Qdrant-client has recently introduced support for Pydantic v2.
This repo contains code for performance comparison between qdrant-client with Pydantic v1 (1.10.8) and Pydantic v2 (2.1.1).
chmod +x install.sh
chmod +x run.sh
./install.sh # install dependencies, prepare environment for benchmarking
./run.sh # run benchmarking, build plotsResult of benchmarking is presented in results folder.
It contains raw results file bench.jsonl and corresponding plot in bench.png
Benchmark was run on a single node Qdrant instance with the client limited to use 1 CPU.
{"dim": 1536, "vector_num": 10000, "display_name": "10k 1536-d"},
{"dim": 768, "vector_num": 50000, "display_name": "50k 768-d"},
{"dim": 384, "vector_num": 100000, "display_name": "100k 384-d"},The following results were obtained:
