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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

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Release files for wisdomweaver 0.4.0

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