diff --git a/engine/base_client/search.py b/engine/base_client/search.py
index 364077f9ec51d16394fdcc1db96025b84d72ab54..0996a5e59ecfae02ef17a6e5fc3226952dfedac3 100644
--- a/engine/base_client/search.py
+++ b/engine/base_client/search.py
@@ -90,7 +90,7 @@ class BaseSearcher:
                 ),
             ) as pool:
                 if parallel > 10:
-                    time.sleep(5)  # Wait for all processes to start
+                    time.sleep(15)  # Wait for all processes to start
                 start = time.perf_counter()
                 precisions, latencies = list(
                     zip(*pool.imap_unordered(search_one, iterable=tqdm.tqdm(queries)))
diff --git a/engine/clients/elasticsearch/search.py b/engine/clients/elasticsearch/search.py
index 43dda8f51d5989c98aafa6e170e2685eb6b46bc3..29d20ec5f09f4e5aa03945742744550a29a4ccb4 100644
--- a/engine/clients/elasticsearch/search.py
+++ b/engine/clients/elasticsearch/search.py
@@ -47,15 +47,20 @@ class ElasticSearcher(BaseSearcher):
 
     @classmethod
     def search_one(cls, vector, meta_conditions, top) -> List[Tuple[int, float]]:
+        knn = {
+            "field": "vector",
+            "query_vector": vector,
+            "k": top,
+            **{"num_candidates": 100, **cls.search_params},
+        }
+
+        meta_conditions = cls.parser.parse(meta_conditions)
+        if meta_conditions:
+            knn["filter"] = meta_conditions
+
         res = cls.client.search(
             index=ELASTIC_INDEX,
-            knn={
-                "field": "vector",
-                "query_vector": vector,
-                "k": top,
-                "filter": cls.parser.parse(meta_conditions),
-                **{"num_candidates": 100, **cls.search_params},
-            },
+            knn=knn,
             size=top,
         )
         return [
diff --git a/engine/clients/elasticsearch/upload.py b/engine/clients/elasticsearch/upload.py
index 8c55d0fd4bb446f174878ed4840c089a0dc95f45..94d00253eb0ff86fd083ecd0f2dc00033373e417 100644
--- a/engine/clients/elasticsearch/upload.py
+++ b/engine/clients/elasticsearch/upload.py
@@ -53,7 +53,10 @@ class ElasticUploader(BaseUploader):
         for idx, vector, payload in zip(ids, vectors, metadata):
             vector_id = uuid.UUID(int=idx).hex
             operations.append({"index": {"_id": vector_id}})
-            operations.append({"vector": vector, **payload})
+            if payload:
+                operations.append({"vector": vector, **payload})
+            else:
+                operations.append({"vector": vector})
 
         cls.client.bulk(
             index=ELASTIC_INDEX,
diff --git a/engine/clients/milvus/upload.py b/engine/clients/milvus/upload.py
index 5c1116e2b5858b16e78d3bb15ac2685e805356ee..97e8c1a5a55bfe7ec9bad7d621134c4cd0965f55 100644
--- a/engine/clients/milvus/upload.py
+++ b/engine/clients/milvus/upload.py
@@ -1,7 +1,12 @@
 import multiprocessing as mp
 from typing import List, Optional
 
-from pymilvus import Collection, MilvusException, connections
+from pymilvus import (
+    Collection,
+    MilvusException,
+    connections,
+    wait_for_index_building_complete,
+)
 
 from engine.base_client.upload import BaseUploader
 from engine.clients.milvus.config import (
@@ -59,7 +64,7 @@ class MilvusUploader(BaseUploader):
             "index_type": "HNSW",
             "params": {**cls.upload_params.get("index_params", {})},
         }
-
+        cls.collection.flush()
         cls.collection.create_index(field_name="vector", index_params=index_params)
         for field_schema in cls.collection.schema.fields:
             if field_schema.name in ["id", "vector"]:
@@ -73,5 +78,12 @@ class MilvusUploader(BaseUploader):
                 if 1 != e.code:
                     raise e
 
