diff --git a/.github/workflows/main.yaml b/.github/workflows/main.yaml
new file mode 100644
index 0000000..eaa09eb
--- /dev/null
+++ b/.github/workflows/main.yaml
@@ -0,0 +1,138 @@
+name: main
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+jobs:
+  check-branch:
+    if: ${{ github.event_name == 'pull_request' }}
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    concurrency:
+      group: check-pr-${{ github.ref }}
+      cancel-in-progress: true
+
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+
+      - name: Check if the PR's branch is updated
+        uses: osl-incubator/gh-check-pr-is-updated@1.0.0
+        with:
+          remote_branch: origin/main
+          pr_sha: ${{ github.event.pull_request.head.sha }}
+
+  tests:
+    needs: check-branch
+    timeout-minutes: 10
+    strategy:
+      matrix:
+        python_version:
+          - "3.8.1"
+          - "3.9"
+          - "3.10"
+          - "3.11"
+          - "3.12"
+        os:
+          - "ubuntu"
+          - "macos"
+          # - "windows"
+    runs-on: ${{ matrix.os }}-latest
+    concurrency:
+      group: ci-tests-${{ matrix.os }}-${{ matrix.python_version }}-${{ github.ref }}
+      cancel-in-progress: true
+
+    defaults:
+      run:
+        shell: bash -l {0}
+
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Install MacOS extra tools and add extra setup
+        if: ${{ matrix.os == 'macos' }}
+        run: |
+          sudo mkdir -p /tmp
+          sudo chmod 777 /tmp
+
+          brew install gnu-sed
+          echo 'export PATH="/usr/local/opt/gnu-sed/libexec/gnubin:$PATH"' >> ~/.bashrc
+          echo 'export PATH="/usr/local/opt/gnu-sed/libexec/gnubin:$PATH"' >> ~/.bash_profile
+
+      - name: Prepare conda environment (windows)
+        if: ${{ matrix.os == 'windows' }}
+        run: |
+          $env:Path += ";C:\Program Files\Git\usr\bin"
+          sed -i s/python\ 3\.8\.1/python\ ${{ matrix.python_version }}/ conda/dev.yaml
+          cat conda/dev.yaml
+
+      - name: Prepare conda environment
+        if: ${{ matrix.os != 'windows' }}
+        run: |
+          sed -i s/python\ 3\.8\.1/python\ ${{ matrix.python_version }}/ conda/dev.yaml
+          cat conda/dev.yaml
+
+      - uses: conda-incubator/setup-miniconda@v3
+        with:
+          miniconda-version: "latest"
+          environment-file: conda/dev.yaml
+          channels: conda-forge,nodefaults
+          activate-environment: anamnesisai
+          auto-update-conda: true
+          conda-solver: libmamba
+
+      - name: Install dependencies
+        run: poetry install
+
+      - name: Run unit tests
+        run: makim tests.unittest
+
+      - name: Test jupyter notebooks
+        run: makim tests.notebooks
+
+  linter-and-docs:
+    needs: check-branch
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+
+    defaults:
+      run:
+        shell: bash -l {0}
+
+    concurrency:
+      group: ci-linter-docs-${{ matrix.os }}-${{ matrix.python_version }}-${{ github.ref }}
+      cancel-in-progress: true
+
+    steps:
+      - uses: actions/checkout@v3
+
+      - uses: conda-incubator/setup-miniconda@v3
+        with:
+          miniconda-version: "latest"
+          environment-file: conda/dev.yaml
+          channels: conda-forge,nodefaults
+          activate-environment: anamnesisai
+          auto-update-conda: true
+          conda-solver: libmamba
+
+      - name: Install dependencies
+        run: |
+          poetry config virtualenvs.create false
+          poetry install
+
+      - name: Test documentation generation
+        run: makim docs.build
+
+      - name: Run style checks
+        if: success() || failure()
+        run: |
+          pre-commit install
+          makim tests.linter
+
+      - name: Setup tmate session
+        if: "${{ failure() && (contains(github.event.pull_request.labels.*.name, 'ci:enable-debugging')) }}"
+        uses: mxschmitt/action-tmate@v3
diff --git a/.makim.yaml b/.makim.yaml
new file mode 100644
index 0000000..69ee960
--- /dev/null
+++ b/.makim.yaml
@@ -0,0 +1,86 @@
+version: 1.0
+groups:
+  clean:
+    targets:
+      tmp:
+        help: remove build artifacts, compiled files, and cache
+        shell: bash
+        run: |
+          find . -name '*.egg-info' -exec rm -rf {} +
+          find . -name '*.egg' -exec rm -f {} +
+          find . -name '*.pyc' -exec rm -f {} +
+          find . -name '*.pyo' -exec rm -f {} +
+          find . -name '__pycache__' -exec rm -rf {} +
+          find . -name '*~' -exec rm -f {} +
+          rm -rf build/
+          rm -rf dist/
+          rm -rf .eggs/
+          rm -f .coverage
+          rm -rf htmlcov/
+          rm -rf .pytest_cache
+
+  tests:
+    targets:
+      linter:
+        help: run linter tools
+        run: |
+          pre-commit install
+          pre-commit run --all-files
+
+      unittest:
+        help: run tests
+        args:
+          path:
+            help: Specify the location of the tests
+            type: string
+            default: ""
+          params:
+            help: Specify parameters to be used for tests
+            type: string
+            default: "-vv"
+        run: pytest {{ args.path }} {{ args.params }}
+
+      notebooks:
+        help: test jupyter notebooks
+        run: pytest -vv --nbmake docs/tutorials
+
+      ci:
+        help: run the sames tests executed on CI
+        dependencies:
+          - target: tests.unittest
+          - target: tests.notebooks
+          - target: tests.linter
+
+  docs:
+    targets:
+      build:
+        help: build documentation
+        run: mkdocs build --config-file mkdocs.yaml
+
+      preview:
+        help: preview documentation page locally
+        run: mkdocs serve --watch docs --config-file mkdocs.yaml
+
+  release:
+    vars:
+      app: |
+        npx --yes \
+          -p semantic-release \
+          -p conventional-changelog-conventionalcommits \
+          -p "@semantic-release/commit-analyzer" \
+          -p "@semantic-release/release-notes-generator" \
+          -p "@semantic-release/changelog" \
+          -p "@semantic-release/exec" \
+          -p "@semantic-release/github" \
+          -p "@semantic-release/git" \
+          -p "semantic-release-replace-plugin" \
+          semantic-release
+
+    targets:
+      ci:
+        help: run semantic release on CI
+        run: {{ vars.app }} --ci
+
+      dry:
+        help: run semantic release in dry-run mode
+        run: {{ vars.app }} --dry-run
diff --git a/src/anamnesisai/anamnesisai.py b/src/anamnesisai/anamnesisai.py
index 0d2b2b7..0d6bdd2 100644
--- a/src/anamnesisai/anamnesisai.py
+++ b/src/anamnesisai/anamnesisai.py
@@ -1,4 +1,5 @@
 
+
 from langchain import OpenAI
 from langchain.utilities import SQLDatabase
 from langchain_experimental.sql import SQLDatabaseChain