diff --git a/poetry.lock b/poetry.lock
index f912a7f8f9..b951643fb7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
@@ -26,7 +26,6 @@ files = [
 name = "antlr4-python3-runtime"
 version = "4.13.1"
 description = "ANTLR 4.13.1 runtime for Python 3"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -120,6 +119,21 @@ docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
 tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "zope.interface"]
 tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six"]
 
+[[package]]
+name = "autoray"
+version = "0.6.8"
+description = "Abstract your array operations."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "autoray-0.6.8-py3-none-any.whl", hash = "sha256:56ce1a1e105e14fd74e5e2d724a92421af7601b34b73f10c0cf58d678958fde4"},
+    {file = "autoray-0.6.8.tar.gz", hash = "sha256:8e31832597cb2075e5f9f65894fafff9d726d9287718415d3c8b008e592f0197"},
+]
+
+[package.extras]
+docs = ["astroid (<3)", "furo", "ipython (!=8.7.0)", "myst-nb", "setuptools-scm", "sphinx (>=2.0)", "sphinx-autoapi", "sphinx-copybutton"]
+tests = ["coverage", "numpy", "pytest", "pytest-cov"]
+
 [[package]]
 name = "babel"
 version = "2.14.0"
@@ -664,6 +678,25 @@ mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.6.1)", "types-Pill
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
+[[package]]
+name = "cotengra"
+version = "0.5.6"
+description = "Hyper optimized contraction trees for large tensor networks and einsums."
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "cotengra-0.5.6.tar.gz", hash = "sha256:4e8ab61ea569eced25b602ca72aae0854f8825da76190664fe9c1414a55499cb"},
+]
+
+[package.dependencies]
+autoray = "*"
+
+[package.extras]
+docs = ["astroid (<3.0.0)", "furo", "ipython (!=8.7.0)", "myst-nb", "setuptools-scm", "sphinx (>=2.0)", "sphinx-autoapi", "sphinx-copybutton", "sphinx-design"]
+recommended = ["cotengrust", "cytoolz", "kahypar", "networkx", "numpy", "opt-einsum", "optuna", "ray", "tqdm"]
+test = ["altair", "baytune", "chocolate", "dask", "distributed", "kahypar", "matplotlib", "networkx", "nevergrad", "numpy", "opt-einsum", "pytest", "seaborn", "skopt"]
+
 [[package]]
 name = "coverage"
 version = "7.4.3"
@@ -983,6 +1016,125 @@ files = [
 docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
 tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
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+version = "0.12.3"
+description = "Cython implementation of Toolz: High performance functional utilities"
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+python-versions = ">=3.7"
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 name = "openqasm3"
 version = "0.5.0"
 description = "Reference OpenQASM AST in Python"
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 optional = false
 python-versions = "*"
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 [package.dependencies]
 numpy = ">=1.7"
 qdldl = "*"
-scipy = ">=0.13.2"
+scipy = ">=0.13.2,<1.12.0"
 
 [[package]]
 name = "packaging"
@@ -3450,13 +3601,13 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 
 [[package]]
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+version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
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 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
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@@ -3795,6 +3946,57 @@ url = "https://github.com/qiboteam/qibojit.git"
 reference = "HEAD"
 resolved_reference = "524aea0aa06f5dccf8d5ee9d8db84899b7f3ac45"
 
+[[package]]
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+version = "0.0.1"
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+optional = false
+python-versions = "^3.9,<3.12"
+files = []
+develop = false
+
+[package.dependencies]
+qibo = "^0.2.4"
+quimb = {version = "^1.6.0", extras = ["tensor"]}
+
+[package.extras]
+cuda = ["cupy (>=11.6.0,<12.0.0)", "cuquantum-python-cu11 (>=23.3.0,<24.0.0)"]
+
+[package.source]
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+reference = "HEAD"
+resolved_reference = "8e28e440426f40e575acdbedee3ae21c30dfa78c"
+
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+description = "Quantum information and many-body library."
+optional = false
+python-versions = ">=3.8"
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+scipy = ">=1.0.0"
+tqdm = ">=4"
+
+[package.extras]
+advanced-solvers = ["mpi4py", "petsc4py", "slepc4py"]
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+tests = ["coverage", "pytest", "pytest-cov"]
+
 [[package]]
 name = "recommonmark"
 version = "0.7.1"
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 [package.dependencies]
-numpy = ">=1.22.4,<1.29.0"
+numpy = ">=1.21.6,<1.28.0"
 
