# Content gap analysis with InfraNodus portable GraphRAG

**URL:** https://community.crewai.com/t/content-gap-analysis-with-infranodus-portable-graphrag/5494
**Category:** Showcase
**Tags:** crewai, feature, openai
**Created:** [April 24, 2025, 5:51pm UTC](https://community.crewai.com/t/content-gap-analysis-with-infranodus-portable-graphrag/5494 "2025-04-24T17:51:45Z")
**Posts on this page:** 2
**Page:** 1

<div class="post-metadata">

### Author: ![Aerodynamika](https://sea1.discourse-cdn.com/flex025/user_avatar/community.crewai.com/aerodynamika/32/1546_2.png) [@Aerodynamika](https://community.crewai.com/u/Aerodynamika)
#### Post date: [April 24, 2025, 5:51pm UTC](https://community.crewai.com/t/content-gap-analysis-with-infranodus-portable-graphrag/5494/1 "2025-04-24T17:51:45Z")

</div>

I created a crew that augments the default research agent example of Crew AI with InfraNodus content gap analysis.

It sends the research generated by the AI to InfraNodus to generate a knowledge graph and detect structural gaps based on the topical clusters that could be better connected.

It will then augment further prompts with this information to produce higher-quality results that will remove the model’s bias and help generate innovative insights.

In a nutshell, it’s like having a portable GraphRAG with your Crew AI agents but without the overhead of installing and integrating complex frameworks. Will save you hours and produce much better results!

Check it out at [https://support.noduslabs.com/hc/en-us/articles/19311397123996-InfraNodus-Crew-AI-Enhancing-AI-Agent-Workflows-with-Content-Gap-Detection-Research-Questions](https://support.noduslabs.com/hc/en-us/articles/19311397123996-InfraNodus-Crew-AI-Enhancing-AI-Agent-Workflows-with-Content-Gap-Detection-Research-Questions)

The GitHub repo with some examples you can use as templates: [https://github.com/infranodus/crewai-infranodus-templates](https://github.com/infranodus/crewai-infranodus-templates)

And you will need an [InfraNodus](https://infranodus.com) account to run it (API key is available for all tiers).

Curious to hear your feedback and already working on more workflows!

 ![crewai-infranodus-question-diagram](https://us1.discourse-cdn.com/flex025/uploads/crewai/original/2X/5/504f9660d12b8d54ee2c0becf6b18fdfc299b7fb.jpeg)

---

<div class="post-metadata">

### Author: ![system](https://us1.discourse-cdn.com/flex025/uploads/crewai/original/1X/ecda97e72f77c7100e0a761444b1c991925cc789.png) [@system](https://community.crewai.com/u/system)
#### Post date: [July 23, 2025, 5:52pm UTC](https://community.crewai.com/t/content-gap-analysis-with-infranodus-portable-graphrag/5494/2 "2025-07-23T17:52:32Z")

</div>

This topic was automatically closed after 90 days. New replies are no longer allowed.