diff --git a/deployer/pipeline_checks.py b/deployer/pipeline_checks.py
index 60d693d..9d14692 100644
--- a/deployer/pipeline_checks.py
+++ b/deployer/pipeline_checks.py
@@ -146,7 +146,7 @@ def _convert_artifact_type_to_str(annotation: type) -> type:
     """Convert a kfp.dsl.Artifact type to a string.
 
     This is mandatory for type checking, as kfp.dsl.Artifact types should be passed as strings
-    to VertexAI. See https://cloud.google.com/python/docs/reference/aiplatform/latest/google.cloud.aiplatform.PipelineJob
+    to VertexAI. See <https://cloud.google.com/python/docs/reference/aiplatform/latest/google.cloud.aiplatform.PipelineJob>
     for details.
     """
     if isinstance(annotation, _AnnotatedAlias):
diff --git a/docs/advanced_user_guide.md b/docs/advanced/advanced_user_guide.md
similarity index 100%
rename from docs/advanced_user_guide.md
rename to docs/advanced/advanced_user_guide.md
diff --git a/docs/configuration.md b/docs/advanced/configuration.md
similarity index 100%
rename from docs/configuration.md
rename to docs/advanced/configuration.md
diff --git a/docs/api/pipeline_checks.md b/docs/api/pipeline_checks.md
new file mode 100644
index 0000000..4b6d160
--- /dev/null
+++ b/docs/api/pipeline_checks.md
@@ -0,0 +1,11 @@
+::: deployer.pipeline_checks
+    options:
+        allow_inspection: false
+        merge_init_into_class: false
+        group_by_category: false
+        members:
+            - Pipelines
+            - Pipeline
+            - ConfigsDynamicModel
+            - ConfigDynamicModel
+            - _convert_artifact_type_to_str
diff --git a/docs/api/utils.md b/docs/api/utils.md
new file mode 100644
index 0000000..0116872
--- /dev/null
+++ b/docs/api/utils.md
@@ -0,0 +1,26 @@
+::: deployer.utils.models
+    options:
+        show_root_heading: true
+        members:
+            - create_model_from_func
+
+::: deployer.utils.utils
+    options:
+        show_root_heading: true
+        members:
+            - make_enum_from_python_package_dir
+            - import_pipeline_from_dir
+
+::: deployer.utils.config
+    options:
+        show_root_heading: true
+        merge_init_into_class: false
+        allow_inspection: true
+        members:
+            - VertexPipelinesSettings
+            - load_vertex_settings
+            - list_config_filepaths
+            - load_config
+            - _load_config_python
+            - _load_config_yaml
+            - _load_config_toml
diff --git a/docs/api/vertex_deployer.md b/docs/api/vertex_deployer.md
new file mode 100644
index 0000000..1c9af78
--- /dev/null
+++ b/docs/api/vertex_deployer.md
@@ -0,0 +1,6 @@
+::: deployer.pipeline_deployer.VertexPipelineDeployer
+    options:
+        show_root_heading: true
+        allow_inspection: true
+        merge_init_into_class: false
+        group_by_category: false
diff --git a/mkdocs.yml b/mkdocs.yml
index 9dd8bb4..38b60c0 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -40,6 +40,20 @@ theme:
 
 plugins:
   - search
+  - mkdocstrings:
+      handlers:
+        python:
+          paths: [.]
+          options:
+            members_order: source
+            separate_signature: true
+            filters: ["!^_"]
+            docstring_options:
+              ignore_init_summary: true
+            merge_init_into_class: true
+            show_signature_annotations: true
+            signature_crossrefs: true
+            show_symbol_type_heading: true
 
 markdown_extensions:
   - admonition
@@ -81,8 +95,12 @@ nav:
     - Folder Structure: folder_structure.md
     - Basic Usage: usage.md
   - Advanced User Guide:
-    - Vertex DevOps: advanced_user_guide.md
-    - Understand settings and configurations: configuration.md
+    - Vertex DevOps: advanced/advanced_user_guide.md
+    - Understand settings and configurations: advanced/configuration.md
   - CLI Reference: CLI_REFERENCE.md
+  - API Documentation:
+    - VertexPipelineDeployer: api/vertex_deployer.md
+    - pipeline_checks: api/pipeline_checks.md
+    - utils: api/utils.md
   - Contributing: contributing.md
   - Changelog: changelog.md
diff --git a/pyproject.toml b/pyproject.toml
index feae642..142c967 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,6 +49,7 @@ codespell = "^2.2"
 [tool.poetry.group.docs.dependencies]
 mkdocs = "^1.5"
 mkdocs-material = {extras = ["pygments"], version = "^9.5.17"}
+mkdocstrings = "^0.26"
 
 [tool.poetry.extras]
 profiling = ["pyinstrument"]