+        for index in cls.collection.indexes:
+            wait_for_index_building_complete(
+                MILVUS_COLLECTION_NAME,
+                index_name=index.index_name,
+                using=MILVUS_DEFAULT_ALIAS,
+            )
+
         cls.collection.load()
         return {}
diff --git a/engine/clients/qdrant/search.py b/engine/clients/qdrant/search.py
index 1e336c51b065af461a50e38d078b988bbbcec0bc..596cb9f2183564709431f600419c3fe3d3d949ad 100644
--- a/engine/clients/qdrant/search.py
+++ b/engine/clients/qdrant/search.py
@@ -1,6 +1,7 @@
 import multiprocessing as mp
 from typing import List, Tuple
 
+import httpx
 from qdrant_client import QdrantClient
 from qdrant_client.http import models as rest
 
@@ -17,14 +18,17 @@ class QdrantSearcher(BaseSearcher):
     @classmethod
     def init_client(cls, host, distance, connection_params: dict, search_params: dict):
         cls.client: QdrantClient = QdrantClient(
-            host, prefer_grpc=False, **connection_params
+            host,
+            prefer_grpc=True,
+            limits=httpx.Limits(max_connections=None, max_keepalive_connections=0),
+            **connection_params
         )
         cls.search_params = search_params
 
     # Uncomment for gRPC
-    # @classmethod
-    # def get_mp_start_method(cls):
-    #     return "forkserver" if "forkserver" in mp.get_all_start_methods() else "spawn"
+    @classmethod
+    def get_mp_start_method(cls):
+        return "forkserver" if "forkserver" in mp.get_all_start_methods() else "spawn"
 
     @classmethod
     def search_one(cls, vector, meta_conditions, top) -> List[Tuple[int, float]]:
diff --git a/engine/servers/elasticsearch-single-node/docker-compose.yaml b/engine/servers/elasticsearch-single-node/docker-compose.yaml
index b8f89a08a5de18793c865b95fd25146bba04464d..a69b3bdf1d496c5aa7d04392f821e1d4b31e3699 100644
--- a/engine/servers/elasticsearch-single-node/docker-compose.yaml
+++ b/engine/servers/elasticsearch-single-node/docker-compose.yaml
@@ -2,7 +2,7 @@ version: '3.5'
 
 services:
   es:
-    image: docker.elastic.co/elasticsearch/elasticsearch:8.4.3
+    image: docker.elastic.co/elasticsearch/elasticsearch:8.5.2
     environment:
       ELASTIC_PASSWORD: "passwd"
       KIBANA_PASSWORD: "passwd"
diff --git a/engine/servers/milvus-single-node/docker-compose.yaml b/engine/servers/milvus-single-node/docker-compose.yaml
index 3788310c5e0e0ad74385e724cfe3cac317c13ede..60adb7336166f498df4216b1b273bfc67a25d888 100644
--- a/engine/servers/milvus-single-node/docker-compose.yaml
+++ b/engine/servers/milvus-single-node/docker-compose.yaml
@@ -29,7 +29,7 @@ services:
 
   standalone:
     container_name: milvus-standalone
-    image: milvusdb/milvus:v2.1.3
+    image: milvusdb/milvus:v2.2.0
     command: ["milvus", "run", "standalone"]
     environment:
       ETCD_ENDPOINTS: etcd:2379
diff --git a/engine/servers/qdrant-single-node/docker-compose.yaml b/engine/servers/qdrant-single-node/docker-compose.yaml
index 89be7ab3911c2f51e1925d6b3c2cfaaa90ef5991..62c2a93e83879c879dd1f0cf43d36b1d71bee019 100644
--- a/engine/servers/qdrant-single-node/docker-compose.yaml
+++ b/engine/servers/qdrant-single-node/docker-compose.yaml
@@ -2,9 +2,9 @@ version: '3.7'
 
