Today, at the VLDB 2024 LLM+ KG Workshop, we are thrilled to announce the groundbreaking platform designed under the Graph RAG idea to simplify the creation of knowledge applications without the ...

Using a knowledge graph with RAG To use a knowledge graph with your RAG application, you can either use an existing knowledge graph with data that is tested and known to be correct in advance ...

We are in an exciting era where AI advancements are transforming professional practices. Since its release, GPT-3 has “assisted” professionals in the SEM field with their content-related tasks.

From RAG to GraphRAG. To address this limitation, Microsoft introduced the concept of GraphRAG in early 2024. GraphRAG organizes information into a graph of knowledge, enabling it to leverage ...

While it does not prevent hallucinations, the method aims to obtain relevant answers, based on a company's internal data or on information from a verified knowledge base. It could be summed up as ...

RAG (Retrieval-Augmented Generation ... What GraphRAG does is it creates a knowledge graph out of the indexed documents, also known as unstructured data. The obvious example of unstructured ...

Semantic Graph Technology. Enhance RAG Information Accuracy and Completeness: Ground GenAI processes in transparent, human-editable knowledge models. Automate Business Processes: Utilize process ...

Nov. 13, 2024 (GLOBE NEWSWIRE) -- Infinidat, a leading provider of enterprise storage solutions, today announced its Retrieval-Augmented Generation (RAG) workflow deployment architecture to enable ...

"We will continue to drive innovation, with our first addition being knowledge graph enhanced Retrieval-Augmented Generation (RAG)." This acquisition marks a significant milestone for both ...