Release 1.2.7

[dirkbrnd]

1.2.7

Created: March 31, 2025 4:13 PM

Changelog

New Features:

• Gemini Image Generation: Added support for generating images straight from Gemini using the gemini-2.0-flash-exp-image-generation model.

Improvements:

• Vertex AI: Improved use of Vertex AI with Gemini Model class to closely follow the official Google specification
• Function Result Caching Improvement: We now have result caching on all Agno Toolkits and any custom functions using the @tool decorator. See the docs .
• Async Vector DB and Knowledge Base Improvements: Various knowledge bases, readers and vector DBs now have async-await support, so it will be used in agent.arun and agent.aprint_response. This also means that knowledge_base.aload() is possible which should greatly increase loading speed in some cases. The following have been converted:
  • Vector DBs:
    • LanceDb → Here is a cookbook to illustrate how to use it.
    • Milvus → Here is a cookbook to illustrate how to use it.
    • Weaviate → Here is a cookbook to illustrate how to use it.
  • Knowledge Bases:
    • JSONKnowledgeBase → Here is a cookbook to illustrate how to use it.
    • PDFKnowledgeBase → Here is a cookbook to illustrate how to use it.
    • PDFUrlKnowledgeBase → Here is a cookbook to illustrate how to use it.
    • CSVKnowledgeBase → Here is a cookbook to illustrate how to use it.
    • CSVUrlKnowledgeBase → Here is a cookbook to illustrate how to use it.
    • ArxivKnowledgeBase → Here is a cookbook to illustrate how to use it.
    • WebsiteKnowledgeBase → Here is a cookbook to illustrate how to use it.
    • YoutubeKnowledgeBase → Here is a cookbook to illustrate how to use it.
    • TextKnowledgeBase → Here is a cookbook to illustrate how to use it.

Bug Fixes:

• Recursive Chunking Infinite Loop: Fixes an issue with RecursiveChunking getting stuck in an infinite loop for large documents.