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‎experiments/configurations/qdrant-vs-weaviate-m32.json‎

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

‎experiments/configurations/qdrant-vs-weaviate.json‎ renamed to ‎experiments/configurations/qdrant-vs-weaviate-m64.json‎

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[
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{
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"name": "proposed-config-qdrant-bq-latency",
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"name": "latest-qdrant-bq-latency-m-32",
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"engine": "qdrant",
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"connection_params": { "timeout": 60 },
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"collection_params": {
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"upload_params": { "parallel": 8, "batch_size": 1024 }
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},
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{
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"name": "proposed-config-qdrant-bq-rps",
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"name": "latest-qdrant-bq-rps-m-32",
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"engine": "qdrant",
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"connection_params": { "timeout": 60 },
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"collection_params": {
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"quantization_config": { "binary": { "always_ram": true } },
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"optimizers_config": {
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"max_segment_size": 100000000,
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"default_segment_number":2
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"default_segment_number": 2
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},
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"hnsw_config": { "m": 32, "ef_construct": 256 }
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},
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"upload_params": { "parallel": 8, "batch_size": 1024 }
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},
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{
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"name": "proposed-config-qdrant-latency",
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"name": "latest-qdrant-rps-m-32",
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"engine": "qdrant",
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"connection_params": { "timeout": 60 },
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"collection_params": {
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"upload_params": { "parallel": 8, "batch_size": 1024 }
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},
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{
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"name": "proposed-config-qdrant-rps",
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"name": "latest-qdrant-rps-m32",
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"engine": "qdrant",
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"connection_params": { "timeout": 60 },
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"collection_params": {
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"upload_params": { "parallel": 8, "batch_size": 1024 }
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},
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{
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"name": "proposed-config-weaviate",
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"name": "latest-weaviate-m32",
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"engine": "weaviate",
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"connection_params": {
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"timeout_config": 60

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