python-v0.5.7

What's New

AzureAISearchTool Improvements

The Azure AI Search Tool API now features unified methods:

• create_full_text_search() (supporting "simple", "full", and "semantic" query types)
• create_vector_search() and
• create_hybrid_search()
  We also added support for client-side embeddings, while defaults to service embeddings when client embeddings aren't provided.

If you have been using create_keyword_search(), update your code to use create_full_text_search() with "simple" query type.

• Simplify Azure Ai Search Tool by Jay Prakash Thakur (@jay-thakur) in #6511

SelectorGroupChat Improvements

To support long context for the model-based selector in SelectorGroupChat, you can pass in a model context object through the new model_context parameter to customize the messages sent to the model client when selecting the next speaker.

• Add model_context to SelectorGroupChat for enhanced speaker selection by Abhijeetsingh Meena (@Ethan0456) in #6330

OTEL Tracing Improvements

We added new metadata and message content fields to the OTEL traces emitted by the SingleThreadedAgentRuntime.

• improve Otel tracing by peterychang in #6499

Agent Runtime Improvements

• Add ability to register Agent instances by peterychang in #6131

Other Python Related Changes

• Update website 0.5.6 by Eric Zhu (@ekzhu) in #6454
• Sample for integrating Core API with chainlit by DavidYu00 in #6422
• Fix Gitty prompt message by Emmanuel Ferdman (@emmanuel-ferdman) in #6473
• Fix: Move the createTeam function by long (@xionnon) in #6487
• Update docs.yml by Victor Dibia (@victordibia) in #6493
• Add gpt 4o search by Victor Dibia (@victordibia) in #6492
• Fix header icons focus and hover style for better accessibility by AndreaTang123 in #6409
• improve Otel tracing by peterychang in #6499
• Fix AnthropicBedrockChatCompletionClient import error by Victor Dibia (@victordibia) in #6489
• fix/mcp_session_auto_close_when_Mcpworkbench_deleted by SongChiyoung (@SongChiYoung) in #6497
• fixes the issues where exceptions from MCP server tools aren't serial… by Peter Jausovec (@peterj) in #6482
• Update version 0.5.7 by Eric Zhu (@ekzhu) in #6518
• FIX/mistral could not recive name field by SongChiyoung (@SongChiYoung) in #6503

New Contributors

• Emmanuel Ferdman (@emmanuel-ferdman) made their first contribution in #6473

Full Changelog: python-v0.5.6...python-v0.5.7