diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
new file mode 100644
index 0000000..dd84ea7
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -0,0 +1,38 @@
+---
+name: Bug report
+about: Create a report to help us improve
+title: ''
+labels: ''
+assignees: ''
+
+---
+
+**Describe the bug**
+A clear and concise description of what the bug is.
+
+**To Reproduce**
+Steps to reproduce the behavior:
+1. Go to '...'
+2. Click on '....'
+3. Scroll down to '....'
+4. See error
+
+**Expected behavior**
+A clear and concise description of what you expected to happen.
+
+**Screenshots**
+If applicable, add screenshots to help explain your problem.
+
+**Desktop (please complete the following information):**
+ - OS: [e.g. iOS]
+ - Browser [e.g. chrome, safari]
+ - Version [e.g. 22]
+
+**Smartphone (please complete the following information):**
+ - Device: [e.g. iPhone6]
+ - OS: [e.g. iOS8.1]
+ - Browser [e.g. stock browser, safari]
+ - Version [e.g. 22]
+
+**Additional context**
+Add any other context about the problem here.
diff --git a/.github/ISSUE_TEMPLATE/custom.md b/.github/ISSUE_TEMPLATE/custom.md
new file mode 100644
index 0000000..b894315
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/custom.md
@@ -0,0 +1,8 @@
+---
+name: Custom issue template
+about: Describe this issue template's purpose here.
+title: ''
+labels: ''
+assignees: ''
+
+---
diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md
new file mode 100644
index 0000000..bbcbbe7
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -0,0 +1,20 @@
+---
+name: Feature request
+about: Suggest an idea for this project
+title: ''
+labels: ''
+assignees: ''
+
+---
+
+**Is your feature request related to a problem? Please describe.**
+A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
+
+**Describe the solution you'd like**
+A clear and concise description of what you want to happen.
+
+**Describe alternatives you've considered**
+A clear and concise description of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.
diff --git a/.github/workflows/code-quality.yml b/.github/workflows/code-quality.yml
new file mode 100644
index 0000000..2a3f6b5
--- /dev/null
+++ b/.github/workflows/code-quality.yml
@@ -0,0 +1,41 @@
+name: Code Quality Checks
+
+on:
+  push:
+    paths:
+      - 'scrapegraphai/**'
+      - '.github/workflows/pylint.yml'
+
+jobs:
+  quality:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
+
+      - name: Install dependencies
+        run: uv sync --frozen
+
+      - name: Run Ruff
+        run: uv run ruff check scrapegraphai
+
+      - name: Run Black
+        run: uv run black --check scrapegraphai
+
+      - name: Run isort
+        run: uv run isort --check-only scrapegraphai
+
+      - name: Analysing the code with pylint
+        run: uv run poe pylint-ci
+
+      - name: Check Pylint score
+        run: |
+          pylint_score=$(uv run poe pylint-score-ci | grep 'Raw metrics' | awk '{print $4}')
+          if (( $(echo "$pylint_score < 8" | bc -l) )); then
+            echo "Pylint score is below 8. Blocking commit."
+            exit 1
+          else
+            echo "Pylint score is acceptable."
+          fi
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
new file mode 100644
index 0000000..001789c
--- /dev/null
+++ b/.github/workflows/codeql.yml
@@ -0,0 +1,63 @@
+# For most projects, this workflow file will not need changing; you simply need
+# to commit it to your repository.
+#
+# You may wish to alter this file to override the set of languages analyzed,
+# or to provide custom queries or build logic.
+#
+# ******** NOTE ********
+# We have attempted to detect the languages in your repository. Please check
+# the `language` matrix defined below to confirm you have the correct set of
+# supported CodeQL languages.
+#
+name: "CodeQL"
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+  schedule:
+    - cron: '42 19 * * 5'
+
+jobs:
+  analyze:
+    name: Analyze
+    # Runner size impacts CodeQL analysis time. To learn more, please see:
+    #   - https://gh.io/recommended-hardware-resources-for-running-codeql
+    #   - https://gh.io/supported-runners-and-hardware-resources
+    #   - https://gh.io/using-larger-runners
+    # Consider using larger runners for possible analysis time improvements.
