Agno Release v2.6.5 Introduces Key Features and Improvements

By FintechExtra
06 May 2026

The Agno project has announced the release of version 2.6.5, introducing significant new features and improvements aimed at enhancing user experience and functionality. This update includes multimodal file search capabilities, new context providers, and a scheduler for better workflow management.

What Changed

Among the notable new features in this release is the Gemini Multimodal File Search, which adds support for multimodal interactions in the Gemini File Search API. This enhancement allows users to perform more complex searches that integrate various types of data.

Additionally, the release introduces new context providers, specifically the GmailContextProvider and CalendarContextProvider, which follow the established pattern of existing providers like GDrive and Slack. The GDriveContextProvider has also been updated to support OAuth authentication alongside service account authentication.

The Scheduler feature has been added to support Mongo and AsyncMongo DB, enabling users to run agents, teams, and workflows on a cron schedule in AgentOS. Furthermore, the Workflow Condition Step now includes an on_error handling option, giving users better control over error management in workflow conditions.

Why It Matters

These updates are crucial for users who rely on Agno for their AI and workflow management needs. The introduction of multimodal file search enhances the capability of the platform, allowing for more intuitive and efficient data retrieval. The new context providers expand the integration possibilities, making it easier for users to connect their existing tools and services.

The scheduler feature significantly improves automation capabilities, allowing for more streamlined operations, while the enhancements to error handling in workflows provide greater reliability and user control. Overall, this release positions Agno as a more robust tool for managing AI-driven workflows and integrations.

Official Source: https://github.com/agno-agi/agno/releases/tag/v2.6.5