diff --git a/.github/workflows/mkdocs.yml b/.github/workflows/mkdocs.yml
new file mode 100644
index 000000000..e9cfe92c2
--- /dev/null
+++ b/.github/workflows/mkdocs.yml
@@ -0,0 +1,40 @@
+name: Deploy MkDocs
+
+on:
+  push:
+    branches:
+      - main
+
+permissions:
+  contents: write
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+
+      - name: Install Poetry
+        uses: snok/install-poetry@v1.3.1
+
+      - name: Setup Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+          cache: 'poetry'
+
+      - name: Install APT packages
+        run: |
+          sudo apt-get update &&
+          sudo apt-get install pngquant
+
+      - name: Install via Poetry
+        run: poetry install --with dev,docs
+
+        env:
+          GH_TOKEN: ${{ secrets.PAT_FOR_CROSS_REPOS_CICD_TRIGGERING }}
+
+      - name: Build and deploy MkDocs
+        run: poetry run mkdocs gh-deploy --force
\ No newline at end of file
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 000000000..545ad2c60
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1 @@
+### HELLO WORLD
\ No newline at end of file
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 000000000..b145ad2f3
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,121 @@
+site_name: cognee
+site_author: Vasilije Markovic
+site_description: desc
+repo_name: cognee
+repo_url: https://github.com/topoteretes/cognee
+#site_url: https://github.com/topoteretes/cognee
+edit_uri: edit/main/docs/
+copyright: Copyright © 2024 cognee
+theme:
+  name: material
+  icon:
+    repo: fontawesome/brands/github
+    edit: material/pencil
+    view: material/eye
+    theme:
+    admonition:
+      note: octicons/tag-16
+      abstract: octicons/checklist-16
+      info: octicons/info-16
+      tip: octicons/squirrel-16
+      success: octicons/check-16
+      question: octicons/question-16
+      warning: octicons/alert-16
+      failure: octicons/x-circle-16
+      danger: octicons/zap-16
+      bug: octicons/bug-16
+      example: octicons/beaker-16
+      quote: octicons/quote-16
+  features:
+    - announce.dismiss
+    - content.action.edit
+    - content.action.view
+    - content.code.annotate
+    - content.code.copy
+    - content.code.select
+    - content.tabs.link
+    - content.tooltips
+    - header.autohide
+    - navigation.expand
+    - navigation.footer
+    - navigation.indexes
+    - navigation.instant
+    - navigation.instant.prefetch
+    - navigation.instant.progress
+    - navigation.prune
+    - navigation.sections
+    - navigation.tabs
+    # - navigation.tabs.sticky
+    - navigation.top
+    - navigation.tracking
+    - search.highlight
+    - search.share
+    - search.suggest
+    - toc.follow
+    # - toc.integrate
+  palette:
+      - scheme: default
+        primary: black
+        accent: indigo
+        toggle:
+          icon: material/brightness-7
+          name: Switch to dark mode
+      - scheme: slate
+        primary: black
+        accent: indigo
+        toggle:
+          icon: material/brightness-4
+          name: Switch to light mode
+  font:
+    text: Roboto
+    code: Roboto Mono
+  custom_dir: docs/overrides
+# Extensions
+markdown_extensions:
+  - abbr
+  - admonition
+  - pymdownx.details
+  - attr_list
+  - def_list
+  - footnotes
+  - md_in_html
+  - toc:
+      permalink: true
+  - pymdownx.arithmatex:
+      generic: true
+  - pymdownx.betterem:
+      smart_enable: all
+  - pymdownx.caret
+  - pymdownx.details
+  - pymdownx.emoji:
+      emoji_generator: !!python/name:material.extensions.emoji.to_svg
+      emoji_index: !!python/name:material.extensions.emoji.twemoji
+  - pymdownx.highlight:
+      anchor_linenums: true
+      line_spans: __span
+      pygments_lang_class: true
+  - pymdownx.inlinehilite
+  - pymdownx.keys
+  - pymdownx.magiclink:
+      normalize_issue_symbols: true
+      repo_url_shorthand: true
+      user: jxnl
+      repo: instructor
+  - pymdownx.mark
+  - pymdownx.smartsymbols
+  - pymdownx.snippets:
+      auto_append:
+        - includes/mkdocs.md
+  - pymdownx.superfences:
+      custom_fences:
+        - name: mermaid
+          class: mermaid
+          format: !!python/name:pymdownx.superfences.fence_code_format
+  - pymdownx.tabbed:
+      alternate_style: true
+      combine_header_slug: true
+  - pymdownx.tasklist:
+      custom_checkbox: true
+nav:
+  - Introduction:
+    - Welcome to cognee: 'index.md'
diff --git a/pyproject.toml b/pyproject.toml
index 7fd51ba19..ac867d2a0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -68,6 +68,24 @@ pinecone = ["pinecone-client"]
 neo4j = ["neo4j", "py2neo"]
 notebook =[ "ipykernel", "ipywidgets", "jupyterlab", "jupyterlab_widgets", "jupyterlab-server", "jupyterlab-git"]
 
+[tool.poetry.group.docs.dependencies]
+mkdocs = "^1.4.3"
+mkdocs-material = {extras = ["imaging"], version = "^9.5.9"}
+mkdocstrings = "^0.22.0"
+mkdocstrings-python = "^1.1.2"
+pytest-examples = "^0.0.10"
+mkdocs-jupyter = "^0.24.6"
+mkdocs-rss-plugin = "^1.12.0"
+mkdocs-minify-plugin = "^0.8.0"
+mkdocs-redirects = "^1.2.1"
+
+[tool.poetry.group.test-docs.dependencies]
+fastapi = "^0.109.2"
+redis = "^5.0.1"
+diskcache = "^5.6.3"
+pandas = "^2.2.0"
+tabulate = "^0.9.0"
+
 
 [tool.ruff] # https://beta.ruff.rs/docs/
 line-length = 100