 services:
   qdrant_bench:
-    image: qdrant/qdrant:v0.11.0
+    image: qdrant/qdrant:v0.11.4
     network_mode: host
     deploy:
       resources:
         limits:
-          memory: 25Gb
\ No newline at end of file
+          memory: 25Gb
diff --git a/experiments/configurations/qdrant-single-node.json b/experiments/configurations/qdrant-single-node.json
index 80e28cf7ebdf6a8775556d3da925a6952f9c364e..8f0ac00d6df66f725d0e477b6fb20be713630351 100644
--- a/experiments/configurations/qdrant-single-node.json
+++ b/experiments/configurations/qdrant-single-node.json
@@ -7,7 +7,7 @@
       "optimizers_config": { "memmap_threshold": 10000000 }
     },
     "search_params": [
-      { "parallel": 4, "search_params": { "hnsw_ef": 128 } }
+      { "parallel": 100, "search_params": { "hnsw_ef": 128 } }, { "parallel": 100, "search_params": { "hnsw_ef": 256 } }, { "parallel": 100, "search_params": { "hnsw_ef": 512 } }
     ],
     "upload_params": { "parallel": 16, "batch_size": 1024 }
   },
diff --git a/poetry.lock b/poetry.lock
index 3f016503659f81d32f3e3c99e4a094e378966299..64f04bb07e588f715c62dc845d17104e013f6e89 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -54,10 +54,10 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "cloudpickle"]
+tests_no_zope = ["cloudpickle", "pytest-mypy-plugins", "mypy (>=0.900,!=0.940)", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
+tests = ["cloudpickle", "zope.interface", "pytest-mypy-plugins", "mypy (>=0.900,!=0.940)", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
+docs = ["sphinx-notfound-page", "zope.interface", "sphinx", "furo"]
+dev = ["cloudpickle", "pre-commit", "sphinx-notfound-page", "sphinx", "furo", "zope.interface", "pytest-mypy-plugins", "mypy (>=0.900,!=0.940)", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
 
 [[package]]
 name = "backcall"
@@ -121,20 +121,6 @@ category = "main"
 optional = false
 python-versions = ">=3.5"
 
-[[package]]
-name = "deprecated"
-version = "1.2.13"
-description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
-category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[package.dependencies]
-wrapt = ">=1.10,<2"
-
-[package.extras]
-dev = ["tox", "bump2version (<1)", "sphinx (<2)", "importlib-metadata (<3)", "importlib-resources (<4)", "configparser (<5)", "sphinxcontrib-websupport (<2)", "zipp (<2)", "PyTest (<5)", "PyTest-Cov (<2.6)", "pytest", "pytest-cov"]
-
 [[package]]
 name = "distlib"
 version = "0.3.6"
@@ -160,7 +146,7 @@ develop = ["pytest", "pytest-cov", "pytest-mock", "pytest-asyncio", "pytest-http
 
 [[package]]
 name = "elasticsearch"
-version = "8.5.0"
+version = "8.5.2"
 description = "Python client for Elasticsearch"
 category = "main"
 optional = false
@@ -175,7 +161,7 @@ requests = ["requests (>=2.4.0,<3.0.0)"]
 
 [[package]]
 name = "exceptiongroup"
-version = "1.0.1"
+version = "1.0.4"
 description = "Backport of PEP 654 (exception groups)"
 category = "dev"
 optional = false
@@ -235,11 +221,11 @@ protobuf = ">=3.12.0,<4.0dev"
 
 [[package]]
 name = "h11"
-version = "0.12.0"
+version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "h2"
@@ -274,16 +260,16 @@ python-versions = ">=3.6.1"
 
 [[package]]
 name = "httpcore"
-version = "0.15.0"
+version = "0.16.2"
 description = "A minimal low-level HTTP client."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-anyio = ">=3.0.0,<4.0.0"
+anyio = ">=3.0,<5.0"
 certifi = "*"
-h11 = ">=0.11,<0.13"
+h11 = ">=0.13,<0.15"
 sniffio = ">=1.0.0,<2.0.0"
 
