How does Timpi Orca support RAG workflows?
RAG workflows combine retrieval, context preparation and generation in a controlled automation flow.
Answer
Timpi Orca supports RAG workflows by letting users connect retrieval, data, transform and AI model blocks. A workflow can retrieve background knowledge, merge it with a user question, call a suitable model and return an answer with the supporting context.
RAG can be combined with Timpi data sources, local JSON knowledge, external vector indexes or future specialized retrieval providers. Orca also supports parallel branches, so retrieval can happen while another branch classifies intent or prepares model routing.
- RAG Chat blocks for retrieval plus generation
- Transform blocks for context merging and prompt shaping
- Graph and report blocks for visualizing retrieved insights
- Published API endpoints for application integration