RAG is a technique that reduces a model’s hallucinations by providing ... Therefore, we will ask an LLM to create the knowledge graph. Of course, it’s the LMI framework that efficiently ...

For instance, by setting parameters that define age-appropriate content, a knowledge graph can ensure that an LLM consistently adheres to PG-13 guidelines. Similarly, in customer support scenarios ...

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More In recent years, knowledge graphs have become an important tool for ...

According to Diffbot, this makes its AI model much more accurate than others. If it’s asked about a recent news event, for example, it will search the Knowledge Graph for the most recent updates ...

The power of a knowledge graph is accelerated by using a large language model, and adding a knowledge graph to an LLM accelerates its performance and improves the cost as well.” Pierre Liang ...

The reverse is also true—you can take control of the training of your LLM by feeding it a knowledge graph. This allows you to control the input to the model, resulting in a responsive ...

The new model, a fine-tuned version ... of preloaded training data, Diffbot’s LLM draws on real-time information from the company’s Knowledge Graph, a constantly updated database containing ...