Skip the RAG complexity. Ship faster.

Building RAG from scratch means months of work: vector databases, embedding pipelines, chunking strategies, user isolation, file processing, search optimization… the list goes on. LiquidIndex handles all of this for you. Get production-ready semantic search with just three API calls:
  1. Create customers → Isolated data spaces
  2. Generate upload sessions → Users upload documents
  3. Query with context → Get AI answers + source chunks
From idea to production in under 10 minutes. No infrastructure setup, no ML expertise required.

What makes LiquidIndex different?

Multi-tenant by default

Built-in customer isolation. Each user gets their own secure data space with zero configuration.

Upload sessions

Generate secure URLs where users upload files directly. No file handling on your servers.

Smart chunking

Advanced document processing that preserves context and handles any file type automatically.

Instant search

Semantic search + AI answers in one API call. Get relevant chunks and generated responses together.

Ready to build?

Quickstart Guide

Build a complete RAG backend in under 10 minutes. Copy, paste, and deploy.

Learn more