[jarulraj]

Hi Andrey. Thanks for your feedback. We should have better emphasized that we are benchmarking Qdrant in local mode. We have updated the post to clarify that Qdrant is being evaluated in local mode. We plan to next evaluate the server mode.

We went with the local mode as several Python AI apps are using Qdrant in that mode based on the suggestion here: https://qdrant.tech/documentation/quick-start/.

We also believe in open-sourced benchmark code. Please find the code here: https://github.com/jiashenC/vectordb-benchmark-and-optimize/....