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RAG Orchestration Studio is a browser-based environment for exploring and designing retrieval architectures. It helps teams compare vector, graph, hybrid, and vectorless RAG patterns, visually design workflows, and think through tradeoffs before committing to implementation. Built for practitioners who want to treat RAG as an architecture problem, not just a vector database pattern.
RAG Orchestration StudioDesign and compare RAG architectures before coding
Kinshuk Duttaleft a comment
I built RAG Orchestration Studio because I think many teams start RAG design too late in the stack. The default path is usually embeddings, vector database, framework, top-k retrieval, then hope the architecture fits the problem. But many real-world retrieval problems depend on more than semantic similarity. They depend on structure, relationships, metadata, temporal context, and precision....
RAG Orchestration StudioDesign and compare RAG architectures before coding
Kinshuk Duttastarted a discussion
How are you deciding between vector, graph, hybrid, and vectorless RAG?
I’ve been building RAG Orchestration Studio around one core idea: RAG is not just a vector database pattern, it is a retrieval architecture problem. A lot of teams still start with embeddings, a vector DB, and top-k retrieval, then try to force the problem into that shape. But many real-world retrieval systems depend on structure, relationships, metadata, temporal context, and precision...