nixiesearch  by nixiesearch

Search engine for hybrid text+semantic retrieval, designed for ease of ops

Created 3 years ago
614 stars

Top 52.7% on SourcePulse

GitHubView on GitHub
Project Summary

Nixiesearch is a hybrid search engine designed for consumer-facing applications, offering a modern alternative to complex Elasticsearch/OpenSearch clusters. It targets developers seeking a scalable, maintainable search solution with integrated semantic search capabilities, aiming to simplify operations and reduce infrastructure headaches.

How It Works

Nixiesearch leverages Apache Lucene for core search functionalities, including multi-language support, faceting, and advanced filtering. Its key innovation is a decoupled architecture where compute and storage are separated, with all index data residing on S3-compatible storage. This stateless design enables risk-free backups, upgrades, schema changes, and auto-scaling. It supports pull-based indexing via Spark ETL for both offline and online incremental updates, avoiding direct cluster manipulation.

Quick Start & Requirements

  • Install/Run: docker run -itp 8080:8080 -v .:/data nixiesearch/nixiesearch:latest standalone -c /data/config.yml
  • Prerequisites: Docker, S3-compatible storage, ONNX Runtime (for local embedding inference, SaaS providers also supported).
  • Setup: Minimal setup time, primarily configuration.
  • Links: Quickstart Guide, Live Demo

Highlighted Details

  • Hybrid search (text + semantic) with integrated embedding inference and RAG API support.
  • Decoupled S3-based storage and stateless compute for simplified operations and scalability.
  • Apache Lucene foundation provides robust features like multi-language support, faceting, and suggestions.
  • Immutable index configurations facilitate easy blue-green deployments.

Maintenance & Community

The project is open-source, inspired by search solutions from Uber, Amazon, and DoorDash. Community links and roadmap details are not explicitly provided in the README.

Licensing & Compatibility

  • License: Apache 2.0.
  • Compatibility: Permissive license suitable for commercial use and integration with closed-source applications.

Limitations & Caveats

Nixiesearch is explicitly not a database or a log search tool, focusing solely on relevance-based search for consumer applications. It is not designed for analytical workloads.

Health Check
Last Commit

6 months ago

Responsiveness

1 day

Pull Requests (30d)
11
Issues (30d)
0
Star History
2 stars in the last 30 days

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