Release 1.1.14

[dirkbrnd]

Changelog

New Features:

• Teams Revamp: Announcing a new iteration of Agent teams with the following features:
  • Create a Team in one of 3 modes: “Collaborate”, “Coordinate” or “Route”.
  • Various improvements have been made that was wrong with the previous teams implementation. Including returning structured output from member agents (for “route” mode), passing images, audio and video to member agents, etc.
  • It has added features like “agentic shared context” between team members and sharing of individual team member responses with other team members.
  • This also comes with a revamp of Agent and Team debug logs. Use debug_mode=True and team.print_response(...) to see it in action.
  • Find the docs here. Please look at the example implementations here.
  • This is the first release. Please give us feedback. Updates and improvements will follow.
  • Support for Agent(team=[]) is still there, but deprecated (see below).
• LiteLLM: Added LiteLLM support, both as a native implementation and via the OpenAILike interface.

Improvements:

• Change structured_output to response_format: Added use_json_mode: bool = False as a parameter of Agent and Team, which in conjunction with response_model=YourModel, is used to indicate whether the agent/team model should be forced to respond in json instead of (now default) structured output. Previous behaviour defaulted to “json-mode”, but since most models now support native structured output, we are now defaulting to native structured output. It is now also much simpler to work with response models, since now only response_model needs to be set. It is not necessary anymore to set structured_output=True to specifically get structured output from the model.

Bug Fixes:

• AgentMemory: Fixed get_message_pairs() fetching incorrect messages.
• UnionType in Functions: Fixed issue with function parsing where pipe-style unions were used in function parameters.

Deprecations:

• Agent.structured_output has been replaced by Agent.use_json_mode. This will be removed in a future major version release.
• Agent.team is deprecated with the release of our new Teams implementation. This will be removed in a future major version release.