that OCI developers have at their fingertips today. Learn about using OCI’s Gen-AI service to embed a Large Language Models (LLM) into a data-handling pipeline that can auto-generate text for a wide variety of use cases (eg marketing materials, product summaries, standardized reports, issue tracking, etc) This will be followed by Retrieval Augmented Generation (RAG) which uses LLM to swiftly generate summaries/solutions/Q&A answers that are derived from your business’s industry specific and/or confidential documentation. Finally, you will learn about vector database and its role in a RAG pipeline, and Select-AI which uses LLM for Natural Language to SQL (NL2SQL), which allows one to converse with database data without actually writing any SQL.
Self-Study:
blogs.oracle.com/ai-and-datascience/post/ga-oci-generative-ai
apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3928&clear=RR,180&session=124857237372527
blogs.oracle.com/machinelearning/post/introducing-natural-language-to-sql-generation-on-autonomous-database
apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3831
This session covers various GenAI services that OCI developers have at their fingertips today. Learn about using OCI’s Gen-AI service to embed a Large Language Models (LLM) into a data-handling pipeline that can auto-generate text for a wide variety of use cases (eg marketing materials, product summaries, standardized reports, issue tracking, etc) This will be followed by Retrieval Augmented Generation (RAG) which uses LLM to swiftly generate summaries/solutions/Q&A answers that are derived from your business’s industry specific and/or confidential documentation. Finally, you will learn about vector database and its role in a RAG pipeline, and Select-AI which uses LLM for Natural Language to SQL (NL2SQL), which allows one to converse with database data without actually writing any SQL.
Self-Study:
blogs.oracle.com/ai-and-datascience/post/ga-oci-generative-ai
apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3928&clear=RR,180&session=124857237372527
blogs.oracle.com/machinelearning/post/introducing-natural-language-to-sql-generation-on-autonomous-database
apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3831
