ResearchLLM: automated data analysis and interpretation
Please note that we renamed 'ResearchGPT' to 'ResearchLLM'. We apologize for any confusion.
ResearchLLM is an LLM-powered product that writes analytics code for your data. It also takes the results of its analysis and helps interpret them for you. See the demo below.
There are a few really special features with the demo above:
- There are multiple prompts running for each user/bot exchange. The workflow is: (a) natural language question, to (b) writing Python analysis code to, (c) getting anlaysis results, and finally to (d) getting an interpretation of the results.
- No raw user data is provided to the LLM service; everything is done by sharing metadata and running code locally.
- The demo uses Claude, an LLM built by Anthropic.
- Since this is built using PhaseLLM, you can replace the LLMs with whichever ones you want.
The code is open source and available in demos-and-products,
a new part of the PhaseLLM repository.
As always, reach out to me at w (at) phaseai (dot) com if you want to collaborate. You can also follow PhaseLLM on Twitter.