 [package.extras]
@@ -292,7 +278,7 @@ socks = ["socksio (>=1.0.0,<2.0.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.23.0"
+version = "0.23.1"
 description = "The next generation HTTP client."
 category = "main"
 optional = false
@@ -301,13 +287,13 @@ python-versions = ">=3.7"
 [package.dependencies]
 certifi = "*"
 h2 = {version = ">=3,<5", optional = true, markers = "extra == \"http2\""}
-httpcore = ">=0.15.0,<0.16.0"
+httpcore = ">=0.15.0,<0.17.0"
 rfc3986 = {version = ">=1.3,<2", extras = ["idna2008"]}
 sniffio = "*"
 
 [package.extras]
-brotli = ["brotlicffi", "brotli"]
-cli = ["click (>=8.0.0,<9.0.0)", "rich (>=10,<13)", "pygments (>=2.0.0,<3.0.0)"]
+brotli = ["brotli", "brotlicffi"]
+cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<13)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (>=1.0.0,<2.0.0)"]
 
@@ -321,7 +307,7 @@ python-versions = ">=3.6.1"
 
 [[package]]
 name = "identify"
-version = "2.5.8"
+version = "2.5.9"
 description = "File identification library for Python"
 category = "dev"
 optional = false
@@ -396,7 +382,7 @@ test_extra = ["pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotli
 
 [[package]]
 name = "jedi"
-version = "0.18.1"
+version = "0.18.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "main"
 optional = false
@@ -406,8 +392,9 @@ python-versions = ">=3.6"
 parso = ">=0.8.0,<0.9.0"
 
 [package.extras]
+docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx-rtd-theme (==0.4.3)", "sphinx (==1.8.5)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jsons"
@@ -452,7 +439,7 @@ python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*
 
 [[package]]
 name = "numpy"
-version = "1.23.4"
+version = "1.23.5"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
@@ -471,7 +458,7 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
 [[package]]
 name = "pandas"
-version = "1.5.1"
+version = "1.5.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
 category = "main"
 optional = false
@@ -479,14 +466,14 @@ python-versions = ">=3.8"
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
 ]
 python-dateutil = ">=2.8.1"
 pytz = ">=2020.1"
 
 [package.extras]
-test = ["pytest-xdist (>=1.31)", "pytest (>=6.0)", "hypothesis (>=5.5.3)"]
+test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 
 [[package]]
 name = "parso"
@@ -521,15 +508,15 @@ python-versions = "*"
 
 [[package]]
 name = "platformdirs"
-version = "2.5.2"
-description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+version = "2.5.4"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
-test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
+docs = ["furo (>=2022.9.29)", "proselint (>=0.13)", "sphinx-autodoc-typehints (>=1.19.4)", "sphinx (>=5.3)"]
+test = ["appdirs (==1.4.4)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "pytest (>=7.2)"]
 
 [[package]]
 name = "pluggy"
@@ -561,7 +548,7 @@ virtualenv = ">=20.0.8"
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.32"
+version = "3.0.33"
 description = "Library for building powerful interactive command lines in Python"
 category = "main"
 optional = false
@@ -625,7 +612,7 @@ plugins = ["importlib-metadata"]
 
 [[package]]
 name = "pymilvus"
-version = "2.1.3"
+version = "2.2.0"
 description = "Python Sdk for Milvus"
 category = "main"
 optional = false
@@ -647,7 +634,7 @@ optional = false
 python-versions = ">=3.6.8"
 
 [package.extras]
-diagrams = ["railroad-diagrams", "jinja2"]
+diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
@@ -698,7 +685,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "qdrant-client"
-version = "0.11.1"
+version = "0.11.4"
 description = "Client library for the Qdrant vector search engine"
 category = "main"
 optional = false
@@ -714,7 +701,7 @@ typing-extensions = ">=4.0.0,<5.0.0"
 
 [[package]]
 name = "redis"
-version = "4.3.4"
+version = "4.3.5"
 description = "Python client for Redis database and key-value store"
 category = "main"
 optional = false
@@ -722,7 +709,6 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 async-timeout = ">=4.0.2"
-deprecated = ">=1.2.3"
 packaging = ">=20.4"
 
 [package.extras]
@@ -744,8 +730,8 @@ idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
-socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 
 [[package]]
 name = "rfc3986"
@@ -779,7 +765,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "stack-data"
-version = "0.6.0"
+version = "0.6.1"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 category = "main"
 optional = false
@@ -858,10 +844,10 @@ python-versions = ">=3.6"
 click = ">=7.1.1,<9.0.0"
 