+    runs-on: ${{ (matrix.language == 'swift' && 'macos-latest') || 'ubuntu-latest' }}
+    timeout-minutes: ${{ (matrix.language == 'swift' && 120) || 360 }}
+    permissions:
+      # required for all workflows
+      security-events: write
+
+      # only required for workflows in private repositories
+      actions: read
+      contents: read
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language: [ 'python' ]
+        # CodeQL supports [ 'c-cpp', 'csharp', 'go', 'java-kotlin', 'javascript-typescript', 'python', 'ruby', 'swift' ]
+        # Use only 'java-kotlin' to analyze code written in Java, Kotlin or both
+        # Use only 'javascript-typescript' to analyze code written in JavaScript, TypeScript or both
+        # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v4
+
+    # Initializes the CodeQL tools for scanning.
+    - name: Initialize CodeQL
+      uses: github/codeql-action/init@v3
+      with:
+        languages: ${{ matrix.language }}
+        # If you wish to specify custom queries, you can do so here or in a config file.
+        # By default, queries listed here will override any specified in a config file.
+        # Prefix the list here with "+" to use these queries and those in the config file.
+
+        # For more details on CodeQL's query packs, refer to: https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs
+        # queries: security-extended,security-and-quality
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..125c557
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,98 @@
+name: Release
+on:
+  push:
+    branches:
+      - main
+      - pre/*
+
+jobs:
+  build:
+    name: Build
+    runs-on: ubuntu-latest
+    steps:
+      - name: Install git
+        run: |
+          sudo apt update
+          sudo apt install -y git
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
+
+      - name: Install Node Env
+        uses: actions/setup-node@v4
+        with:
+          node-version: 20
+
+      - name: Checkout
+        uses: actions/checkout@v4.1.1
+        with:
+          fetch-depth: 0
+          persist-credentials: false
+
+      - name: Build and validate package
+        run: |
+          uv venv
+          . .venv/bin/activate
+          uv pip install --upgrade setuptools wheel hatchling
+          uv sync --frozen
+          uv pip install -e .
+          uv build
+          uv pip install --upgrade pkginfo==1.12.0 twine==6.0.1  # Upgrade pkginfo and install twine
+          python -m twine check dist/*
+
+      - name: Debug Dist Directory
+        run: ls -al dist
+
+      - name: Cache build
+        uses: actions/cache@v3
+        with:
+          path: ./dist
+          key: ${{ runner.os }}-build-${{ github.sha }}
+
+  release:
+    name: Release
+    runs-on: ubuntu-latest
+    needs: build
+    environment: development
+    if: >
+        github.event_name == 'push' && (github.ref == 'refs/heads/main' || github.ref == 'refs/heads/pre/beta') ||
+        (github.event_name == 'pull_request' && github.event.action == 'closed' && github.event.pull_request.merged &&
+         (github.event.pull_request.base.ref == 'main' || github.event.pull_request.base.ref == 'pre/beta'))
+    permissions:
+      contents: write
+      issues: write
+      pull-requests: write
+      id-token: write
+    steps:
+      - name: Checkout repo
+        uses: actions/checkout@v4.1.1
+        with:
+          fetch-depth: 0
+          persist-credentials: false
+
+      - name: Restore build artifacts
+        uses: actions/cache@v3
+        with:
+          path: ./dist
+          key: ${{ runner.os }}-build-${{ github.sha }}
+
+      - name: Semantic Release
+        uses: cycjimmy/semantic-release-action@v4.1.0
+        with:
+          semantic_version: 23
+          extra_plugins: |
+            semantic-release-pypi@3
+            @semantic-release/git
+            @semantic-release/commit-analyzer@12
+            @semantic-release/release-notes-generator@13
+            @semantic-release/github@10
+            @semantic-release/changelog@6
+            conventional-changelog-conventionalcommits@7
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          PYPI_TOKEN: ${{ secrets.PYPI_TOKEN }}
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..b6f18b2
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,11 @@
+.DS_Store
+.venv
+__pycache__
+*.pyc
+*.pyo
+*.pyd
+*.pyw
+*.pyz
+*.pywz
+*.pyzw
+*.pyzwz
\ No newline at end of file