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qdrant-vs-weaviate-m32.json
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qdrant-vs-weaviate-m32.json
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[
{
"name": "latest-qdrant-bq-latency-m-32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
"quantization_config": { "binary": { "always_ram": true } },
"optimizers_config": { },
"hnsw_config": { "m": 64, "ef_construct": 512 }
},
"search_params": [
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 32.0 } } }
],
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "latest-qdrant-bq-rps-m-32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
"quantization_config": { "binary": { "always_ram": true } },
"optimizers_config": {
"max_segment_size": 100000000,
"default_segment_number": 2
},
"hnsw_config": { "m": 64, "ef_construct": 512 }
},
"search_params": [
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 64.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 128.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 64.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 128.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 64.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 128.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 768, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 768, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 768, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 768, "quantization": { "rescore": true, "oversampling": 64.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 768, "quantization": { "rescore": true, "oversampling": 128.0 } } }
],
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "latest-qdrant-rps-m-32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
"optimizers_config": { },
"hnsw_config": { "m": 64, "ef_construct": 512 }
},
"search_params": [
{ "parallel": 1, "config": { "hnsw_ef": 16 } },
{ "parallel": 1, "config": { "hnsw_ef": 32 } },
{ "parallel": 1, "config": { "hnsw_ef": 64 } },
{ "parallel": 1, "config": { "hnsw_ef": 128 } },
{ "parallel": 1, "config": { "hnsw_ef": 256 } },
{ "parallel": 1, "config": { "hnsw_ef": 512 } },
{ "parallel": 1, "config": { "hnsw_ef": 768 } }
],
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "latest-qdrant-rps-m32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
"optimizers_config": {
"max_segment_size": 100000000,
"default_segment_number":2
},
"hnsw_config": { "m": 64, "ef_construct": 512 }
},
"search_params": [
{ "parallel": 100, "config": { "hnsw_ef": 16 } },
{ "parallel": 100, "config": { "hnsw_ef": 32 } },
{ "parallel": 100, "config": { "hnsw_ef": 64 } },
{ "parallel": 100, "config": { "hnsw_ef": 128 } },
{ "parallel": 100, "config": { "hnsw_ef": 256 } },
{ "parallel": 100, "config": { "hnsw_ef": 512 } },
{ "parallel": 100, "config": { "hnsw_ef": 768 } }
],
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "latest-weaviate-m32",
"engine": "weaviate",
"connection_params": {
"timeout_config": 60
},
"collection_params": {
"vectorIndexConfig": {
"efConstruction": 512,
"maxConnections": 64
}
},
"search_params": [
{ "parallel": 100, "config": { "ef": 16} },
{ "parallel": 100, "config": { "ef": 32} },
{ "parallel": 100, "config": { "ef": 64} },
{ "parallel": 100, "config": { "ef": 128} },
{ "parallel": 100, "config": { "ef": 256} },
{ "parallel": 100, "config": { "ef": 512} },
{ "parallel": 100, "config": { "ef": 768} },
{ "parallel": 1, "config": { "ef": 16} },
{ "parallel": 1, "config": { "ef": 32} },
{ "parallel": 1, "config": { "ef": 64} },
{ "parallel": 1, "config": { "ef": 128} },
{ "parallel": 1, "config": { "ef": 256} },
{ "parallel": 1, "config": { "ef": 512} },
{ "parallel": 1, "config": { "ef": 768} }
],
"upload_params": { "parallel": 8, "batch_size": 1024 }
}
]