In this video, I'm going to show how to use https://infranodus.com and Dify to create a custom AI chatbot that generates interesting research questions.
You can use it to build a chatbot for interacting with a collection of research papers or with a customer support portal or product reviews. The InfraNodus endpoint generates a content gap based on the underlying graph of your knowledge base (GraphRAG) and then comes up with a question that bridges this gap. The question is shown to the user and can be used for inspiration or feeding it back to the LLM to produce a response from that same knowledge base.
Learn more in this support article and download Dify templates here: https://support.noduslabs.com/hc/en-us/articles/19225506701980-Build-an-advanced-AI-Q-A-chatbot-with-InfraNodus-and-Dify
To set up an account and get the API access: https://infranodus.com/use-case/ai-knowledge-graphs
Timestamps:
0:00 We’ll build a special ChatBot that asks questions
0:50 Why InfraNodus is so useful for chatbot creation - content gaps
1:45 Step 1: Ingest and optimize your knowledge base in InfraNodus
7:42 💡 Tip: reduce bias by optimizing modularity
8:48 Step 2: Creating a chatbot workflow in Dify
11:29 Demo: generating a question from our knowledge base
15:14 💎 Where can this be useful?
16:26 Step 3: Adding the InfraNodus tool into Dify
18:25 Using this workflow to generate business ideas