Changelog

New Features:

• Amazon Redshift Tools: Added toolkit for exploring Amazon Redshift databases and running queries. See the docs.
• Spotify Tools: Added toolkit for managing your Spotify library. See the docs.

Improvements:

• Faster accuracy evaluations with AgentOS: Now when running multiple accuracy evaluations via the AgentOS for the same Agent, fresh sessions will always be used. This speeds-up the process.

Bug Fixes:

• Session state persistence with Workflows: Fix a bug persisting the session_state in certain scenarios when using Worfklows.
• Empty sessions in AgentOS API: Ensure all AgentOS API endpoints work fine with empty agent/team/workflow sessions if there’s any in the database.

What's Changed

• fix: preserve empty dict references by replacing or {} with explici… by @opleonnn in #5589
• fix: handle empty sessions in the get sessions endpoint by @manuhortet in #5591
• fix: accuracy evals with multiple iterations to run in different sessions by @manuhortet in #4879
• fix: get memory topics function for sqlite and postgres by @manuhortet in #5595
• feat: spotify toolkit by @ysolanky in #5545
• chore: Release 2.3.6 by @dirkbrnd in #5597

New Contributors

• @opleonnn made their first contribution in #5589

Full Changelog: v2.3.5...v2.3.6