v1.2.7

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 here.
• 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.

What's Changed

• Update PR template by @ashpreetbedi in #2617
• pr_template_update by @ysolanky in #2619
• MCP playground example by @dirkbrnd in #2588
• reasoning-fix-ag-2924 by @ysolanky in #2590
• improve-message-history-ag-2922 by @ysolanky in #2580
• improve-vertexi-implementation-ag-2927 by @ysolanky in #2618
• Add Gemini image generation support by @dirkbrnd in #2621
• Better function result caching by @dirkbrnd in #2584
• async milvus vector db by @kausmeows in #2555
• async support for json kb and reader by @kausmeows in #2615
• async support for csv reader and kb with tests by @kausmeows in #2626
• Fix issue with async generators by @dirkbrnd in #2643
• weaviate vector db async support by @kausmeows in #2526
• add async support for arxiv reader by @kausmeows in #2593
• chore: update cluster.py by @eltociear in #2609
• async support text reader by @kausmeows in #2598
• updated logging messages in Agent class by @laitifranz in #2490
• Make the default embedder the latest model from Gemini by @dirkbrnd in #2645
• recursive-chunking-fix-ag-2925 by @ysolanky in #2591
• add async support for website reader and kb by @kausmeows in #2603
• async support for youtube reader and kb by @kausmeows in #2614
• Release 1.2.7 by @dirkbrnd in #2646

New Contributors

• @laitifranz made their first contribution in #2490

Full Changelog: v1.2.6...v1.2.7