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SDKs

Memorose provides thin official SDKs for the current /v1 runtime.

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Available SDKs

LanguagePackageNotes
PythonmemoroseStream-scoped events and retrieval
Node.js / TypeScriptmemorose-clientTyped client for /v1 routes
Gogithub.com/memorose/memorose-sdk/goContext-aware HTTP client
Javadev.memorose.sdk:memorose-clientJava model classes and client
The SDKs mirror the documented REST API and send x-api-key when an API key is configured.

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Reranking and arbitration

Reranker mode is configured on the server, not in SDK constructors. To use internal model-based arbitrator mode, start the server with: 
MEMOROSE__RERANKER__TYPE=arbitrator
MEMOROSE__RERANKER__MODEL=gemini-3.1-flash-lite-preview
MEMOROSE__RERANKER__MAX_CANDIDATES=32
The per-request enable_arbitration field controls retrieval-time memory arbitration behavior exposed by the API. It does not select the server reranker implementation or model.

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Direct HTTP fallback

If an SDK does not expose a newly added route yet, use the REST API documented in this site directly. The SDKs are intentionally thin wrappers over the same HTTP surface.