Fast speed and the ability to integrate model calls into index construction make it convenient for script writing and maintenance.

This software is great! It's easy to use.

1. Pay-as-you-go model: This is extremely important for individual developers like me — it greatly reduces financial pressure. 2. Affordable pricing: Even with the pay-as-you-go model, Zilliz offers a very competitive and reasonable price. 3. Easy data import: I can directly convert millions of vector records into large JSON files and upload them to the database easily — with zero additional cost during the upload process. 4. User-friendly experience: The official documentation is comprehensive, and the AI assistant efficiently helps solve any issues I encounter. 5. Excellent performance: Querying millions of vectors is lightning-fast — typically within 100 milliseconds.