Index markdown files into Qdrant using OpenAI embeddings

Setup

Create .env file with credentials:

QDRANT_HOST=xxxxxxxxxxxx.us-east.aws.cloud.qdrant.io
QDRANT_API_KEY=......
OPENAI_API_KEY=....

Install dependencies:

poetry install

Run

python -m markdown_search.index --docs-dir '/path/to/docs' --url-prefix 'https://example.com/docs'