Uploaded August 2026 | Updated September 2026, 3 weeks ago
Oracle AI Data Platform Knowledge Bases prepare enterprise documents for semantic retrieval so AI agents can access relevant information during conversations. Configure embeddings, document ingestion, and indexing to support retrieval-augmented generation with your organization’s content. Explore additional details at the resources linked below.
In this tutorial, learn how to create and configure a Knowledge Base for AI agents in Oracle AI Data Platform. A Knowledge Base indexes enterprise documents for semantic retrieval, providing the foundation for AI agents to retrieve relevant information from organizational content during conversations.
The tutorial shows how to create a Knowledge Base and configure an embedding model, chunk size, and chunk overlap. It explains how chunk size determines the number of characters grouped for semantic search and how chunk overlap shares characters between consecutive chunks to help preserve context. The tutorial also covers selecting an optional compute cluster for ingestion and connecting a standard or external volume as a document data source.
Next, learn how to configure supported file types and begin document ingestion. During ingestion, Oracle AI Data Platform creates vector embeddings and indexes the content to prepare documents for semantic search. The tutorial demonstrates how to monitor ingestion from the job runs tab and determine when the Knowledge Base is ready for semantic retrieval. Once ingestion is complete, the Knowledge Base can be selected by a retrieval-augmented generation tool, allowing an AI agent to retrieve relevant enterprise information from the indexed documents during conversations.
Find training paths for Oracle Analytics and AI from beginner to advanced and expert: https://social.ora.cl/6003B1RJYl
Check out detailed instructions on using Knowledge Bases: https://social.ora.cl/6000B1RJWm
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Join us at Oracle AI World: https://social.ora.cl/60035eVvJ
Contact AIDP sales: https://social.ora.cl/6003FLUMT
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Join the Oracle AIDP Community: https://social.ora.cl/60087h7Bj
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Oracle AI Data Platform Knowledge Bases prepare enterprise documents for semantic retrieval so AI agents can access relevant information during conversations. Configure embeddings, document ingestion, and indexing to support retrieval-augmented generation with your organization’s content. Explore additional details at the resources linked below.
In this tutorial, learn how to create and configure a Knowledge Base for AI agents in Oracle AI Data Platform. A Knowledge Base indexes enterprise documents for semantic retrieval, providing the foundation for AI agents to retrieve relevant information from organizational content during conversations.
The tutorial shows how to create a Knowledge Base and configure an embedding model, chunk size, and chunk overlap. It explains how chunk size determines the number of characters grouped for semantic search and how chunk overlap shares characters between consecutive chunks to help preserve context. The tutorial also covers selecting an optional compute cluster for ingestion and connecting a standard or external volume as a document data source.
Next, learn how to configure supported file types and begin document ingestion. During ingestion, Oracle AI Data Platform creates vector embeddings and indexes the content to prepare documents for semantic search. The tutorial demonstrates how to monitor ingestion from the job runs tab and determine when the Knowledge Base is ready for semantic retrieval. Once ingestion is complete, the Knowledge Base can be selected by a retrieval-augmented generation tool, allowing an AI agent to retrieve relevant enterprise information from the indexed documents during conversations.
Find training paths for Oracle Analytics and AI from beginner to advanced and expert: https://social.ora.cl/6003B1RJYl
Check out detailed instructions on using Knowledge Bases: https://social.ora.cl/6000B1RJWm
Like what you learned about Oracle Fusion AI Data Platform? Subscribe now https://social.ora.cl/60025k87j
Join us at Oracle AI World: https://social.ora.cl/60035eVvJ
Contact AIDP sales: https://social.ora.cl/6003FLUMT
Learn more about Oracle AIDP: https://social.ora.cl/60047h76Q
Join the Oracle AIDP Community: https://social.ora.cl/60087h7Bj
Follow us here:
LinkedIn: https://social.ora.cl/60035eXuF
X: https://social.ora.cl/6008abVgG
Instagram: https://social.ora.cl/60095eXDN
Facebook: https://social.ora.cl/60065enQp
