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Changelog
SDKv2.4.7

Improve RAG answer quality with Bedrock-powered reranking

Agno Team

January 29, 20261 min read

Introduce smarter retrieval with the new AwsBedrockReranker, supporting Cohere Rerank 3.5 and Amazon Rerank 1.0. By scoring and reordering retrieved passages, you can boost precision and reduce noise in generated answers.

Details:

  • Plug-and-play integration for existing retrieval pipelines
  • Convenience classes streamline setup and adoption on AWS

Who this is for: Teams building retrieval-augmented generation on AWS that need higher-quality, production-grade ranking.

Shipped around the same time

January 29, 2026

Changelog

v2.4.7

Keep LanceDB integrations current with 0.26.0 support

Agno now aligns with LanceDB’s latest API, replacing the deprecated table_names() with list_tables() and updating the minimum LanceDB version to 0.26.0.

Agno Team

1 min read

January 29, 2026

Changelog

v2.4.7

Reduce workflow boilerplate with native if/else branching

Condition steps now support else_steps, allowing you to define a clear alternative path when a condition evaluates to false.

Agno Team

1 min read

January 28, 2026

Changelog

v2.4.6

Breaking change: website crawling uses per-page content hashes

We changed the WebsiteReader deduplication model to compute content hashes per page. This aligns skip_if_exists with page-level updates and ensures accurate re-crawls.

Agno Team

1 min read