Chief AI Sharing Circle

  Looking back to 2024, the big models are changing day by day, and hundreds of intelligent bodies are competing. As an important part of AI applications, RAG is also a "swarm of heroes and lords". At the beginning of the year ModularRAG continued to heat up, GraphRAG shine, open source tools in full swing in the middle of the year, the knowledge graph re-innovation opportunity, the end of the year graphical reasoning ...

General Introduction MarkItDown is a Python tool developed by Microsoft designed to convert various files and office documents to Markdown format. The tool supports a wide range of file types, including PDF, PowerPoint, Word, Excel, images (EXIF metadata and OCR), audio (EXIF metadata and language...

General Introduction Claude Engineer is an interactive command line interface (CLI) developed by Doriandarko that utilizes Anthropic's Claude-3.5-Sonnet model to assist in software development tasks. The framework allows Claude to generate and manage its own tools, continuously extending its capabilities through dialog...

General Introduction ZenUML is a multi-platform diagram-as-code solution focused on creating sequence diagrams and flowcharts. It avoids delays in server-side interactions by rendering diagrams in real-time in the browser, so that the user's thought process is not interrupted by inefficient drag-and-drop operations or slow loading animations.ZenUML ...

Reasoning is unpredictable, so we have to start with incredible, unpredictable AI systems. Ilya has finally shown up, and right off the bat, he's got something amazing to say. Speaking at the Global AI Summit on Friday, Ilya Sutskever, the former chief scientist of OpenAI, said, "The number we can get...

With only 14 billion (14B) parameters, Phi-4 demonstrates performance that rivals or even surpasses some larger-scale models through innovative training methods and high-quality data. In this paper, we present the details of Phi-4's architecture, features, training methodology, and performance in real-world applications and evaluation benchmarks ...

In recent years, with the rapid development of Generative AI (GAI) and Large Language Model (LLM), their security and reliability issues have attracted much attention. A recent study has discovered a simple but efficient attack method called Best-of-N jailbreak (BoN for short). By inputting ...

Comprehensive Introduction Swarms is an enterprise-grade production-ready multi-agent orchestration framework designed to boost business productivity through efficient agent management and task processing. With support for multiple models, multiple memory systems and custom agent creation, the framework provides a modular design and comprehensive logging capabilities to ensure system...

Learn how Rexera migrated to LangGraph to create powerful quality control intelligence for real estate business processes and significantly improve the accuracy of its Large Language Model (LLM) responses. Rexera is revolutionizing the $50 billion real estate transaction industry by leveraging AI to automate manual processes...

Comprehensive Introduction StableAnimator is an innovative end-to-end identity-preserving video diffusion framework capable of synthesizing high-quality videos based on a reference image and a series of poses without any post-processing. The project was developed by Fudan University, Microsoft Research Asia, Huya ...