Vector Database Updates
Yes, that's correct. Vector databases are designed to update in real-time, allowing for immediate reflection of changes to the data. This is particularly important in applications like Rafiki, where timely and accurate information is crucial.
Real-Time Updates
In the case of Rafiki's vector database, updates can occur immediately, enabling the system to:
- Reflect new information: As new data is generated, it can be instantly added to the database, ensuring that Rafiki has access to the most up-to-date information.
- Adapt to changing contexts: The database can quickly adjust to changes in user behavior, preferences, or interests, allowing Rafiki to provide more relevant and accurate responses.
- Support real-time querying: The database can handle queries and requests in real-time, enabling Rafiki to respond promptly to user interactions.
What is the difference between updating a vector database and doing a new training run for Rafiki?