Manual Data Orchestration from Google Sheets

## Try It Out!

### This workflow generates highly-detailed customer insights from Trustpilot reviews. Works best when dealing with a large number of reviews.

* Import Trustpilot reviews and vectorise in Qdrant vectorstore.
* Identify clusters of popular topics in reviews using K-means clustering algorithm. 
* Each valid cluster is analysed and summarised by LLM.
* Export LLM response and cluster results back into sheet.

Check out the reference google sheet here: {{ $env.WEBHOOK_URL }}

### Need Help?
Join the [Discord]({{ $env.WEBHOOK_URL }} or ask in the [Forum]({{ $env.WEBHOOK_URL }}

Happy Hacking!