HashiCorp SE Tool

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

Dependencies

Hardware recommended

Mac with M1 Pro

Software dependencies

• Ollama - https://ollama.com/
• Docker
• Github access
• Python 3.11

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