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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...

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