Posted by Nodus Labs | February 22, 2025
Graph RAG and LLMs: How Knowledge Graphs Can Improve AI Ideation
How to use knowledge graphs to improve the responses of LLM and your own thinking.
How to use knowledge graphs to improve the responses of LLM and your own thinking.
How to ensure that your DeepSeek model is running locally and not sending your data anywhere. A full step-by-step non-technical installation guide.
In this article, we will present an AI mind map generator — InfraNodus — that can create a knowledge graph from any text. Unlike other tools, it doesn’t start from a central idea, because that’s not how our mind works. Rather, it maps out all the ideas present within a text as a network graph, so the resulting mind map will be more rhizomatic, helping you see the patterns rather than presenting hierarchies (which often do not even exist).
From review and memorization to generating new ideas from Amazon Kindle highlights using AI-enhanced knowledge graph.
The most common use of AI models today is to generate text, however, these models have a huge potential to be used for introspection and the psychology of self. In this article, we will show how you can harness the power of data science to analyze your own thinking and then use AI to generate insights that can help you enhance your ideas and get a deeper understanding of yourself. This approach can be used both for professional and personal purposes: from developing your discourse on a certain topic to the psychology of self.
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