title	emoji	colorFrom	colorTo	sdk	app_file	python_version	pinned
Buster	🤖	red	blue	gradio	buster/apps/gradio_app.py	3.10.8	false

Buster, the QA documentation chatbot!

Buster is a question-answering chatbot that can be tuned to specific documentations. You can try it here, where it will answer questions about 🤗 Transformers.

How does Buster work?

First, we parsed the documentation into snippets. For each snippet, we obtain an embedding by using the OpenAI API.

Then, when a user asks a question, we compute its embedding, and find the snippets from the doc with the highest cosine similarity to the question.

Finally, we craft the prompt:

• The most relevant snippets from the doc.
• The engineering prompt.
• The user's question.

We send the prompt to the OpenAI API, and display the answer to the user!

Currently used models

• For embeddings: "text-embedding-ada-002"
• For completion: We support both "text-davinci-003" and "gpt-3.5-turbo"

Livestream

For more information, you can watch the livestream where explain how buster works in detail!

• Livestream recording

• Livestream notebook