azure-producrement-demo

Demo how to use Azure hosted Search and AI to answer questions based on documents

Project setup

python3 -m venv venv
source venv/bin/activate        # On Windows use `venv\Scripts\activate`
pip install -r requirements.txt

Run the project

(Re-)Create the database tables

source venv/bin/activate        # On Windows use `venv\Scripts\activate`
python rebuild_database.py

Add questions for the tender

The questions are stored in questions.csv update that file, but keep the header line.

source venv/bin/activate        # On Windows use `venv\Scripts\activate`
python add_questions.py

Process the data, this will provide some output to the console

source venv/bin/activate        # On Windows use `venv\Scripts\activate`
python process.py

Show the result on the console

source venv/bin/activate        # On Windows use `venv\Scripts\activate`
python show_results.py

Environment variables

The code depends on the following environment variables to be set. Either via export commands in the current shell, or stored in a .env file. (Don't commit the .env)

DB_USER
DB_PASS
DEBUG (optionally)
AISEARCH_API_KEY
OPENAI_API_KEY
LOCAL (optionally, use sqlite database)

woutervb / azureprocurement