haystack-workshop-2025

Aryn Haystack 2025 Workshop

Setup

1. Install uv if you haven't already. On mac that's HOMEBREW_NO_UPDATE=1 brew install uv. We'll use uv to manage the virtualenv for this project.
2. Install poppler. Instructions (and reason why we need it) are here. Poppler is a PDF manipulation library we use to render PDFs as images, mostly for display purposes.
3. Clone this repository git clone https://github.com/aryn-ai/haystack-workshop-2025.git && cd haystack-workshop-2025
4. Set up python venv with uv uv sync
5. Download required data with make downloads. This includes 92 earnings call transcripts and a materialize directory (more on that in the tutorial)
6. Get an Aryn api key. Navigate to https://console.aryn.ai/signup/ to sign up. Once you login you can navigate to Keys to get your key.
7. Get an OpenAI api key by signing up here: https://auth.openai.com/log-in. Once you login you can navigate to 'API Keys' to get your key.
8. Export them as environment variables:

export ARYN_API_KEY="<key>"
export OPENAI_API_KEY="<key>"

9. Open jupyter with make notebook
10. Navigate to workshop_nb_0.ipynb.