andnp-searchkernel 1.1.0

Source: Pypi.org· August 18, 2026
SynaBot summary

The new 1.1.0 release of the andnp-searchkernel offers a flexible, source-agnostic engine for indexing and searching diverse data. It supports hybrid search methods, integrating vector, keyword, and graph approaches, with pluggable AI model providers.

Key takeaways

  • Supports hybrid search: vector, keyword, and graph.
  • Integrates with various AI models.
  • Flexible data ingestion from any source.
  • Designed for custom search solutions.

Why it matters

This update provides AI users with a more adaptable backend for information retrieval. Its ability to combine different search types and swap out AI models means better accuracy and customization for finding relevant data within complex systems.

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