 [package.extras]
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+test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "scs"
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 ]
 
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+version = "0.12.1"
+description = "List processing tools and functional utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
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 name = "tornado"
 version = "6.4"
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 ]
 
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 [[package]]
 name = "zipp"
 version = "3.17.0"
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 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "68cecd2794acab4ef3e55948d20b2233cfc05bd3f4435d7d04d35a5d23db20b5"
+content-hash = "0b472a931fa1b4631a6ba4549b02bda9ec9a6f0d5a7fff28c52d97263a1499ef"
diff --git a/pyproject.toml b/pyproject.toml
index dfa3e422d1..224fb924c0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -69,6 +69,7 @@ pylint = "^3.0.3"
 matplotlib = "^3.7.0"
 qibojit = { git = "https://github.com/qiboteam/qibojit.git" }
 tensorflow = { version = "^2.14.1,<2.16", markers = "sys_platform == 'linux'" }
+qibotn = { git = "https://github.com/qiboteam/qibotn.git" }
 
 [tool.poe.tasks]
 test = "pytest"
@@ -85,6 +86,7 @@ optional = true
 cupy-cuda11x = "^12.0.0"
 cuquantum-python-cu11 = "^23.3.0"
 qibojit = { git = "https://github.com/qiboteam/qibojit.git" }
+qibotn = { git = "https://github.com/qiboteam/qibotn.git" }
 
 [tool.poetry.group.cuda12]
 optional = true
@@ -93,6 +95,7 @@ optional = true
 cupy-cuda12x = "^12.0.0"
 cuquantum-python-cu12 = "^23.3.0"
 qibojit = { git = "https://github.com/qiboteam/qibojit.git" }
+qibotn = { git = "https://github.com/qiboteam/qibotn.git" }
 
 [tool.pylint.reports]
 output-format = "colorized"
diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py
index f193b85bd5..505a7205b2 100644
--- a/src/qibo/backends/__init__.py
+++ b/src/qibo/backends/__init__.py
@@ -34,6 +34,18 @@ def construct_backend(backend, **kwargs):
     elif backend == "qibolab":  # pragma: no cover
         from qibolab.backends import QibolabBackend  # pylint: disable=E0401
 
+    elif backend == "qibotn":  # pragma: no cover
+
+        platform = kwargs.get("platform")
+        if platform == "cutensornet":  # pragma: no cover
+            from qibotn.backends.cutensornet import CuTensorNet  # pylint: disable=E0401
+
+            return CuTensorNet(kwargs["runcard"])
+        elif platform == "qutensornet":  # pragma: no cover
+            from qibotn.backends.quimb import QuimbBackend  # pylint: disable=E0401
+
+            return QuimbBackend(kwargs["runcard"])
+
         return QibolabBackend(**kwargs)
     elif backend == "clifford":
         return CliffordBackend(kwargs["platform"])
diff --git a/tests/test_backend_qibotn.py b/tests/test_backend_qibotn.py
new file mode 100644
index 0000000000..a18eff8184
--- /dev/null
+++ b/tests/test_backend_qibotn.py
@@ -0,0 +1,14 @@
+import os
+
+import qibo
+
+# Force quimb to use qibojit default number of threads.
+os.environ["NUMBA_NUM_THREADS"] = f"{qibo.get_threads()}"
+from qibotn.backends.quimb import QuimbBackend
+
+from qibo.backends import GlobalBackend
+
+
+def test_backend_qibotn():
+    qibo.set_backend(backend="qibotn", platform="qutensornet", runcard=None)
+    assert isinstance(GlobalBackend(), QuimbBackend)