diff --git a/.github/workflows/docker-build-push-ghcr.yml b/.github/workflows/docker-build-push-ghcr.yml
new file mode 100644
index 0000000..ef5e4be
--- /dev/null
+++ b/.github/workflows/docker-build-push-ghcr.yml
@@ -0,0 +1,82 @@
+name: Docker-ghcr
+
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+
+on:
+  push:
+    branches: [  "main", DEV-932 ]
+    # Publish semver tags as releases.
+    tags: [ 'v*.*.*' ]
+
+env:
+  # Use docker.io for Docker Hub if empty
+  REGISTRY: ghcr.io
+  # github.repository as <account>/<repo>
+  IMAGE_NAME: ${{ github.repository }}-${{ github.head_ref || github.ref_name }}
+
+
+jobs:
+  build-push:
+
+    runs-on: ubuntu-latest
+    environment: ${{ github.head_ref || github.ref_name }}
+    permissions:
+      contents: read
+      packages: write
+      # This is used to complete the identity challenge
+      # with sigstore/fulcio when running outside of PRs.
+      id-token: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      # Workaround: https://github.com/docker/build-push-action/issues/461
+      - name: Setup Docker buildx
+        uses: docker/setup-buildx-action@v3
+
+      # Login against a Docker registry except on PR
+      # https://github.com/docker/login-action
+      - name: Log into registry ${{ env.REGISTRY }}
+        if: github.event_name != 'pull_request'
+        uses: docker/login-action@v3
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: USEPA
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      # Extract metadata (tags, labels) for Docker
+      # https://github.com/docker/metadata-action
+      - name: Extract Docker metadata
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+          tags: latest
+          
+      # Build and push Docker image with Buildx (don't push on PR)
+      # https://github.com/docker/build-push-action
+      - name: Build and push Docker image
+        id: build-and-push
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          file: ./Dockerfile
+          push: ${{ github.event_name != 'pull_request' }}
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+
+
+      # Removing old packages and only keeping 3 untagged versions
+      - name: Delete Package Versions
+        uses: actions/delete-package-versions@v5
+        with:
+          package-name: litconnector-${{ github.head_ref || github.ref_name }}
+          package-type: 'container'
+          min-versions-to-keep: 3
+          delete-only-untagged-versions: 'true'
diff --git a/pyproject.toml b/pyproject.toml
index d4c99e3..55626f9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,7 +15,6 @@ dependencies = [
     "streamlit>=1.38.0",
 ]
 
-
 [tool.setuptools.packages.find]
 where = ["src"]
 
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..0060c40
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,6 @@
+mlxtend>=0.23.1
+numpy==1.24.0
+pandas==1.5.2
+rispy>=0.9.0
+streamlit-agraph>=0.0.45
+streamlit>=1.38.0
\ No newline at end of file
diff --git a/src/network_analysis.py b/src/network_analysis.py
index 5da9afb..4150a0e 100644
--- a/src/network_analysis.py
+++ b/src/network_analysis.py
@@ -92,7 +92,7 @@ def return_assoc_rules(df, min_support, sort_by, max_len):
     frequent_itemsets = apriori(
         df, min_support=min_support, use_colnames=True, max_len=max_len
     )
-    assoc_rules = association_rules(frequent_itemsets, min_threshold=0)
+    assoc_rules = association_rules(frequent_itemsets, num_itemsets=2, min_threshold=0)
 
     pmi = assoc_rules["support"] / (
         assoc_rules["antecedent support"] * assoc_rules["consequent support"]