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A 10,000-word article on the optimization of RAG in DB-GPT practical landing scenarios-Chief AI Sharing Circle

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: an open source project to enhance Agent's long-term memory using knowledge graph - Chief AI Sharing Circle

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: online free experience of a variety of paid models to generate images, integrated images, audio and video full-featured AI tools - Chief AI Sharing Circle

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 reads PDF books page by page, automatically extracts the main points of knowledge and generates summaries-Chief AI Sharing Circle

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: a Mac app for talking to multiple AI models at once, with multiple rounds of dialog to generate interaction trees - Chief AI Sharing Circle

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...

Basic universal AI education in primary and secondary schools by 2030? How does the education sector see this matter-Chief AI Sharing Circle

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: free image editing and optimization tool, remove background, add filters and animations, image compression and enlargement - Chief AI Sharing Circle

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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