diff --git a/integrations/fastembed/pyproject.toml b/integrations/fastembed/pyproject.toml
index 995d25a57..a14c46634 100644
--- a/integrations/fastembed/pyproject.toml
+++ b/integrations/fastembed/pyproject.toml
@@ -5,7 +5,7 @@ build-backend = "hatchling.build"
 [project]
 name = "fastembed-haystack"
 dynamic = ["version"]
-description = 'support for fastembed '
+description = 'An integration of fastembed with Haystack '
 readme = "README.md"
 requires-python = ">=3.8"
 license = "Apache-2.0"
@@ -30,17 +30,16 @@ dependencies = [
 ]
 
 [project.urls]
-Documentation = "https://github.com/unknown/fastembed-haystack#readme"
-Issues = "https://github.com/unknown/fastembed-haystack/issues"
-Source = "https://github.com/unknown/fastembed-haystack"
-
-[tool.hatch.version]
-path = "src/fastembed_haystack/__about__.py"
+Source = "https://github.com/deepset-ai/haystack-core-integrations"
+Documentation = "https://github.com/deepset-ai/haystack-core-integrations/blob/main/integrations/fastembed/README.md"
+Issues = "https://github.com/deepset-ai/haystack-core-integrations/issues"
 
 [tool.hatch.envs.default]
 dependencies = [
   "coverage[toml]>=6.5",
   "pytest",
+  "ipython",
+  "haystack-pydoc-tools",  
 ]
 [tool.hatch.envs.default.scripts]
 test = "pytest {args:tests}"
@@ -53,27 +52,106 @@ cov = [
   "test-cov",
   "cov-report",
 ]
+docs = [
+  "pydoc-markdown pydoc/config.yml"
+]
 
 [[tool.hatch.envs.all.matrix]]
 python = ["3.8", "3.9", "3.10", "3.11", "3.12"]
 
-[tool.hatch.envs.types]
+[tool.hatch.envs.lint]
+detached = true
 dependencies = [
+  "black>=23.1.0",
   "mypy>=1.0.0",
+  "ruff>=0.0.243",
+]
+[tool.hatch.envs.lint.scripts]
+typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
+style = [
+  "ruff {args:.}",
+  "black --check --diff {args:.}",
+]
+fmt = [
+  "black {args:.}",
+  "ruff --fix {args:.}",
+  "style",
+]
+all = [
+  "style",
+  "typing",
 ]
-[tool.hatch.envs.types.scripts]
-check = "mypy --install-types --non-interactive {args:src/fastembed_haystack tests}"
+
+[tool.black]
+target-version = ["py37"]
+line-length = 120
+skip-string-normalization = true
+
+[tool.ruff]
+target-version = "py37"
+line-length = 120
+select = [
+  "A",
+  "ARG",
+  "B",
+  "C",
+  "DTZ",
+  "E",
+  "EM",
+  "F",
+  "FBT",
+  "I",
+  "ICN",
+  "ISC",
+  "N",
+  "PLC",
+  "PLE",
+  "PLR",
+  "PLW",
+  "Q",
+  "RUF",
+  "S",
+  "T",
+  "TID",
+  "UP",
+  "W",
+  "YTT",
+]
+ignore = [
+  # Allow non-abstract empty methods in abstract base classes
+  "B027",
+  # Allow boolean positional values in function calls, like `dict.get(... True)`
+  "FBT003",
+  # Ignore checks for possible passwords
+  "S105", "S106", "S107",
+  # Ignore complexity
+  "C901", "PLR0911", "PLR0912", "PLR0913", "PLR0915",
+]
+unfixable = [
+  # Don't touch unused imports
+  "F401",
+]
+
+[tool.ruff.isort]
+known-first-party = ["src"]
+
+[tool.ruff.flake8-tidy-imports]
+ban-relative-imports = "parents"
+
+[tool.ruff.per-file-ignores]
+# Tests can use magic values, assertions, and relative imports
+"tests/**/*" = ["PLR2004", "S101", "TID252"]
+# examples can contain "print" commands
+"examples/**/*" = ["T201"]
 
 [tool.coverage.run]
-source_pkgs = ["fastembed_haystack", "tests"]
+source_pkgs = ["src", "tests"]
 branch = true
 parallel = true
-omit = [
-  "src/fastembed_haystack/__about__.py",
-]
+
 
 [tool.coverage.paths]
-fastembed_haystack = ["src/fastembed_haystack", "*/fastembed-haystack/src/fastembed_haystack"]
+fastembed_haystack = ["src/haystack_integrations", "*/fastembed-haystack/src"]
 tests = ["tests", "*/fastembed-haystack/tests"]
 
 [tool.coverage.report]
@@ -82,3 +160,12 @@ exclude_lines = [
   "if __name__ == .__main__.:",
   "if TYPE_CHECKING:",
 ]
+
+[[tool.mypy.overrides]]
+module = [
+  "haystack.*",
+  "haystack_integrations.*",
+  "fastembed.*",
+  "pytest.*"
+]
+ignore_missing_imports = true