/docGPT

Experiments with langchain and ChromaDB

Primary LanguageHTML

GPT Confluence Challenge

Installation

  1. Create new python environment
  2. Install all dependencies: pip install -r requirements.txt
  3. Download the model: mkdir -p models && wget -O models/ggml-nous-gpt4-vicuna-13b.bin https://gpt4all.io/models/ggml-nous-gpt4-vicuna-13b.bin

Create confluence embeddings from static html

  1. The pages are already stored in a folder called html_confluence
  2. Create embeddings via python ingest.py html_confluence
  3. Run python main.py and ask a question (e.g. "What is the difference between agile and scrum?"). Be aware that the might take a minute or more.