AWS Docs GPT icon
AWS Docs GPT icon

AWS Docs GPT

AI-powered Search & Chat for AWS Documentation.

AWS Docs GPT screenshot 1

Cost / License

  • Free
  • Open Source

Platforms

  • Online
  • Self-Hosted
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  1.  AI-Powered
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AI Tools & Services

GitHub repository

  •  277 Stars
  •  42 Forks
  •  5 Open Issues
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AWS Docs GPT was added to AlternativeTo by Paul on and this page was last updated .
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What is AWS Docs GPT?

AI-powered search and chat for AWS Documentation.

AWS Docs GPT provides 2 things:

  • A search interface.
  • A chat interface.

Search

Search was created with OpenAI Embeddings (text-embedding-ada-002). First, we loop over the documentation urls and generate embeddings for each chunk of text in the page.

Then in the app we take the user's search query, generate an embedding, and use the result to find the pages that contain similar content

The comparison is done using cosine similarity across our database of vectors. Results are then ranked by similarity score and returned to the user.

Chat

Chat builds on top of search. It uses search results to create a prompt that is fed into GPT-3.5-turbo. This allows for a chat-like experience where the user can ask questions about AWS documentation and get answers.