diff --git a/.github/workflows/ollama.yml b/.github/workflows/ollama.yml
index 7f61af14e..a375fc7db 100644
--- a/.github/workflows/ollama.yml
+++ b/.github/workflows/ollama.yml
@@ -54,6 +54,11 @@ jobs:
       - name: Pull the LLM in the Ollama service
         run: docker exec ollama ollama pull ${{ env.LLM_FOR_TESTS }}        
 
+      - name: Generate docs
+        working-directory: integrations/ollama
+        if: matrix.python-version == '3.9' && runner.os == 'Linux'
+        run: hatch run docs
+
       - name: Run tests
         working-directory: integrations/ollama
         run: hatch run cov
diff --git a/integrations/ollama/pydoc/config.yml b/integrations/ollama/pydoc/config.yml
new file mode 100644
index 000000000..768694991
--- /dev/null
+++ b/integrations/ollama/pydoc/config.yml
@@ -0,0 +1,29 @@
+loaders:
+  - type: haystack_pydoc_tools.loaders.CustomPythonLoader
+    search_path: [../src]
+    modules: [
+      "haystack_integrations.components.generators.ollama.generator",
+      "haystack_integrations.components.generators.ollama.chat.chat_generator"
+    ]
+    ignore_when_discovered: ["__init__"]
+processors:
+  - type: filter
+    expression:
+    documented_only: true
+    do_not_filter_modules: false
+    skip_empty_modules: true
+  - type: smart
+  - type: crossref
+renderer:
+  type: haystack_pydoc_tools.renderers.ReadmePreviewRenderer
+  excerpt: Ollama integration for Haystack
+  category_slug: haystack-integrations
+  title: Ollama
+  slug: integrations-ollama
+  order: 120
+  markdown:
+    descriptive_class_title: false
+    descriptive_module_title: true
+    add_method_class_prefix: true
+    add_member_class_prefix: false
+    filename: _readme_ollama.md
\ No newline at end of file
diff --git a/integrations/ollama/pyproject.toml b/integrations/ollama/pyproject.toml
index 69cc2ed16..e3bb738b6 100644
--- a/integrations/ollama/pyproject.toml
+++ b/integrations/ollama/pyproject.toml
@@ -48,6 +48,7 @@ git_describe_command = 'git describe --tags --match="integrations/ollama-v[0-9]*
 dependencies = [
     "coverage[toml]>=6.5",
     "pytest",
+    "haystack-pydoc-tools",
 ]
 [tool.hatch.envs.default.scripts]
 test = "pytest {args:tests}"
@@ -60,6 +61,9 @@ 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"]