Search AI Products and News

Hugging Face once again brings惊喜 to global AI developers by officially releasing the free online course for Model Context Protocol (MCP). As a standardized protocol connecting large language models (LLMs) with external data and tools, MCP is becoming the core technology for AI Agent development. This course covers the foundation of MCP protocol to practical development applications, with concise and practical content aimed at helping developers quickly get started and build efficient AI context interaction systems. AIbase deeply analyzes this...

Recently, a revolutionary plugin named ComfyUI-Detail-Daemon has been making waves in the AI drawing community. Developed by Jonseed, this tool cleverly ported the sd-webui-Detail-Daemon to the ComfyUI platform, providing creators with an unprecedented detail optimization experience. The most striking feature of this plugin is its powerful detail enhancement capability. By precisely adjusting the sigma parameter, it not only significantly improves image details but also intelligently removes excess elements.

Google's DeepMind, in collaboration with the Massachusetts Institute of Technology (MIT), recently announced a significant research breakthrough. The research team developed a new autoregressive model called 'Fluid', which has made groundbreaking progress in the field of text-to-image generation. After scaling up to 10.5 billion parameters, the model has demonstrated outstanding performance. This research overturns the industry's common perception; while autoregressive models have dominated the language processing domain, they have traditionally been seen as inferior to Stable Diffusion and Goog.

ByteDance's open-source FLUX Dev's Hyper SD Lora has revolutionized AI drawing speed with its efficient image generation capabilities, shortening the traditional, lengthy process to just 8 or 16 steps. This move not only provides a fast track for creative realization but also establishes a demonstration space on Hugging Face, allowing users to directly experience the drawing effects of the 8-step Lora. Although there is some degradation in image quality, it has minimal impact for most users. Comparison examples show that the degradation is not significant when not enlarged.

A plugin named 'SD Monetization Treasure' for ComfyUI has recently stirred discussion in the industry. Its main feature is the one-click conversion of creative works into multiple formats, along with built-in payment functionalities to help creators seamlessly transition from content to commercialization. This plugin is particularly suitable for creators in short video platforms, supporting batch generation and video processing of multimedia content, thus enriching content presentation forms. In terms of security, SD Monetization Treasure optimizes updates to effectively prevent data leakage, resolve network connectivity issues, and ensure stable usage. It boasts excellent cross-platform compatibility.

LangChain is a platform based on language models designed for building and deploying large-scale applications using RAG (Retrieval Augmented Generation) technology. It encompasses query transformation, hypothesis document embedding (HyDE), routing mechanisms, query construction and indexing strategies, retrieval techniques, and the final generation phase. Lately, LangChain has implemented the guide for RAG (Retrieval-Augmented Generation), providing users with a detailed tutorial on how to build

The RAG system tutorial has been released! This system is based on arXiv papers as a context source and provides links to the source papers used in generating answers. Tutorial link: https://colab.research.google.com/drive/1Lc8eq8P87JjzUhbYb33_c7h7njsWb-hn#scrollTo=eCSBhP4FxOg3 . The tutorial thoroughly demonstrates the process of implementing the RAG system, including obtaining paper text, preprocessing and chunking PDF documents using Unstructured, creating a ChromaDB retriever, setting up RAG

Stability AI's latest major model, Stable Diffusion 3 (SD3), is facing strong opposition from the AI community due to its restrictive licensing terms. This controversy has led to a ban by the Stable Diffusion community center, which on Monday prohibited work related to SD3.

Recently, the independent research organization InstantX, focused on AI content generation, released multiple SD3 ControlNet models, including Canny, Pose, Inpaint, and others.

On June 12, the SD3 Medium model will officially be open-sourced, allowing everyone to experience more realistic textures, better compositions, superior performance, and outstanding fine-tuning capabilities. In anticipation of this important moment, ComfyUI has completed adaptation work in advance, preparing for the arrival of the new model.

Reports indicate that someone successfully deceived bank authentication systems using photos generated by SD. The original author combined two Lora models and conducted experiments to achieve consistency and aesthetic effects. The article details the specific process of photo generation, including refining faces, adding text, and image overlays. This news has once again sparked discussions and concerns regarding artificial intelligence technology. The tweet has surpassed 4 million views.

A detailed translation of Claude's prompt design documentation, including what prompts are, the steps to design prompts, prompt optimization, and more, along with numerous examples of prompt design.