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Changelog

New Features:

  • Conversational Workflows: Workflows can now have a chat like experience similar to Agent/Team. See more in our docs
  • Input validation: Agents and Teams now support input schema validation on AgentOS.
  • Model as string: You can now define the Models used by your Agent/Teams as a string. For example: openai:gpt-5
  • Notion Toolkit: A new toolkit in Agno to enable Agents to interact with your Notion pages. See more in our docs

Improvements:

  • FileTools toolkit: Added new functionality and configuration to our FileTools toolkit. You can now use it to read large files in chunks, perform partial updates to large files, and delete files.
  • Add Reranker support to search operation in Milvus vector database: This ensures that results are reordered based on relevance after initial vector search.
  • Client persistence for all models: All model implementations now cache and reuse their HTTP clients when possible.
  • Reranking support for Milvus: When using Knowledge with Milvus as vector database, reranking will happen now when searching for documents.
  • Warning log for workflow history feature without database: Added a log to clarify as a database if required to persist runs for access to history.
  • Default model for accuracy evals: When running accuracy evaluations via the AgentOS API, the evaluator agent now defaults to using the model used by the evaluated agentic entity, instead of the general default (OpenAI).
  • Session State: Session state can now be accessed on RunOutput and RunCompleted event for Agents and TeamRunOutput and TeamRunCompleted event for teams

What's Changed

New Contributors

Full Changelog: https://github.com/agno-agi/agno/compare/v2.2.5...v2.2.6

Source: README.md, updated 2025-11-01