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万字长文讲透 RAG 在DB-GPT实际落地场景中的优化-首席AI分享圈

A 10,000-word article on RAG optimization in DB-GPT real-world scenarios.

PREFACE Over the past two years, Retrieval-Augmented Generation (RAG, Retrieval-Augmented Generation) technology has gradually become a core component for enhancing intelligences. By combining the dual capabilities of retrieval and generation, RAG is able to introduce external knowledge, thus providing more applications of large models in complex scenarios...

AI knowledge
Memary:利用知识图谱增强Agent长期记忆的开源项目-首席AI分享圈

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 interactive experiences through knowledge graphs and specialized memory modules.Memary uses automated mem...

Deconstructing the cue words applied in the process of building a knowledge graph using a big model (example)

Given that many to common sense use of knowledge graph to enhance the recall rate or as a long-term memory storage friends did not understand the knowledge graph construction method in the era of the big model, here is a simple popularization of common sense, and the actual construction will have more differences. In fact, the knowledge graph is simple and simple, the big model in its process is mainly responsible for three major blocks:...

AI Art Free:在线免费体验多种付费模型生成图像,集成图像、音视频全功能AI工具-首席AI分享圈

AI Art Free: online free experience of a variety of paid models to generate images, integrated image, audio and video full-featured AI tools

General Description Free AI Art Generator (Free AI Art Generator) is an online tool that utilizes advanced machine learning algorithms to transform text prompts into stunning AI-generated artwork. Users can use it without registration, offering a wide selection of AI models such as Stable Diffusion 3, M...

AI reads books:AI逐页阅读PDF书籍,自动提取知识要点并生成总结-首席AI分享圈

AI reads books: AI reads PDF books page by page, automatically extracts the main points of knowledge and generates summaries.

Comprehensive Introduction AI-reads-books-page-by-page is a Python-based intelligent PDF book analysis tool that automates page-by-page analysis of PDF books, extracts key knowledge points, and generates stage-by-stage summaries after specified page intervals. The project uses AI technology to realize intelligent content...

Harvard CS197: AI Research Experiences PDF Download

Course Instructor: Dr. Pranav Rajpurkar (Assistant Professor, Harvard University) Course Overview: This course will take you on a deep dive into cutting-edge AI development tools such as PyTorch, Lightning, and Hugging Face, and optimize your workflow with VSCode, Git, and Conda. You will learn how to leverage AWS...

AI News
Chorus:同时与多个AI模型对话的Mac应用程序,多轮对话生成互动树-首席AI分享圈

Chorus: a Mac app for conversing with multiple AI models at once, with multiple rounds of conversations generating interaction trees

General Introduction Chorus is an innovative Mac application that allows users to talk to multiple AI models (such as Claude, 4o, 01 and Gemini) at the same time. This platform solves the problem of having different AI models scattered all over the place, allowing users to interact with multiple models at the same time in one place and add their own...

2030年前在中小学基本普及人工智能教育?教育界如何看待这件事-首席AI分享圈

Basic universalization of AI education in primary and secondary schools by 2030? How does the education sector see this

Conclusion Domestic primary and secondary schools have issued documents to popularize AI education from top to bottom, and the mature stage of the "industry" is to get certificates, advancement, training, and finally become a rich man's game. It may be better to follow the example of the United States and directly enter the experimental stage of popularization of science or learn from Japan to give a clear guiding learning framework for the early stage of practice...

AI News
Boolpic:免费图片编辑和优化工具,去除背景,添加滤镜和动画,图像压缩和放大-首席AI分享圈

Boolpic: free photo editing and optimization tool, remove background, add filters and animations, image compression and enlargement

General Introduction Boolpic is a free AI-driven image editing tool designed to help users efficiently process and optimize images. The platform offers a variety of powerful features including background removal, image effects and filters, image animation, image compression and resizing, etc. Boolpic aims to allow users to work without...

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