Amgix
amgix.ioOpen-source hybrid search system behind one REST API
Dev Toolssearchhybrid-searchvector-searchopen-sourcerest-apiembeddingsself-hosted
About
Amgix is an open-source hybrid search system that consolidates document ingestion, embedding, and retrieval into a single REST API. It eliminates the need to manually wire together embedding services, message brokers, vector databases, and fusion logic. It supports deployments ranging from a single Docker container to a distributed multi-tier architecture, and includes a built-in dashboard and Prometheus metrics.
Problem
Building hybrid search today requires stitching together multiple systems including embedding services, message queues, vector databases, and custom fusion logic.
For
Software developers and infrastructure operators building search into applications
How it works
Developers POST documents to a single REST API; Amgix internally handles queueing, deduplication, embedding, and server-side dense/sparse fusion to return ranked results.
Business model
open-source
Status
launched