andnp-searchkernel 1.15.2

Source: Pypi.org· August 27, 2026
SynaBot summary

The search and indexing kernel, andnp-searchkernel, has released version 1.15.2. This update continues to offer domain-agnostic content ingestion and hybrid search capabilities, supporting vector, keyword, and graph methods.

Key takeaways

  • Supports hybrid search: vector, keyword, and graph.
  • Pluggable providers for embeddings and LLMs.
  • Domain-agnostic content ingestion.
  • Version 1.15.2 is now available.

Why it matters

This kernel's flexibility in integrating various AI models for search and retrieval is crucial for developers building custom AI solutions. Users benefit from more adaptable and powerful search functionalities within their AI tools.

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