Trending Open source AI Research Projects

C. L. Beard
OpenSourceScribes
Published in
4 min readMay 28, 2024

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Featuring Microsoft, Alibaba and Hugging Face projects

Photo by 🇸🇮 Janko Ferlič on Unsplash

Task Weaver -Microsoft

Large Language Models (LLMs) have shown impressive abilities in natural language understanding and generation, leading to their use in applications such as chatbots and virtual assistants. However, existing LLM frameworks face limitations in handling domain-specific data analytics tasks with rich data structures.

LLMs struggle with flexibility to meet diverse user requirements. To address these issues, TaskWeaver is proposed as a code-first framework for building LLM-powered autonomous agents. It converts user requests into executable code and treats user-defined plugins as callable functions.

TaskWeaver provides support for rich data structures, flexible plugin usage, and dynamic plugin selection, and leverages LLM coding capabilities for complex logic. It also incorporates domain-specific knowledge through examples and ensures the secure execution of generated code. TaskWeaver offers a powerful and flexible framework for creating intelligent conversational agents that can handle complex tasks and adapt to domain-specific scenarios.

Animate Anyone

Character Animation aims to generating character videos from still images through driving signals…

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C. L. Beard
OpenSourceScribes

I am a writer living on the Salish Sea. I also publish my own AI newsletter https://brainscriblr.beehiiv.com/, come check it out