 [package.extras]
-all = ["colorama (>=0.4.3,<0.5.0)", "shellingham (>=1.3.0,<2.0.0)", "rich (>=10.11.0,<13.0.0)"]
-dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
-doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mdx-include (>=1.4.1,<2.0.0)"]
-test = ["shellingham (>=1.3.0,<2.0.0)", "pytest (>=4.4.0,<5.4.0)", "pytest-cov (>=2.10.0,<3.0.0)", "coverage (>=5.2,<6.0)", "pytest-xdist (>=1.32.0,<2.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "mypy (==0.910)", "black (>=22.3.0,<23.0.0)", "isort (>=5.0.6,<6.0.0)", "rich (>=10.11.0,<13.0.0)"]
+test = ["rich (>=10.11.0,<13.0.0)", "isort (>=5.0.6,<6.0.0)", "black (>=22.3.0,<23.0.0)", "mypy (==0.910)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<2.0.0)", "coverage (>=5.2,<6.0)", "pytest-cov (>=2.10.0,<3.0.0)", "pytest (>=4.4.0,<5.4.0)", "shellingham (>=1.3.0,<2.0.0)"]
+doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mkdocs (>=1.1.2,<2.0.0)"]
+dev = ["pre-commit (>=2.17.0,<3.0.0)", "flake8 (>=3.8.3,<4.0.0)", "autoflake (>=1.3.1,<2.0.0)"]
+all = ["rich (>=10.11.0,<13.0.0)", "shellingham (>=1.3.0,<2.0.0)", "colorama (>=0.4.3,<0.5.0)"]
 
 [[package]]
 name = "typing-extensions"
@@ -892,11 +878,11 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "urllib3"
-version = "1.26.12"
+version = "1.26.13"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
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 [package.extras]
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@@ -920,7 +906,7 @@ test = ["pytest (>=2.2.3)", "flake8 (>=2.4.0)", "isort (>=4.2.2)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.16.6"
+version = "20.16.7"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
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 tqdm = ">=4.59.0,<5.0.0"
 validators = ">=0.18.2,<0.19.0"
 
