Exploring Practical Applications of RAG Based on Large Models

Exploring Practical Applications of RAG Based on Large Models

With the continuous development of data intelligence technology, content generation technology represented by AIGC driven by large language models (LLM) has become an indispensable part of enterprises’ data intelligence capabilities. However, traditional content generation technologies face issues such as untimely information updates, lack of vertical domain knowledge, and model hallucinations. The Retrieval-Augmented Generation (RAG) technology … Read more

Midjourney V6 Update: Character Consistency Command “–cref”

Midjourney V6 Update: Character Consistency Command "--cref"

Good news from the delivery room! The new command “ –cref ” aims to match the character with the “character reference” image. Note: This command update is attached to the Midjourney V6 testing phase and will change before the official version is released. Official Instructions The official instructions provided how to use it, its purposes, … Read more

How Large Models Change Content Ecology

How Large Models Change Content Ecology

After the generational breakthrough of large language models, several search engines both domestically and internationally are trying to integrate them, and the changes brought to user experience are evident. For example, ChatGPT has already been integrated into search engines. Baidu Search also began internal testing of “AI Partner” in early May, where the AI automatically … Read more

First Large-Scale GAN Model! Generation Speed Over 20x Faster Than Diffusion, 0.13s Image Output, Supports Up to 16 Million Pixels

First Large-Scale GAN Model! Generation Speed Over 20x Faster Than Diffusion, 0.13s Image Output, Supports Up to 16 Million Pixels

New Intelligence Report Editor: LRS [New Intelligence Guide] GAN models also have the potential to scale up! The explosion of AIGC is, from a technical perspective, due to a huge change in the architecture of image generation models. With OpenAI’s release of DALL-E 2, autoregressive and diffusion models overnight became the new standard for large-scale … Read more

Vidu 2.0: The Impossible Triangle of AI Video Generation Made Possible

Vidu 2.0: The Impossible Triangle of AI Video Generation Made Possible

Hello everyone, I am Doufu, a post-80s IT professional, former HR at a state-owned bank, and currently an AIGC practitioner, exploring AI video and music. By the end of 2024, major video models are rushing to release their updates. Sora kicked off a series of release conferences, and other platforms followed suit with new versions … Read more

How to Quickly Generate High-Quality Videos with Tongyi Wanxiang 2.1

How to Quickly Generate High-Quality Videos with Tongyi Wanxiang 2.1

▌Introduction by Guotou On January 9, 2025, at 17:40, the official WeChat account of Tongyi announced the upgrade of the Tongyi Wanxiang model to version 2.1, showcasing significant improvements in both video and image generation capabilities. Let’s take a look at the promotional video from the official Tongyi account. Guotou’s Test Results Based on the … Read more

Harnessing AI to Discover Original Content Value

Harnessing AI to Discover Original Content Value

Hello everyone, I am @Cellinlab, 🧚♂️ INFP to ENFJ | 💻 Independent Developer |🎙️ Podcast ‘Napping Until Dawn’ | 🤖 AGI Arrival Faction. Currently operating the ‘Nest-Level Individuals’ co-creation community, vision: to let more people see, believe, and become independent workers through a wealth of freelancer cases and methods, becoming super individuals 🦸♂️. With the … Read more

Exploring AI Tools: Why I Uninstalled Photoshop

Exploring AI Tools: Why I Uninstalled Photoshop

✨I am Daqian, a post-90s dad, a seasoned coder, and a former architect at a major tech company.✨ ✨Focusing on AIGC exploration, helping AI newbies easily get started.✨ “Clickthe card aboveto follow / and receive 100,000 words of AI learning materials” As the year-end approaches, major companies are pulling out all the stops to grab … Read more

Quick Start Guide to Stable Diffusion and Sora

Quick Start Guide to Stable Diffusion and Sora

Stable Diffusion is an AI painting software based on neural networks that can automatically create a new artwork based on the reference image you provide. You only need to upload your reference image, set the parameters, and you can easily obtain high-quality, colorful paintings. Sora is an AI video generation model released by OpenAI. It … Read more

Getting Started with Stable Diffusion WebUI

Getting Started with Stable Diffusion WebUI

This article mainly introduces the practical operation methods of Stable Diffusion WebUI, covering prompt derivation, LoRA models, VAE models, and ControlNet applications, along with actionable examples of text-to-image and image-to-image generation. It is suitable for students interested in Stable Diffusion but feeling confused about using Stable Diffusion WebUI. We hope this article can reduce the … Read more