XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep and sed. One command indexes code, docs, logs and PDFs for search, RAG, security audits and agent memory, using 40x fewer tokens than grep. Elasticsearch compatible, so existing clients just work.
Top HYBRID GitHub Repositories & Tools (2026)
Discover the most starred and trending open source tools tagged with #hybrid.
One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.
Text-based desktop environment
The AI-Native Search Database. Best for agent storage, it unifies vector, text, structured, and semi-structured data into a single engine. This all-in-one database makes agents smarter, easier to run, and more stable.
an application that automates the lifecycle of servers
๐ฅ Insanely fast native C++, Swift or Kotlin modules with a statically compiled binding layer to JSI
A production-ready data access platform for .NET applications.
C# .NET 10 Blazor habit tracker application. Works on Web, Windows, Linux, Android, iOS and macOS.
Long-term memory for Hermes and Codex, with local storage, source-backed recall, and tools to inspect, correct, or delete remembered information.
valkey-search is a C++ module which extends valkey with vector search and secondary indexing capabilities. It enables users to index and query data stored in Valkey using complex queries with filters while maintaining high performance and scalability.