Preparing your content
Integrations
Drop-in sub-10ms semantic search for the frameworks and platforms you already use. Install the SDK, create an index, and start querying in minutes.
Agent Framework
LangChain is the most popular framework for building LLM-powered applications.
DSPy replaces hand-written prompts with compiled, optimized LLM programs.
AI SDK
The @moss-tools/vercel-sdk package exposes Moss operations as standard AI SDK tools.
Voice Platform
LiveKit provides real-time audio and video infrastructure for voice agents.
Pipecat is an open-source framework for building voice and multimodal agents.
VAPI provides hosted voice agent infrastructure with support for custom knowledge bases via webhooks.
ElevenLabs provides conversational AI agents with speech synthesis.
Docs Platform
The vitepress-plugin-moss package adds real-time semantic search to any VitePress documentation site.
Protocol
The @moss-tools/mcp-server package exposes Moss as a Model Context Protocol server, giving AI coding assistants like Claude Desktop, Cursor, and VS Code direct access to your knowledge base.
Web Framework
Moss integrates with Next.js using Server Actions for a clean client-server search pattern.