Your whole stack becomes Duplex’s toolset.
RAG, caches, knowledge graphs, search, databases, APIs and models: Duplex calls each one when a step needs it, and learns which works best.
One toolset. Nothing replaced.
Step 1 of 8: Retrieval and RAG
It learns which tool to call.
Confirmed results decide which tool each kind of request gets, and keep deciding as your sources change.
Step 1 of 4: Tries
For a new kind of request, Duplex tries the tools that could help.
The difference learning makes.
The same tools on their own, against Duplex, on the same work.
Step 1 of 4: A rule changes
After a rule changed, a cache fell to 42.6%. Duplex held 92.5%.
Operational intelligence.
Less repeated work, and deeper reasoning where it pays.
Step 1 of 4: Your stack
Your retrieval, caches, knowledge graphs, APIs and models become tools Duplex can call.