v2.6.18

MinishLab/model2vecv2.6.18Jun 18, 2026by ysolanky

AI Summary

This release fixes a critical bug where model connection parameters were being lost during agent and team reconstruction. It also updates the cookbook examples to align with the latest OpenAI models.

Key Highlights

Preserve registered model parameters (like `azure_endpoint` and credentials) on reconstruction.
Updated AG-UI examples to use OpenAIResponses and gpt-5.4.
Fix ensures connection parameters survive when rebuilding DB-stored agents.

Full Release Notes

# Changelog

## Bug Fixes

- **Preserve Registered Model Params on Reconstruction**: Reuse the live
registry model instance when rebuilding DB-stored agents/teams so
connection params like `azure_endpoint`/`base_url` and credentials
survive instead of being dropped to `None`. (#8476)

## What's Changed
* cookbook: update AG-UI examples to OpenAIResponses and gpt-5.4 by @Himanshu040604 in https://github.com/agno-agi/agno/pull/8376
* fix: preserve registered model params when reconstructing agents by @ysolanky in https://github.com/agno-agi/agno/pull/8476
* chore: release 2.6.18 by @ysolanky in https://github.com/agno-agi/agno/pull/8479


**Full Changelog**: https://github.com/agno-agi/agno/compare/v2.6.17...v2.6.18