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README.md 2025-03-03 10.6 kB
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[0.0.15] - 2025-03-03

Added

  • New embedding components
  • Azure-OpenAI embedding component
  • Gemini embedding component
  • Doubao embedding component
  • New knowledge loading reader components
  • Web page reader component based on BeautifulSoup (bs4)
  • Image reader component based on OCR technology
  • CSV format reader component
  • New tool plugins
  • Arxiv paper retrieval and query tool plugin
  • Jina AI intelligent search tool plugin
  • Added standard LLM output parser for reasoning-type models
  • Added standard logger sink for agents, LLMs, and tools
  • Added retry function annotation

Changed

  • Improved project configuration experience, with the following key optimizations:
  • Project configuration now supports global PACKAGE path replacement. For details, see the PACKAGE_PATH_INFO parameter in the sample project's config.toml file.
  • Supports user-defined configuration extensions and YAML function extensions. For details, see the EXTENSION_MODULES parameter in the sample project's config.toml file.
  • Updated custom_key.toml.sample with more detailed parameter content.
  • Submit a set of commonly used model configuration YAML files. For details, see the llm directory in the sample project.
  • YAML configuration now supports user-defined loading of attributes using environment variables and extension functions. For details, see the api_key comments in the llm sample of the sample project.
  • Simplified LLM configuration. By default, it reads the global default_llm configuration. For details, see the default_llm.toml configuration in the llm sample of the sample project.
  • Simplified component extension configuration. The module part in the component metadata can be left blank, and it will default to searching for a Python extension file with the same name in the same directory.
  • Optimized project startup process, with the following key improvements:
  • Improved LLM component startup registration. Only LLM instances that are dependent on by components like agents and tools are started.
  • Enhanced error info during project startup.
  • Other changes:
  • Renamed LocalMemoryStorage to RamMemoryStorage for memory storage objects.

Note

  • Added image_build image packaging files and tutorial documents for application projects.
  • Added CONTRIBUTING.md documentation for the project.
  • Standardized PR and ISSUE templates for the project.
  • Added a sample practice for agents based on multimodal capabilities. For details, see the examples/multimodal_app directory in the project.
  • Our project was included in the awesome-deepseek-integration list released by DeepSeek in February.

More Details

What's Changed

New Contributors

Full Changelog: https://github.com/antgroup/agentUniverse/compare/v0.0.14...v0.0.15

Source: README.md, updated 2025-03-03