diff --git a/.github/workflows/integration-tests-macos.yml b/.github/workflows/integration-tests-macos.yml
index b0d28e15..338f1e1e 100644
--- a/.github/workflows/integration-tests-macos.yml
+++ b/.github/workflows/integration-tests-macos.yml
@@ -18,6 +18,7 @@ jobs:
           - '3.9.x'
           - '3.10.x'
           - '3.11.x'
+          - '3.12.x'
         os:
           - macos-latest
 
diff --git a/.github/workflows/integration-tests.yml b/.github/workflows/integration-tests.yml
index d2e5df60..1fe37616 100644
--- a/.github/workflows/integration-tests.yml
+++ b/.github/workflows/integration-tests.yml
@@ -18,6 +18,7 @@ jobs:
           - '3.9.x'
           - '3.10.x'
           - '3.11.x'
+          - '3.12.x'
         os:
           - ubuntu-latest
 
diff --git a/.github/workflows/type-checkers.yml b/.github/workflows/type-checkers.yml
index c9244ae0..ae476775 100644
--- a/.github/workflows/type-checkers.yml
+++ b/.github/workflows/type-checkers.yml
@@ -8,7 +8,7 @@ jobs:
     strategy:
       fail-fast: true
       matrix:
-        python-version: ["3.8", "3.9", "3.10", "3.11"]
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
         os: [ubuntu-latest]
 
     name: Python ${{ matrix.python-version }} test
diff --git a/poetry.lock b/poetry.lock
index 9113a884..dcd407da 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -48,18 +48,21 @@ trio = ["trio (>=0.22)"]
 
 [[package]]
 name = "babel"
-version = "2.12.1"
+version = "2.13.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"},
-    {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
+    {file = "Babel-2.13.0-py3-none-any.whl", hash = "sha256:fbfcae1575ff78e26c7449136f1abbefc3c13ce542eeb13d43d50d8b047216ec"},
+    {file = "Babel-2.13.0.tar.gz", hash = "sha256:04c3e2d28d2b7681644508f836be388ae49e0cfe91465095340395b60d00f210"},
 ]
 
 [package.dependencies]
 pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
 
+[package.extras]
+dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+
 [[package]]
 name = "certifi"
 version = "2023.7.22"
@@ -73,86 +76,101 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.2.0"
+version = "3.3.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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-    {file = "charset_normalizer-3.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0b87549028f680ca955556e3bd57013ab47474c3124dc069faa0b6545b6c9710"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7c70087bfee18a42b4040bb9ec1ca15a08242cf5867c58726530bdf3945672ed"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a103b3a7069b62f5d4890ae1b8f0597618f628b286b03d4bc9195230b154bfa9"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:94aea8eff76ee6d1cdacb07dd2123a68283cb5569e0250feab1240058f53b623"},
-    {file = "charset_normalizer-3.2.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:db901e2ac34c931d73054d9797383d0f8009991e723dab15109740a63e7f902a"},
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 ]
 
 [[package]]
@@ -272,21 +290,21 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "fastembed"
-version = "0.0.4"
-description = "Fast, State of the Art Quantized Embedding Models"
+version = "0.0.5"
+description = "Fast, light, accurate library built for retrieval embedding generation"
 optional = true
 python-versions = ">=3.8.0,<3.12"
 files = [
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 [[package]]
 name = "flatbuffers"
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 setuptools = "*"
 
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 description = "A minimal low-level HTTP client."
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 idna = "*"
 sniffio = "*"
 
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 packaging = "*"
 protobuf = "*"
 sympy = "*"
 
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 [[package]]
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 [[package]]
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 description = "Wraps the portalocker recipe for easy usage"
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 [package.dependencies]
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 [package.extras]
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 redis = ["redis"]
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 [[package]]
 name = "pydantic"
-version = "2.3.0"
+version = "2.4.2"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
 annotated-types = ">=0.4.0"
-pydantic-core = "2.6.3"
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 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -925,117 +1029,117 @@ email = ["email-validator (>=2.0.0)"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.6.3"
+version = "2.10.1"
 description = ""
 optional = false
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+    {file = "pydantic_core-2.10.1.tar.gz", hash = "sha256:0f8682dbdd2f67f8e1edddcbffcc29f60a6182b4901c367fc8c1c40d30bb0a82"},
 ]
 
