v1.5.6

Changelog

New Features

• Team Evals: Evaluations are now supported for teams!

Improvements:

• Async Workflows: Added arun support for Workflows, so they can now be used with async Python.
• Parallel Memory Updates: Made speed improvements when user memories and session summaries are generated.
• Reimplement tool_call_limit: Revamp of tool_call_limit to make it work across a whole agent run.

Bug Fixes:

• Mistral Structured Outputs with Tools: Fixed an issue preventing Mistral model use with structured output and tools
• Images In Run Without Prompt: Fixed issues related to images being ignored if there wasn’t a prompt provided on run.
• Pgvector Upsert Fix: Fixed Pgvector upsert not copying metadata properly
• Handle AgnoInstrumentor failing with OpenAIResponses: PR merged in Arize’s openinference repo- Arize-ai/openinference#1701
• Pinecone Filters: Enabled filters for pinecone vector db
• Combined KB Async: Add missing async method to Combined KB
• Team Session State Fix: team_session_state is now correctly propagated and shared between all members and sub-teams of a team.
• Gemini type fix for integers:
  • Pydantic models with Dict[str, int] fields (and other Dict types) were failing when used as response_schema for both OpenAI and Gemini models due to schema format incompatibilities.
• Session Name: session_name is now available after a run.
• Handle UUIDs while serialization in RedisStorage: Fixed error object of type UUID is not JSON serializable

Updates:

• For managing team_session_state, you now have to set team_session_state on the Team instead of session_state.

What's Changed

• fix: Add mistral structured output and tool use parsing by @dirkbrnd in #3369
• chore: add cookbooks for hybrid search by @kausmeows in #3379
• fix: User confirmation flows with run ID by @dirkbrnd in #3385
• fix: type mismatch with streamable http timeouts by @manuhortet in #3398
• feat: add pipedream auth example by @manuhortet in #3397
• feat: anthropic mcp connector tool by @ysolanky in #3377
• fix: pgvector upsert not copying metadata properly by @kausmeows in #3401
• feat: add arun in workflows by @kausmeows in #3396
• fix: Handle None prompt with media by @dirkbrnd in #3410
• fix: enable filters for pinecone by @kausmeows in #3411
• fix: add missing async method to Combined KB by @kausmeows in #3412
• feat: add team_session_state state management in teams by @pritipsingh in #3404
• fix: Gemini type fix for integers by @willemcdejongh in #3395
• fix: handle uuids while serialization in RedisStorage by @kausmeows in #3415
• fix: session name persistance by @dirkbrnd in #3407
• feat: support teams for all evals by @manuhortet in #3327
• perf: Improve performance of agent memory updates by @dirkbrnd in #3409
• fix: Tool call limit response by @dirkbrnd in #3408
• chore: Release 1.5.6 by @kausmeows in #3414

Full Changelog: v1.5.5...v1.5.6