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Ask Your Stack - have ChatGPT query the docs of your stack

We have crawled and loaded in Xata the docs from several projects. Select your stack, ask a question and ChatGPT will query the docs of your stack and return the best answer.

Deployed at: https://ask-your-stack.vercel.app/

How it works

The app uses Xata AI to query ChatGPT with context from the up-to-date docs. This provides more recent information and reduces hallucinations. It uses this high-level algorithm:

  • Pass the question to ChatGPT and ask it to provide keywords
  • Use the Xata search functionality to retrieve the most relevant docs
  • Form a prompt using this context and the question and pass it to ChatGPT

This blog post provides more details on the general approach.

Development

If you want to deploy this application, start by creating a Xata database and crawling the data by running the instructions from xata-crawler.

Install Project Dependencies

npm install

Setup environment variables

Connect to your Xata database by running:

xata init

and selecting the database that you have created.

Start the app

npm run dev

By default the app runs on localhost:3000

Questions?

If you have any questions, or you'd like to request more documentations, please head over to our Discord.