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|[`@loop-engine/adapter-perplexity`](/docs/packages/adapter-perplexity)| Perplexity Sonar (`sonar`, `sonar-pro`, …) — `LLMAdapter` with citations for research steps |
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|[`@loop-engine/adapter-perplexity`](/docs/packages/adapter-perplexity)| Perplexity Sonar (`sonar`, `sonar-pro`, …) — `ToolAdapter` with citations for research steps |
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The Perplexity package implements `LLMAdapter.invoke()` (text + citations), not the actor `createSubmission` flow. Use it where you need grounded retrieval inside a loop; use the actor adapters above for structured signal decisions.
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The Perplexity package implements `ToolAdapter.invoke()` (text + citations), not the actor `createSubmission` flow. Use it where you need grounded retrieval inside a loop; use the actor adapters above for structured signal decisions.
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## What it does
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Implements `LoopStorageAdapter` over HTTP. Any REST service that speaks the adapter protocol can back loop state storage. This is useful for integrating with existing services or remote storage planes.
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Implements `LoopStore` over HTTP. Any REST service that speaks the adapter protocol can back loop state storage. This is useful for integrating with existing services or remote storage planes.
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## Adapter protocol
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## Note
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If your backend is in the same process, implementing `LoopStorageAdapter` directly is usually simpler than standing up the HTTP protocol.
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If your backend is in the same process, implementing `LoopStore` directly is usually simpler than standing up the HTTP protocol.
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## ⟩ AI Providers
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Use any major LLM as a governed actor. Provider actor adapters produce the same `AIAgentActor` shape — switching providers requires changing one import. Perplexity Sonar covers **grounded retrieval with citations** as an `LLMAdapter` for research steps (see the package reference).
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Use any major LLM as a governed actor. Provider actor adapters produce the same `AIAgentActor` shape — switching providers requires changing one import. Perplexity Sonar covers **grounded retrieval with citations** as a `ToolAdapter` for research steps (see the package reference).
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<divclassName="grid gap-4 md:grid-cols-2">
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<IntegrationCard
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## Building an integration?
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The Loop Engine adapter interface is open and documented. Any backend that implements `LoopStorageAdapter` is valid.
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The Loop Engine adapter interface is open and documented. Any backend that implements `LoopStore` is valid.
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## What it does
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`@loop-engine/adapter-perplexity` implements `LLMAdapter.invoke()` against the Sonar chat API. You get answer text plus structured citations for audit and evidence attachment. Use it where provenance matters more than open-ended generation.
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`@loop-engine/adapter-perplexity` implements `ToolAdapter.invoke()` against the Sonar chat API. You get answer text plus structured citations for audit and evidence attachment. Use it where provenance matters more than open-ended generation.
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