> ## Documentation Index
> Fetch the complete documentation index at: https://docs.moss.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Moss documentation

> Set up Moss semantic search with SDK quickstarts, core concepts, integration guides, and API reference for conversational AI.

# Real-time retrieval for conversational AI

Sub-10 ms retrieval for voice agents, copilots, and multimodal apps.

![Quick Start](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-light-01.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=43061df27ac77ebcb1771b91f72777bb)

![Quick Start](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-dark-01.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=4752e99b108869dd086cbdd9ab9f5160)

### [Quick Start](https://docs.moss.dev/docs/inference/quickstart.md)

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

![Core Concepts](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-light-02.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=8557e003f309e0d280fb54c108e4db8d)

![Core Concepts](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-dark-02.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=e336ab15216d0a26b29a0bef09886457)

### [Core Concepts](https://docs.moss.dev/docs/start/core-concepts.md)

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

![Integrations](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-light-03.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=a4894b47b17096ab63794d80b4b40875)

![Integrations](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-dark-03.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=e95fb3ba697d7d0dd1a83c260bbb0b0e)

### [Integrations](https://docs.moss.dev/docs/integrations/livekit.md)

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

![SDK Reference](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-light-04.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=d50d69bf6f8ad91cdb56e30609602320)

![SDK Reference](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-dark-04.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=5c9d57575a3085bfd0c24c29740598c6)

### [SDK Reference](https://docs.moss.dev/docs/reference/python/api.md)

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

![API Reference](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-light-05.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=0cc2e3d6c98fdffd076e2aa9d6d50d18)

![API Reference](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-dark-05.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=ef61c7c69a28829911af1e18d4ff2fda)

### [API Reference](https://docs.moss.dev/docs/api-reference/v1/getting-started/introduction.md)

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

![Voice Agents](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-light-06.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=bce993a31ac797f9de55f1a5c25ce11c)

![Voice Agents](https://mintcdn.com/moss-afcfb0b6/ajTFkA1i1FLXX8GX/images/home/docs-dark-06.png?fit=max\&auto=format\&n=ajTFkA1i1FLXX8GX\&q=85\&s=fa46d498cc880ceb33fa9f1ef85a97bf)

### [Voice Agents](https://docs.moss.dev/docs/voice-agents/voice-agents.md)

Build voice agents that retrieve context during the conversation.


This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.