WisdomWeaver

This is a document question answering implementation that combines several concepts together to produce an arbitrary document question answering machine.

• Sentence Transformers: used to index text into a vector database
• Question Answering Model: used to find answers in text most likely to contain them
• ChatGPT: used to post process the answers

Getting started

pip3 install wisdomweaver

Index a directory of asciidoc files:

wisdom -v index --path /path/to/data

Search the index in interactive mode:

wisdom ask "What practice did many ancient C projects use?" --max 5 --threshold 0.2 --interactive --gpt

License

Apache 2.0

Learn Mode

• Learn techniques used in this project: https://swedishembedded.com/tag/gpt/