Amgix

Open-source hybrid search system behind a single REST API.

About Amgix

Amgix is an open-source hybrid search system that combines keyword and vector retrieval for messy, real-world data. It handles ingestion, embedding generation and indexing behind one REST API, and can run as a single container with the Amgix One variant or scale out for larger deployments. Released under the AGPL, it is built for developers who need production search without assembling separate vector and text stacks.

Amgix website preview

Live preview of amgix.io via the WordPress mShots service — it can take a few seconds to generate on a first visit.

Amgix: strengths & things to check

Strengths

Completely free to use — this directory lists no paid plan for it.
Covers search, embeddings, api, hybrid search — see the focus areas listed in its key facts.
Has 6 close alternatives in the same category on this page, so switching or comparing is easy.

Things to check

Free tools can change their model or shut down — avoid locking critical work into it without an export path.
Current plan prices are not listed here (they change too often to print reliably) — confirm the exact price on the official site.
It is one of 1288 tools in the Developer Tools category here — compare it against the alternatives below before you commit.

Derived from this listing's own data (pricing model, focus areas and category) — not a hands-on review score.

Amgix pricing

Pricing model	Free — listed in this directory as a free tool, with no paid plan required to use it.
Free access	Yes — fully free
Current plan prices	Listed on the official site — prices change, so this directory links out instead of printing a number that may already be stale.
Official site	amgix.io

Amgix key facts

Category: Developer Tools
Pricing: Free — listed in this directory as a free tool, with no paid plan required to use it.
Focus areas: search, embeddings, api, hybrid search
Official site: amgix.io

Amgix FAQ

How much does Amgix cost?

Free — listed in this directory as a free tool, with no paid plan required to use it. Current plans and prices are listed on the official site (amgix.io).

What is Amgix used for?

Open-source hybrid search system behind a single REST API. Its focus areas in the Developer Tools category: search, embeddings, api, hybrid search.

Where can I try Amgix?

On its official site, amgix.io — the Visit Official Site button above goes straight there.

Amgix vs alternatives

	Amgix	Photon	Action1	Agentset
Pricing	Free — listed in this directory as a free tool, with no paid plan required to use it.	Free — listed in this directory as a free tool, with no paid plan required to use it.	Freemium — a free tier lets you start, and paid plans are available if you need more.	Freemium — a free tier lets you start, and paid plans are available if you need more.
Focus areas	search, embeddings, api, hybrid search	geocoding, search, maps, api	monitoring, deployment, api, infrastructure	rag, open source, document search, api
Official site	amgix.io	photon.komoot.io	action1.com	agentset.ai
Directory status	Listed	Listed	Listed	Listed

Side-by-side from each listing's own directory data. Full alternative cards are below.

About the Developer Tools category

Editors, platforms, and services developers rely on to build and ship software. The Developer Tools category on Tools Hub currently lists 1288 tools. Alongside Amgix, it includes Dropserver, xsrv, Fusio, Para.

FreeDeveloper Toolssearchembeddingsapihybrid-search

Alternatives to Amgix

Tools in the same Developer Tools category that share focus areas with Amgix — worth comparing before you commit:

Developer Tools

Photon

Fast geocoder built for OpenStreetMap data

Freegeocodingsearchmapsapi

Developer Tools

Action1

Developer infrastructure, handled

Freemiummonitoringdeploymentapiinfrastructure

Developer Tools

Agentset

Open-source RAG platform with built-in citations and deep research

Freemiumragopen sourcedocument searchapi

Developer Tools

AppSheet

Lets businesses create no-code apps from spreadsheets and databases for field.

Freemiumdeveloper-toolsapisaascloud

Developer Tools

Artillery

Load testing toolkit for APIs and services

Freemiumload-testingapiopen-source

Developer Tools

Atuin

Magical shell history with sync and search

Freeshell-historysyncsearch

More in Developer Tools

Comparing tools in the Developer Tools category? These related listings are worth a look: Dropserver — An application platform for your personal web services; xsrv — Install and manage self-hosted services with Ansible roles; Fusio — Open-source API management platform to build and monetise APIs.