Chat with Google search documents

I created a chat bot to chat with official Google search documents.

Use it here - https://seo-gpt.streamlit.app/

You can ask it a question and it will use vector search to find relevant sources from Google’s official documentation.

It can be very useful when you quickly want to see what Google recommends on certain topic. Or to find the relevant sources to support your recommendations.

Quick brief on how I made it -

First I collected all the URLs relevant to SEO from sitemaps; then I scraped their content.

Then I created embeddings using sentences transformer, and then uploaded these embeddings to Pinecone vector DB.

Then I used langchain to retrieve the relevant documents to user query from pinecone vector DB, which then is fed to GPT to generate summarized answer.

And used streamlit for front end.