Part 7/10:
Overall, any modifications made to documents stored in Google Drive can be automatically processed and transferred into your local AI framework.
Ingesting Files into the Vector Database
An advanced mechanism allows the ingestion of documents from Google Drive into the vector database. This process comprises multiple steps, including fetching the test event, downloading the document, extracting text, and finally inserting it into Quadrant.
A key takeaway is that it’s essential to maintain a clean vector database. To prevent duplicates, a custom code solution is required to delete previous vectors linked to the document before reinserting the updated version. This prevents confusion within the model and ensures that only the most relevant information is processed.