Deploy an AI-powered enterprise search engine using Oracle Generative AI Agents, Oracle Database 23ai Vector, and OCI OpenSearch
Search powered by artificial intelligence (AI) is intended to help
employees in every line of business get immediate answers to complex queries. But
writing programmatic queries using keywords or semantic search can be extremely
challenging if not impossible for anyone without technical expertise.
By using Oracle Generative AI services, anyone with a keyboard or voice command interface can:
- Quickly predict customer purchase behaviors by asking natural language questions
- Instantly retrieve information from a knowledge base, and provide contextually relevant solutions to complex problems
- Access and synthesize technical manuals and support forums to instantly retrieve step-by-step instructions
By combining Oracle Generative AI Retrieval-Augmented Generation (RAG) Agents with a supported knowledge base, cloud engineers and enterprise architects can quickly:
- Build an intelligent search system that supports hybrid search (keyword search and semantic search), advanced data retrieval, and reranking to provide the most precise and relevant information
- Provide a chat interface where any authorized user, with or without technical expertise, can use natural language to query enterprise data
- Provide a managed vector data store and automated data ingestion pipeline to enable efficient storage and retrieval of complex data