
How Indexfox Built an AI Site-Search Widget on Manticore
Indexfox is an AI search widget that any website can drop in with a single .

Indexfox is an AI search widget that any website can drop in with a single .

Start a complete monitoring stack for Manticore Search with one Docker command and get a ready-to-use Grafana dashboard with built-in alerts.

Launch a complete monitoring stack for Manticore Search in one Docker command and get a production-ready Grafana dashboard with 21 alerts out of the box.

Manticore Search 25.0.0 brings a simpler bundle package, new auto-embedding controls, hybrid search, KNN prefiltering, S3-compatible backups, faster OPTIMIZE, and prepared statements.

Explains how KNN prefiltering in Manticore applies attribute filters during vector search, when ACORN-1 and brute-force fallback kick in, and when postfiltering is still preferable.

Manticore Search now supports parallel RT disk chunk merging and N-way merges, reducing compaction time dramatically while keeping ingest throughput stable.