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+    {file = "redis-4.3.5.tar.gz", hash = "sha256:30c07511627a4c5c4d970e060000772f323174f75e745a26938319817ead7a12"},
+]
 requests = [
     {file = "requests-2.28.1-py3-none-any.whl", hash = "sha256:8fefa2a1a1365bf5520aac41836fbee479da67864514bdb821f31ce07ce65349"},
     {file = "requests-2.28.1.tar.gz", hash = "sha256:7c5599b102feddaa661c826c56ab4fee28bfd17f5abca1ebbe3e7f19d7c97983"},
@@ -1115,21 +1393,108 @@ rfc3986 = [
     {file = "rfc3986-1.5.0-py2.py3-none-any.whl", hash = "sha256:a86d6e1f5b1dc238b218b012df0aa79409667bb209e58da56d0b94704e712a97"},
     {file = "rfc3986-1.5.0.tar.gz", hash = "sha256:270aaf10d87d0d4e095063c65bf3ddbc6ee3d0b226328ce21e036f946e421835"},
 ]
-six = []
+six = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
 sniffio = []
-stack-data = []
-stopit = []
-toml = []
-tomli = []
+stack-data = [
+    {file = "stack_data-0.6.1-py3-none-any.whl", hash = "sha256:960cb054d6a1b2fdd9cbd529e365b3c163e8dabf1272e02cfe36b58403cff5c6"},
+    {file = "stack_data-0.6.1.tar.gz", hash = "sha256:6c9a10eb5f342415fe085db551d673955611afb821551f554d91772415464315"},
+]
+stopit = [
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+]
+toml = [
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+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
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+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
 tqdm = []
-traitlets = []
-typer = []
-typing-extensions = []
-typish = []
-ujson = []
-urllib3 = []
-validators = []
-virtualenv = []
+traitlets = [
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+]
+typer = [
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+    {file = "typer-0.6.1.tar.gz", hash = "sha256:2d5720a5e63f73eaf31edaa15f6ab87f35f0690f8ca233017d7d23d743a91d73"},
+]
+typing-extensions = [
+    {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
+    {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
+]
+typish = [
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+]
+ujson = [
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+    {file = "ujson-5.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aa00b746138835271653b0c3da171d2a8b510c579381f71e8b8e03484d50d825"},
+    {file = "ujson-5.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:91edcf9978ee401119e9c8589376ae37fd3e6e75ee365c49385cb005eaff1535"},
+    {file = "ujson-5.4.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:05e411627e5d6ee773232960ca7307e66017f78e3fa74f7e95c3a8cc5cb05415"},
+    {file = "ujson-5.4.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:7d4c9ccd30e621e714ec24ca911ad8873567dc1ac1e5e914405ea9dd16b9d40c"},
+    {file = "ujson-5.4.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:dd0d4ec694cab8a0a4d85f45f81ae0065465c4670f0db72ba48d6c4e7ae42834"},
+    {file = "ujson-5.4.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:aaa77af91df3f71858a1f792c74d3f2d3abf3875f93ab1a2b9a24b3797743b02"},
+    {file = "ujson-5.4.0-cp310-cp310-win32.whl", hash = "sha256:fbea46c0fbc1c3bc8f957afd8dbb25b4ea3a356e18ee6dd79ace6cf32bd4cff7"},
+    {file = "ujson-5.4.0-cp310-cp310-win_amd64.whl", hash = "sha256:2d98248f1df1e1aab67e0374ab98945dd36bc1764753d71fd8aea5f296360b76"},
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+    {file = "ujson-5.4.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:39bb702ca1612253b5e4b6004e0f20208c98a446606aa351f9a7ba5ceaff0eb8"},
+    {file = "ujson-5.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:381c97d326d1ec569d318cc0ae83940ea2df125ede1000871680fefd5b7fdea9"},
+    {file = "ujson-5.4.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3a0707f381f97e1287c0dbf94d95bd6c0bbf6e4eeeaa656f0076b7883010c818"},
+    {file = "ujson-5.4.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:6a20f2f6e8818c1ab89dd4be6bbad3fc2ddb15287f89e7ea35f3eb849afebbd9"},
+    {file = "ujson-5.4.0-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:8cd6117e33233f2de6bc896eea6a5a59b58a37db08f371157264e0ec5e51c76a"},
+    {file = "ujson-5.4.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:31bdb6d771d5ef6d37134b42211500bfe176c55d399f3317e569783dc42ed38e"},
+    {file = "ujson-5.4.0-cp37-cp37m-win32.whl", hash = "sha256:baa76a6f707a6d22437fe9c7ec9719672fb04d4d9435a3e80ee9b1aaeb2089d9"},
+    {file = "ujson-5.4.0-cp37-cp37m-win_amd64.whl", hash = "sha256:ee29cf5cfc1e841708297633e1ce749aa851fb96830bbe51f2e5940741ff2441"},
+    {file = "ujson-5.4.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7e12272361e9722777c83b3f5b0bb91d402531f36e80c6e5fafb6acb89e897e3"},
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+    {file = "ujson-5.4.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0bcde3135265ecdd5714a7de4fdc167925390d7b17ca325e59980f4114c962b8"},
