UI For Data Enrichment With LLMs + Search

I build a system to enrich datasets I found myself doing this a lot with LLMs connected to search. ChatGPT can’t do it yet as it doesn’t ‘loop’. The functionality is basic, but it works well. You can upload a CSV, provide instructions in natural language, preview results for top X rows, process task for full dataset, download results as CSV.

Example tasks I have done:

Check if information seems to be valid based on top few search results and return a boolean Write a description of a company using LLM (+ optionally search results) Re-assign categories based on LLM

Is this of interest to anyone? Comment if so and I’ll put it online and send you a private link. Currently it uses my OpenAI API key so I would need to modify to BYOK or add billing, which I won’t bother with unless there’s interest.