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RAG Orchestration Studio
Design and compare RAG architectures before coding
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.
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.
RAGOS is an attempt to make that design layer more explicit.
It is a browser-based environment where users can explore different RAG patterns, visually design workflows, compare strategies side by side, and think through tradeoffs before committing to implementation.
I would especially love feedback on:
• which retrieval patterns feel most useful in practice
• where the workflow design experience is unclear
• what evaluation or comparison features would be most valuable next
About RAG Orchestration Studio on Product Hunt
“Design and compare RAG architectures before coding”
RAG Orchestration Studio was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #47 on the daily leaderboard. 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.
On the analytics side, RAG Orchestration Studio competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how RAG Orchestration Studio performed against the three products that launched closest to it on the same day.
Who hunted RAG Orchestration Studio?
RAG Orchestration Studio was hunted by Kinshuk Dutta. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of RAG Orchestration Studio including community comment highlights and product details, visit the product overview.
Kinshuk Dutta