Real-time retrieval for conversational AI
Sub-10 ms retrieval for voice agents, copilots, and multimodal apps.


Quick Start
Call the Moss model in minutes, then ground it in your own index.


Core Concepts
Learn how indexes, hybrid search, and real-time updates work under the hood.


Integrations
Connect Moss to LiveKit, Pipecat, LangChain, Vercel AI SDK, and more.


SDK Reference
Full API reference for the Python and TypeScript SDKs, with code examples.


API Reference
Explore every REST endpoint with authentication, request parameters, and responses.


Voice Agents
Build voice agents that retrieve context during the conversation.