+    {file = "ujson-5.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0551c1ba0bc9e05b69d9c18266dbc93252b5fa3cd9940051bc88a0dd33607b19"},
+    {file = "ujson-5.4.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:13297a7d501f9c8c53e409d4fa57cc574e4fbfbe8807ef2c4c7ce2e3ec933a85"},
+    {file = "ujson-5.4.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:2974b17bc522ef86d98b498959d82f03c02e07d9eb08746026415298f4a4bca3"},
+    {file = "ujson-5.4.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:5df8b6369ee5ee2685fcc917f6c46b34e599c6e9a512fada6dfd752b909fa06a"},
+    {file = "ujson-5.4.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:754f422aba8db8201a1073f25e2f732effc6471f8755708b16e6ebf19dd23634"},
+    {file = "ujson-5.4.0-cp38-cp38-win32.whl", hash = "sha256:ea7fbc540bc04d5b05e5cd54e60ee8745ac665eedf2bad2ba9d12d5c7a7b7d2e"},
+    {file = "ujson-5.4.0-cp38-cp38-win_amd64.whl", hash = "sha256:8d472efa9c92e1b2933a22d2f1dbd5237087997136b24ac2b913bf4e8be03135"},
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+    {file = "ujson-5.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:400e4ca8a59f71398e8fa56c4d2d6f535e2a121ddb57284ec15752ffce2dd63a"},
+    {file = "ujson-5.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e844be0831042aa91e847e5ab03bddd1089ab1a8dd0a1bf90411abf864f058b2"},
+    {file = "ujson-5.4.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0b46aee21e5d75426c4058dfdb42f7e7b1d130c664ee5027a8dbbc50872dc32b"},
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+    {file = "ujson-5.4.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8cce79ce47c37132373fbdf55b683883c262a3a60763130e080b8394c1201d32"},
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+    {file = "ujson-5.4.0-cp39-cp39-win_amd64.whl", hash = "sha256:68c7f753aec490c6566fd3cd301887c413ac3a588316e446f30a4134ac665668"},
+    {file = "ujson-5.4.0-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:1a2e645325f844f9c890c9d956fc2d35ca91f38c857278238ef6516c2f99cf7c"},
+    {file = "ujson-5.4.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cec010d318a0238b1333ea9f40d5603d374cc026c29c4471e2661712c6682da1"},
+    {file = "ujson-5.4.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b40a3757a563ef77c3f2f9ea1732c2924e8b3b2bda3fa89513f949472ad40b6e"},
+    {file = "ujson-5.4.0-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:67f4e2fa81e1d99c01e7b1978ab0cbf3c9a8b663f683a709f87baad110d5b940"},
+    {file = "ujson-5.4.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:9ae1d0094ce730e39e09656bc14074d9573cdd80adec1a55b06d8bf1f9613a01"},
+    {file = "ujson-5.4.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:784dbd12925845a3f0757a956447e2fd31418abb5aeaebf3aca1203195f16fd1"},
+    {file = "ujson-5.4.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:422653083c6df6cec17fdb5d6106c209aad9b0c94131c53b073980403db22167"},
+    {file = "ujson-5.4.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e91947fda8354ea7faf698b084ebcdbabd239e7b15d8436fb74394f59a207ac9"},
+    {file = "ujson-5.4.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ef985eb2770900a485431910bd3f333b56d1a34b65f8c26a6ed8e8adf55f98d9"},
+    {file = "ujson-5.4.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:025758cf6561af6986d77cd4af9367ab56dde5c7c50f13f59e6964b4b25df73e"},
+    {file = "ujson-5.4.0.tar.gz", hash = "sha256:6b953e09441e307504130755e5bd6b15850178d591f66292bba4608c4f7f9b00"},
+]
+urllib3 = [
+    {file = "urllib3-1.26.13-py2.py3-none-any.whl", hash = "sha256:47cc05d99aaa09c9e72ed5809b60e7ba354e64b59c9c173ac3018642d8bb41fc"},
+    {file = "urllib3-1.26.13.tar.gz", hash = "sha256:c083dd0dce68dbfbe1129d5271cb90f9447dea7d52097c6e0126120c521ddea8"},
+]
+validators = [
+    {file = "validators-0.18.2-py3-none-any.whl", hash = "sha256:0143dcca8a386498edaf5780cbd5960da1a4c85e0719f3ee5c9b41249c4fefbd"},
+    {file = "validators-0.18.2.tar.gz", hash = "sha256:37cd9a9213278538ad09b5b9f9134266e7c226ab1fede1d500e29e0a8fbb9ea6"},
+]
+virtualenv = [
+    {file = "virtualenv-20.16.7-py3-none-any.whl", hash = "sha256:efd66b00386fdb7dbe4822d172303f40cd05e50e01740b19ea42425cbe653e29"},
+    {file = "virtualenv-20.16.7.tar.gz", hash = "sha256:8691e3ff9387f743e00f6bb20f70121f5e4f596cae754531f2b3b3a1b1ac696e"},
+]
 wcwidth = []
-weaviate-client = []
-wrapt = []
+weaviate-client = [
+    {file = "weaviate-client-3.9.0.tar.gz", hash = "sha256:cc00ddd8eebc80861113cc61a6203a1e4e62a983857ada9e01e18f19782cb9c7"},
+    {file = "weaviate_client-3.9.0-py3-none-any.whl", hash = "sha256:1f8b5a35c9d02a05080044898ff34c203ac45c1806e4cc74c55051826b826b35"},
+]
diff --git a/pyproject.toml b/pyproject.toml
index 0c0b97d5c363a298c2fcf5ae187509100ff4f99a..576b5a87947f34834d79110207795f1dcbab8dd5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,13 +6,13 @@ authors = ["Kacper Łukawski <kacper.lukawski@qdrant.com>"]
 
