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Changelog

Semantic chunking now supports any embedder, including custom providers

Agno Team

December 19, 20251 min read

SemanticChunking now works with all Agno embedders (e.g., Azure OpenAI, Mistral) and custom chonkie BaseEmbeddings via a wrapper, with new parameters for finer control. This expands model choice, helps optimize cost/latency, and reduces vendor lock-in without refactoring pipelines.

Details:

  • Plug in your preferred embedding provider with minimal configuration
  • Tune chunk sizes and thresholds to match corpus and performance goals
  • Maintain consistent chunking strategies across environments

Who this is for: RAG builders and platform teams optimizing retrieval quality and TCO.

Shipped around the same time