/se-tool

Primary LanguagePython

HashiCorp SE Tool

This is a tool to help HashiCorp Solutions Engineers in their day to day work.

SE Tool Screenshot

Dependencies

Hardware recommended

Mac with M1 Pro

Software dependencies

Usage

  1. Clone the repo

  2. create the following sub-folders:

    • cache_docker (for docker caching)
    • cache (to use python directly)

  3. Go to https://ollama.com/library and download some models.

With Docker

  1. Have Ollama running -> see run_ollama.sh.
  2. set OLLAMA_HOST in docker-compose.yaml to the IP of your machine.
  3. Run docker compose up -d.

Note: Once I have a docker container published, this will be easier

Without docker

  1. Have Ollama running -> see run_ollama.sh
  2. Run from source with run_streamlit.sh

Creating embeddings

The quality of the answers only goes as far as the quality of the LLM, prompt and embeddings.

For RAG, create embeddings with the embed_hashicorp.py script or, if you work for HashiCorp, contact me directly.

See run_embed.sh