Weights & Biases, a platform provider for AI developers, is pleased to announce that it has strengthened its collaboration with major development frameworks to accelerate AI application development. This will enable the development, evaluation, and operation of agent applications that utilize increasingly complex large-scale language models (LLMs) with greater transparency and reliability.
This strengthened collaboration covers three areas provided by OpenAI: “Agent SDK,” the multi-agent development and execution environment “CrewAI,” and the no-code AI development platform “Dify.” Through seamless integration with W&B’s enterprise LLMOps product “W&B Weave,” the company will comprehensively support observability, tracing, version control, and evaluation of LLM agents in development sites.
Integration with OpenAI Agent SDK
The Agent SDK provided by OpenAI is a framework that allows users to quickly build and run task-driven LLM agents. With this integration, by simply adding a few lines of Weave code, it is now possible to visually record and analyze details of agents created via the Agent SDK, such as input/output, execution paths, and tools used, on W&B Weave. This allows developers to visualize the inference process and response accuracy of LLMs while making improvements.
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CrewAI Integration
CrewAI is a multi-agent framework in which multiple LLM agents work together as a “crew” to share and coordinate tasks. This collaboration will enable detailed tracking and comparison of the performance and dialogue flow of each agent within a crew on W&B Weave. This will advance the decomposition of complex tasks and the optimization of collaboration.
Integration with Dify
Dify is an open source platform that allows you to quickly build generative AI applications with no-code and low-code tools. Since prompt design and data processing can be easily performed on a GUI basis without writing code, anyone can easily create AI applications. The collaboration between W&B Weave and Dify enables detailed tracing of generative AI apps and comprehensive management of AI app development through close collaboration with W&B Models.
SOURCE: PRTimes
