Develop AI Agents with Custom Reasoning Using GraphRAG and Ontologies
This workflow enables the creation of AI agents in n8n that utilize custom reasoning patterns defined by a knowledge ontology. It leverages InfraNodus and GraphRAG to provide AI agents with a unique way of thinking, applicable to various problem-solving scenarios.
The workflow orchestrates AI agents using n8n's AI agent node, which accesses reasoning logic defined by an InfraNodus knowledge graph. This graph contains reasoning rules that are extracted to offer advice relevant to user queries. The workflow uses GraphRAG to traverse the graph and generate responses that reflect the defined reasoning logic. Users can customize the system prompt and reasoning ontology to tailor the AI agent's expertise, such as in psychology or investment strategies.
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How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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