Changelog

Improvements:

• ReliabilityEval: Add subset matching, argument validation, and missing tool call tracking with multi-round tool call collection fixes.
• AgentOS: Enhance /sessions list API to return additional fields (user_id, agent_id, team_id, workflow_id, session_summary, metrics, total_tokens, metadata).
• AgentOS: Add /info API endpoint to return agent, team, and workflow count as lightweight, unauthenticated instance metadata.
• ChromaDB: Implement dynamic batch splitting for large upsert/query operations.
• Reader: Propagate chunk_size to default chunking strategies in reader classes.
• Slack Interface: Add show_member_tool_calls param and automatic card overflow rotation — rotates to a new message when text exceeds a threshold

Bug Fixes:

• VertexAI/Bedrock Claude: Support messages parameter in _prepare_request_kwargs for Claude sub classes
• Workflows: Fix continue_run to correctly pause at Condition, Loop, and Router HITL steps — previously only Step instances were checked.
• AgentOS: Exclude interface routes (Slack, Telegram, WhatsApp, A2A) from JWT middleware so webhook deliveries are not rejected with 401.
• Tracing: Fix trace session stats grouping to use session_id only, preventing duplicate rows when a session has runs from different users.
• SurrealDB: Fix trace session stats to use array::first() instead of math::max() for string fields.
• ReliabilityEval: Fix multi-round tool call extraction so all rounds are collected; fix mutation bug modifying original RunOutput.messages; fix arun() using wrong ID for file save.

What's Changed

• fix: propagate chunk_size to default chunking strategies in reader classes by @sannya-singal in https://github.com/agno-agi/agno/pull/7212
• cookbook: offline mode support for Qdrant hybrid search by @sannya-singal in https://github.com/agno-agi/agno/pull/7181
• fix: implement dynamic batch splitting for ChromaDB operations by @sannya-singal in https://github.com/agno-agi/agno/pull/7148
• fix: continue_run now pauses at Condition, Loop, and Router HITL steps by @ysolanky in https://github.com/agno-agi/agno/pull/7227
• fix: exclude interface routes from JWT middleware by @ashpreetbedi in https://github.com/agno-agi/agno/pull/7252
• cookbook: add HITL config save/load workflow examples by @ysolanky in https://github.com/agno-agi/agno/pull/7225
• feat: add /info api to return agent, team, workflow count by @kausmeows in https://github.com/agno-agi/agno/pull/7190
• fix: improve /info endpoint auth bypass and response model by @ysolanky in https://github.com/agno-agi/agno/pull/7256
• fix: group trace session stats by session_id only by @kausmeows in https://github.com/agno-agi/agno/pull/7243
• fix: use array::first() for SurrealDB trace session stats by @ysolanky in https://github.com/agno-agi/agno/pull/7257
• fix: enhance /sessions list API to return additional session fields responses by @uzaxirr in https://github.com/agno-agi/agno/pull/6270
• feat: add show_member_tool_calls param and card overflow rotation for Slack streaming by @Mustafa-Esoofally in https://github.com/agno-agi/agno/pull/7244
• feat: add subset matching and argument validation to ReliabilityEval by @harshsinha03 in https://github.com/agno-agi/agno/pull/7230
• fix: add missing messages parameter to VertexAI and Bedrock _prepare_request_kwargs by @harshsinha03 in https://github.com/agno-agi/agno/pull/7245
• feat: enable channel summarization in Slack interface by @Mustafa-Esoofally in https://github.com/agno-agi/agno/pull/7255
• chore: release 2.5.13 by @ysolanky in https://github.com/agno-agi/agno/pull/7258

Full Changelog: https://github.com/agno-agi/agno/compare/v2.5.12...v2.5.13