Agentic RAG

Agentic RAG integrates an AI Agent into the RAG pipeline to orchestrate and perform complementary actions. This improves the retrieval, optimizing relevance and overall output quality.

Enabling Agentic RAG

To enable Agentic RAG, head to the **Settings** of your Knowledge Base and toggle on **Agentic RAG**. You'll then be able to configure the related model.

The agent performs two main actions:

Document Grading, which ensures relevant chunks are retrieved.
Query Refinement, improving the query if needed.

Example

See the screenshot below on how the input query gets refined.

Input query: is my suitcase too big? is reformulated to luggage size requirements and restrictions for carry-on and checked baggage