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/

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.

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

npm install

Connect to your Xata database by running:

xata init

and selecting the database that you have created.

npm run dev

By default the app runs on localhost:3000