 [tool.poetry.dependencies]
 python = ">=3.8,<3.11"
-qdrant-client = "^0.11.1"
+qdrant-client = "^0.11.4"
 typer = "^0.6.1"
 jsons = "^1.6.3"
 h5py = "^3.7.0"
 weaviate-client = "^3.6.0"
 elasticsearch = "^8.4.3"
-pymilvus = "^2.1.3"
+pymilvus = "^2.2.0"
 protobuf = "3.20.0"
 redis = "^4.3.4"
 ipdb = "^0.13.9"
diff --git a/run_all_engines.sh b/run_all_engines.sh
index f2d2b10cba90e623560838836018a7f8a61eff68..bcd2a15e65f208e1c1fa2b4d6d0076f0f113e1d0 100644
--- a/run_all_engines.sh
+++ b/run_all_engines.sh
@@ -16,17 +16,19 @@ function run_exp() {
     ssh -t ${SERVER_USERNAME}@${SERVER_HOST} "cd ./projects/vector-db-benchmark/engine/servers/$SERVER_PATH ; docker compose down ; docker compose up -d"
     sleep 30
     python3 run.py --engines $ENGINE_NAME --datasets "${DATASETS}" --host $SERVER_HOST
-    ssh -t qdrant@$SERVER_HOST "cd ./projects/vector-db-benchmark/engine/servers/$SERVER_PATH ; docker compose down"
+    ssh -t ${SERVER_USERNAME}@${SERVER_HOST} "cd ./projects/vector-db-benchmark/engine/servers/$SERVER_PATH ; docker compose down"
     ssh -t ${SERVER_USERNAME}@${SERVER_HOST} "cd ./projects/vector-db-benchmark/monitoring && mkdir -p results && mv docker.stats.jsonl ./results/${MONITOR_PATH}-docker.stats.jsonl"
 }
 
 
-run_exp "qdrant-single-node" 'qdrant-m-*'
+#run_exp "qdrant-single-node" 'qdrant-m-*'
 run_exp "weaviate-single-node" 'weaviate-m-*'
 run_exp "milvus-single-node" 'milvus-m-*'
-run_exp "elasticsearch-single-node" 'elastic-m-*'
-run_exp "redis-single-node" 'redis-m-*'
+run_exp "qdrant-single-node" 'qdrant-rps-m-*'
+
+
+# run_exp "elasticsearch-single-node" 'elastic-m-*'
+# run_exp "redis-single-node" 'redis-m-*'
 
 # Extra: qdrant configured to tune RPS
 
-run_exp "qdrant-single-node" 'qdrant-rps-m-*'
diff --git a/sync.sh b/sync.sh
index e541d28965c8dc8a4e3030f98d0da5ff755e87e8..169e67241e593192957077611d3df642af1e0ecb 100644
--- a/sync.sh
+++ b/sync.sh
@@ -3,6 +3,7 @@
 
 rsync -avP \
    --exclude="results" \
+   --exclude="results-*" \
    --exclude='*.hdf5' \
    --exclude='venv' \
    --exclude='__pycache__' \