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ResearchGPT: automated data analysis and interpretation

By Wojciech Gryc on April 25, 2023

ResearchGPT 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.
                               (c) 2023