How to choose the best Embedding model for a RAG application
向量Embedding是目前检索增强生成（RAG）应用程序的核心。它们捕获数据对象（如文本，图像等）的语义信息，并以数字数组表示。在时下的生成式AI应用中，这些向量Embedding通常由Embedd...
ByteDance and others release first 1.58-bit FLUX quantization model with 99.51 TP3T parameter reduction, comparable to full-precision FLUX!
Highlights Analytics 1.58-bit FLUX, the first quantization model that reduces the parameters of the FLUX Visual Transformer (totaling 11.9 billion) by 99.5% to 1.58-bit, eliminating the need to rely on image data and drastically reducing storage requirements...
Silhouette Pro 6.0.x, Happy New Year Edition
You can use all vip features without membership, unzip and use, don't upgrade! Never upgrade! Don't upgrade! Link: https://pan.quark.cn/s/a120ee707f47 Extract Code: jHDN
500MRR: A collection of reliable side projects for freelancers to quickly replicate using AI programming tools, right?
综合介绍 500MRR是一个专门收集和分析Hacker News上名为“每月赚500美元的副业项目”的帖子的网站。通过使用先进的AI模型，500MRR将这些帖子处理成一个可浏览的数据库，方便用户快速查...
MagicMirror: a lightweight native client for AI one-click face, hair and outfit changes
General Introduction MagicMirror is an innovative AI image processing tool focused on providing users with a convenient portrait editing experience. It uses advanced AI technology to enable users to easily change their faces, change their hairstyles and try out different dressing effects. As a lightweight app, its an...
Generate project documentation and prompts for executing code tasks as a way to reduce AI programming tool tokens consumption and task execution errors
编写项目文档提示词原文 You are my software architect. You will help me write down specific user stories and **f...
A 10,000-word article on RAG optimization in DB-GPT real-world scenarios.
前言 在过去两年中，检索增强生成（RAG，Retrieval-Augmented Generation）技术逐渐成为提升智能体的核心组成部分。通过结合检索与生成的双重能力，RAG能够引入外部知识，从而...
ebook2audiobook: convert e-books to audiobooks, open-source tool that supports multilingualism and voice cloning
General Introduction ebook2audiobook is a powerful open source ebook to audiobook tool. It is capable of converting eBooks in multiple formats into audiobooks with full chapter markers and metadata. The tool uses Calibre for eBook format conversion using Co...
Memary: an open-source project to enhance Agent long-term memory using knowledge graphs
General Introduction Memary is an innovative open source project focused on providing long-term memory management solutions for autonomous intelligences. The project helps intelligences break through the limitations of traditional context windows to achieve smarter interaction experiences through knowledge graphs and specialized memory modules.Memary adopts...
Deconstructing the cue words applied in the process of building a knowledge graph using a big model (example)
鉴于很多要常识使用知识图谱提升召回率或作为长期记忆存储的朋友没搞懂大模型时代的知识图谱构建方法，这里简单普及常识，和实际构建会有较多差异。 其实知识图谱说简单也简单，大模型在其流程中主要负责三大块：关...
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