Docker Containers for Processing Wikidata Data

This project contains several Docker containers to process the Wikidata Dump and save relevant data in a SQLite database, and then push the data to a DataStax vector database. Please run the containers sequentially as described below.

Step 1: Data Processing - Save IDs

This container processes the Wikidata Dump ZIP file and saves only the QIDs and PIDs of Wikidata Entities that are connected to English Wikipedia, along with one level of connected Entities and Properties. The IDs are saved in a SQLite database.

To run the container:

docker compose up data_processing_save_ids --build

Step 2: Data Processing - Save Entities

After saving the relevant QIDs and PIDs, this container processes the Wikidata dump file again and saves the relevant data of entities and properties into the SQLite database.

To run the container:

docker compose up data_processing_save_entities --build

Step 3: Add Wikidata to Astra

Once all entities are saved, this container processes the saved entities in SQLite (those connected to English Wikipedia) and pushes them to the DataStax vector database, using the provided API keys.

To run the container:

docker compose up add_wikidata_to_astra --build