 [package.dependencies]
@@ -1068,13 +1172,13 @@ files = [
 
 [[package]]
 name = "pyright"
-version = "1.1.326"
+version = "1.1.329"
 description = "Command line wrapper for pyright"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pyright-1.1.326-py3-none-any.whl", hash = "sha256:f3c5047465138558d3d106a9464cc097cf2c3611da6edcf5b535cc1fdebd45db"},
-    {file = "pyright-1.1.326.tar.gz", hash = "sha256:cecbe026b14034ba0750db605718a8c2605552387c5772dfaf7f3e632cb7212a"},
+    {file = "pyright-1.1.329-py3-none-any.whl", hash = "sha256:c16f88a7ac14ddd0513e62fec56d69c37e3c6b412161ad16aa23a9c7e3dabaf4"},
+    {file = "pyright-1.1.329.tar.gz", hash = "sha256:5baf82ff5ecb8c8b3ac400e8536348efbde0b94a09d83d5b440c0d143fd151a8"},
 ]
 
 [package.dependencies]
@@ -1213,19 +1317,19 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "setuptools"
-version = "68.2.0"
+version = "68.2.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-68.2.0-py3-none-any.whl", hash = "sha256:af3d5949030c3f493f550876b2fd1dd5ec66689c4ee5d5344f009746f71fd5a8"},
-    {file = "setuptools-68.2.0.tar.gz", hash = "sha256:00478ca80aeebeecb2f288d3206b0de568df5cd2b8fada1209843cc9a8d88a48"},
+    {file = "setuptools-68.2.2-py3-none-any.whl", hash = "sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a"},
+    {file = "setuptools-68.2.2.tar.gz", hash = "sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "sniffio"
@@ -1474,55 +1578,55 @@ telegram = ["requests"]
 
 [[package]]
 name = "types-protobuf"
-version = "4.24.0.1"
+version = "4.24.0.2"
 description = "Typing stubs for protobuf"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-protobuf-4.24.0.1.tar.gz", hash = "sha256:90adea3b693d6a40d8ef075c58fe6b5cc6e01fe1496301a7e6fc70398dcff92e"},
-    {file = "types_protobuf-4.24.0.1-py3-none-any.whl", hash = "sha256:df203a204e4ae97d4cca4c9cf725262579dd7857a19f9e7fc74871ccfa073c01"},
+    {file = "types-protobuf-4.24.0.2.tar.gz", hash = "sha256:598bb2290b9b0ea65f4f63569a09deaa4475edd7bb0d8589057a38deb0b19f4f"},
+    {file = "types_protobuf-4.24.0.2-py3-none-any.whl", hash = "sha256:b86b0deefd1cb1582d355be4fd7a2a807cf49c993d9744d3c9fbe1cbf1e6b044"},
 ]
 
 [[package]]
 name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "1.26.16"
+version = "1.26.17"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
-    {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
-    {file = "urllib3-1.26.16.tar.gz", hash = "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"},
+    {file = "urllib3-1.26.17-py2.py3-none-any.whl", hash = "sha256:94a757d178c9be92ef5539b8840d48dc9cf1b2709c9d6b588232a055c524458b"},
+    {file = "urllib3-1.26.17.tar.gz", hash = "sha256:24d6a242c28d29af46c3fae832c36db3bbebcc533dd1bb549172cd739c82df21"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "zipp"
-version = "3.16.2"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [extras]
@@ -1530,5 +1634,5 @@ fastembed = ["fastembed"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.8,<3.12"
-content-hash = "a082769e610f3f5269b9fff70b67cf42f1cd5d84de6209effc432f12b1b6a232"
+python-versions = ">=3.8,<3.13"
+content-hash = "c23c61cdf1b1edab79259030fed49383e763feeaa4ab43584a72a77d6d55cb09"
diff --git a/pyproject.toml b/pyproject.toml
index b880815f..cfe04abd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,18 +14,21 @@ repository = "https://github.com/qdrant/qdrant-client"
 keywords = ["vector", "search", "neural", "matching", "client"]
 
 [tool.poetry.dependencies]
-python = ">=3.8,<3.12"
+python = ">=3.8,<3.13"
 httpx = { version = ">=0.14.0", extras = ["http2"] }
 numpy = [
     { version = "<1.21", python = "<3.8" },
-    { version = ">=1.21", python = ">=3.8" }
+    { version = ">=1.21", python = ">=3.8,<3.12" },
+    { version = ">=1.26", python = ">=3.12" }
 ]
 pydantic = ">=1.10.8"
 grpcio = { version = ">=1.41.0", allow-prereleases = true }
 grpcio-tools = ">=1.41.0"
 urllib3 = "^1.26.14"
 portalocker = "^2.7.0"
-fastembed = { version = "0.0.4", optional = true }
+fastembed = [
+    { version = "0.0.5", optional = true, python = "<3.12" }
+]
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.1"