InfraNodus Knowledge Graphs & Text Analysis AI Agent
Map text into knowledge graphs to create a structured representation of conceptual relations and topical clusters in your documents. Detect content gaps between the topical clusters and generate research questions to drive research and content creation using the powerful Graph RAG technology underpinning InfraNodus. Get additional insights about texts: main topics, keywords, and underlying themes. Connect to your existing InfraNodus graphs or create new ones to enrich analysis and outputs.
InfraNodus Knowledge Graphs & Text Analysis handles repetitive tasks for you automatically. It can do 23 different things for you—just connect to it in one click. It's been tested, is actively maintained, and works reliably.
Available Tools
InfraNodus Knowledge Graphs & Text Analysis can do 23 different things for you automatically. Here's what it can handle:
generate_knowledge_graph
Analyze text and generate a knowledge graph with main topics, topical clusters, concepts, concepts relations and structural gaps. Only use when explic...
create_knowledge_graph
Create a knowledge graph in InfraNodus from text, save it, and provide its name and a link to it for future use.
memory_add_relations
Add relations to the InfraNodus memory from text, save it, and provide its name and a link to it for future use.
memory_get_relations
Provide a list of relations from the InfraNodus memory for a given concept or entity
analyze_existing_graph_by_name
Extract and analyze an existing graph from your InfraNodus account
generate_content_gaps
Generate content gaps from text using knowledge graph analysis
generate_topical_clusters
Generate topics and clusters of keywords from text using knowledge graph analysis
generate_research_questions
Analyze text and generate innovative research questions based on the content gaps identified between the topical clusters inside the text that can be ...
generate_research_ideas
Analyze text and generate innovative research ideas based on the content gaps identified between the topical clusters inside the text that can be used...
research_questions_from_graph
Retrieve an existing InfraNodus knowledge graph and generate research questions based on the content gaps identified between the topical clusters insi...
Configuration Variables
To get InfraNodus Knowledge Graphs & Text Analysis working, you'll need to give it access to your accounts. This usually means logging into apps like Gmail, Slack, or other services you want it to use—just like when you connect apps on your phone.
apiKey
apiBase
Common Questions
What is an AI Agent?
An AI agent is like having a personal assistant who does specific tasks for you. Instead of a general chatbot that just talks, AI agents actually do things—they can check your calendar, send emails, look up information, and handle repetitive work so you don't have to.
What is MCP (Model Context Protocol)?
MCP is simply the way AI agents plug into your apps and services. When you connect something like InfraNodus Knowledge Graphs & Text Analysis to Lyra, it lets the AI take actions on your behalf.
How do I use InfraNodus Knowledge Graphs & Text Analysis?
Just install it inside Lyra. It only takes a moment. After that, your AI can instantly use InfraNodus Knowledge Graphs & Text Analysis—no setup, no technical knowledge required.