Query Pipelines in a Nutshell
The RheinInsights query pipelines combine a query preprocessing with a flexible choice of the search index, you like to query and a post-processing of the search results.
Query Processing. Here you can transform your query. A query transformation can for instance include an intent recognition, language detection or a key phrase extraction.
Result Processing. The search results can be processed prior to returning it to the search interface or your application. Result processing can include generating answers and recombining results using generative AI. Or simply a field and filter mapping to achieve a common search experience, e.g. for native Microsoft Search results.
Features
- Flexible configuration for all use cases
- Each query API can be used in a search result list in our search interface or through or APIs
- Query processing
- LLM-powered keyphrase extractions
- Language detection
- Intent recognition
- Result processing
- LLM-powered answer generation
- Field name mappings
- Filter mappings
- Field assignments
- Early binding security trimmed search built-in
- and more
