At the core of the diagram above sits a digital twin, which represents an always-on, 4-D map of every customer, part, order, policy, process and exception in an enterprise.

The LightRAG Server is designed to provide Web UI and API support. The Web UI facilitates document indexing, knowledge graph exploration, and a simple RAG query ... global, hybrid, mix, naive ...

Generative AI: Retrieval-augmented generation (RAG) systems use knowledge graphs to organize data hierarchically, improving the relevance and accuracy of AI-generated outputs.

In the field of Large Language Models(LLMs) vertical applications, the innovative direction of deeply integrating ...

To provide more stable and precise communication services for users, accurately predicting user behavior is an essential task. However, this task faces many challenges in practice, especially how to ...

The approach of dividing text into chunks and building indexes is a mainstream approach for Retrieval-Augmented Generation (RAG) of Large Language Models (LLMs). However, retrieved text chunks often ...

If I specify CosmosDB as the type for the output the indexing workflow fails when creating the communities. I looked into the code and found the following: The "extract_graph" workflow stores the ...