andnp-searchkernel 0.5.0

Source: Pypi.org· August 2, 2026
SynaBot summary

A new version of the andnp-searchkernel has been released. This open-source tool provides a flexible foundation for building search and indexing systems, supporting various AI models and data types.

Key takeaways

  • Supports hybrid search: vector, keyword, and graph.
  • Pluggable providers for embeddings and LLMs.
  • Domain-agnostic content ingestion capabilities.
  • Version 0.5.0 is now available for use.

Why it matters

Developers building AI-powered search tools can leverage this kernel for greater flexibility. It allows integration of different LLMs and embedding models, enabling customized solutions for enterprise knowledge management and data retrieval.

This story was reported by Pypi.org. Read the full original article:
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