Changelog

New Features:

• Google Sides Toolkit: Added new slides toolkits for creating / editing and working with Google slides
• Google Auth Toolkit: Added GoogleAuth toolkit and shared auth decorator for Google toolkits.
• Models: Added cross-model tool call compatibility to facilitate interchanging model pattern.
• Chunking: Added custom prompt support to AgenticChunking
• Perplexity: Added a PerplexitySearch toolkit.

Improvements:

• Migration: Added migration for approvals table run_status column valid for ≥v2.5.6
• LanceDb: Updated to deduplicate search results in search() in order to avoid hybrid search returning the same document from both vector and FTS branches.
• Seltz Toolkit: Updates for Seltz SDK integration from 0.1.x to 0.2.0.

Bug Fixes:

• Team: Fixed async toolkit tools not appearing in team system message tool names.
• LanceDB: Fixed duplicate results when using hybrid search.
• Claude:
  • Added support for Anthropic's top-level output_config request parameter for Claude wrappers, so users can pass values like output_config={"effort": "high"} together with adaptive thinking.
  • Preserve $defs in Claude tool schema formatting
  • Extract file_ids and container info in streaming path for Claude skills
• Tool Calling: Fixed parsing of tool calls to use assign instead of append function name in streaming parse_tool_calls.
• LiteLLM: Updated to prevent empty strings from overwriting tool names in LiteLLM streaming
• AWS Bedrock: Fixed to ****fail fast for unsupported AWS_BEDROCK_API_KEY auth in Claude.
• Azure OpenAI: Fixed to override deepcopy to preserve client references.
• Openrouter: Fixed to skip empty reasoning block for non-reasoning models.
• Caching Responses: Updated to handle non-serializable types in cache key generation.

What's Changed

• fix: include async toolkit functions in team system message tool names by @kausmeows in #7042
• feat: cross-model tool call compatibility for interchange model pattern by @ysolanky in #6971
• feat: add Claude output_config passthrough by @SalimELMARDI in #7067
• chore: update exa tools description by @theishangoswami in #7099
• fix: assign instead of append function name in streaming parse_tool_calls by @metaphorics in #6989
• feat: add custom prompt support to AgenticChunking by @sannya-singal in #7085
• fix: prevent empty strings from overwriting tool names in LiteLLM streaming by @kausmeows in #7132
• fix: preserve $defs in Claude tool schema formatting by @Mustafa-Esoofally in #6085
• [fix] fail fast for unsupported AWS_BEDROCK_API_KEY auth in Claude by @pandego in #6855
• [fix] Extract file_ids and container info in streaming path for Claude skills by @adiberk in #7109
• fix: Azure OpenAI async client auth by @lmgarret in #6955
• fix(openrouter): skip empty reasoning block for non-reasoning models by @pratikm778 in #6946
• feat(tools): add PerplexitySearch toolkit by @kesku in #6951
• feat: Add GoogleSlidesTools toolkit (Closes #6829) by @anshul-jain-devx108 in #6830
• fix: gh ci workflow by @kausmeows in #7152
• fix: handle non-serializable types in cache key generation by @ysolanky in #7155
• fix: remove litellm from ci due to incident by @kausmeows in #7154
• feat: rewrite GoogleDriveTools with smart export and async support by @Mustafa-Esoofally in #6995
• feat: add GoogleAuth toolkit and shared auth decorator for Google toolkits by @Mustafa-Esoofally in #7098
• chore: add migration for approvals table run_status column by @kausmeows in #7158
• fix: lancedb deduplicate search results by @harsh21234i in #7061
• feat: update seltz integration to SDK 0.2.0 by @WilliamEspegren in #6891
• fix: resolve grpcio version conflict breaking CI tests by @ysolanky in #7184
• chore: release 2.5.11 by @ysolanky in #7071

New Contributors

• @theishangoswami made their first contribution in #7099
• @metaphorics made their first contribution in #6989
• @pandego made their first contribution in #6855
• @lmgarret made their first contribution in #6955
• @pratikm778 made their first contribution in #6946
• @kesku made their first contribution in #6951
• @anshul-jain-devx108 made their first contribution in #6830
• @harsh21234i made their first contribution in #7061

Full Changelog: v2.5.10...v2.5.11