A fully managed RAG-as-a-Service for developers to ingest, chunk, index, and retrieve multimodal data via API/SDK. It streamlines pipelines for accurate, relevant AI outputs.
Why use Katara?
Avoid tedious RAG setup; focus on building apps. Handles data sources, chunking, retrieval, and optimizations for faster deployment.
Who should use it?
Operators and Developers who want to implement AI apps like chatbots and productivity tools using their own data.
How does it work?
Connect data via APIs/connectors → automatic chunking/embedding → stored in vector DB → retrieval with re-ranking, entity support, and hybrid search.
Why is Katara better than alternatives?
Streamlined Vector Stores with APIs, SDKs, seamless integrations, and advanced features like summary indexing and hybrid search—deploy in minutes.
How much does it cost?
We have plans that scale with you, whether you're experimenting with AI or deploying workflows across your business.