Search PDF files in 100 languages using Qdrant and Cohere.

Install the dependencies using pip

pip install -r requirements.txt

Setup Qdrant

1. Create a Qdrant account
2. Create a new cluster to get your dqrant_url and qdrant_api_key

Env variables

Assign all of these env variables:

cohere_api_key="***"
openai_api_key="***"
qdrant_url="***"
qdrant_api_key="***"

Use the command below to run the app and it should be available with these API routes /embed and /retrieve.

gunicorn app:app