Changelog

New Features:

Parallel Tools: Added ParallelTools toolkit for AI-optimized web search and content extraction. Includes both direct API integration and MCP server support.
Claude’s context editing capabilities: Added support for Claude Context Editing capabilities. Useful to automatically control growing contexts by removing old tool and reasoning blocks.

Workflow metrics: Add duration to the top-level Workflow metrics, showing the total duration of the complete Workflow run.
Anthropic Betas: All beta features in the Anthropic API can now be used with your Agno Claude models via the betas parameter. You can see more about this in our docs.
Gmail Tool: Gmail tool can now list custom labels, apply labels to emails, remove labels from emails, and delete custom labels to organize and manage your emails. Contributor: @shivanishirolkar

Metrics calculation with no sessions: Fix a bug when trying to calculate metrics via the AgentOS API when there are no sessions recorded in the database.
FileGenerationTools Toolkit: Fix a bug related to how we were building the file URL when presenting the tool to the Models.
Image handling with Claude: Fix a bug related to passing images as bytes when using Claude.
AgentOS Resync: Fixed issues with MCP tools handling and resync.

Typo correct by @uzaxirr in #5360
fix: handle empty session lists in calculate_date_metrics function by @Ayush0054 in #5345
feat: Support chunk size and overlap on OS knowledge upload by @willemcdejongh in #5128
fix: resolve race condition causing zero embeddings in SentenceTransformerEmbedder by @Ayush0054 in #5361
fix: use file_path to save file_artifact instead of url by @hztBUAA in #5352
fix: Serialized team events by @dirkbrnd in #5384
feat: add workflow duration metrics [SDK-81] by @harshsinha03 in #5369
fix: add missing var initialization to Claude image handling logic by @manuhortet in #5375
[feat] Add claude context management support by @jtalmi in #4880
feat: general support for Anthropic betas by @manuhortet in #5389
feat: custom health endpoint by @ysolanky in #5376
fix: Workflow session summary by @Mustafa-Esoofally in #5394
fix: Reorder resync for MCP by @dirkbrnd in #5398
feat: added gmail label management functions by @shivanishirolkar in #5134
feat: Add ParallelTools with Search and Extract [SDK-275] by @harshsinha03 in #5373
chore: v2.2.11 by @manuhortet in #5390
fix: Team session metrics update after run cancellation by @Mustafa-Esoofally in #5395

Full Changelog: v2.2.10...v2.2.11