From 8d4ca9e01d6ff85bcf38f5f032f96f6ea6216d9a Mon Sep 17 00:00:00 2001
From: Gourav Shah <gs@initcron.org>
Date: Sun, 21 Sep 2025 12:27:31 +0530
Subject: [PATCH 1/3] Update goose.yml

google gemini
---
 .github/workflows/goose.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/goose.yml b/.github/workflows/goose.yml
index 9b59a66..b836213 100644
--- a/.github/workflows/goose.yml
+++ b/.github/workflows/goose.yml
@@ -11,7 +11,7 @@ permissions:
   issues: write
 
 env:
-  PROVIDER_API_KEY: ${{ secrets.GROQ_API_KEY }}
+  PROVIDER_API_KEY: ${{ secrets.GOOGLE_API_KEY }}
   PR_NUMBER: ${{ github.event.pull_request.number }}
   GH_TOKEN: ${{ github.token }}
 
@@ -47,8 +47,8 @@ jobs:
         run: |
           mkdir -p ~/.config/goose
           cat > ~/.config/goose/config.yaml <<'EOF'
-          GOOSE_PROVIDER: groq
-          GOOSE_MODEL: llama-3.3-70b-versatile
+          GOOSE_PROVIDER: google
+          GOOSE_MODEL: gemini-2.0-flash-exp
           keyring: false
           EOF
 
@@ -69,7 +69,7 @@ jobs:
 
       - name: Run Goose and filter output
         env:
-          GROQ_API_KEY: ${{ secrets.GROQ_API_KEY }} 
+          GROQ_API_KEY: ${{ secrets.GOOGLE_API_KEY }} 
         run: |
           goose run --instructions instructions.txt \
           | sed -E 's/\x1B\[[0-9;]*[mK]//g' \

From fbf3d3bdc7dd35b118d3531f65bbc5db85fc9136 Mon Sep 17 00:00:00 2001
From: Gourav Shah <gs@initcron.org>
Date: Sun, 21 Sep 2025 12:29:46 +0530
Subject: [PATCH 2/3] Update goose.yml

---
 .github/workflows/goose.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/goose.yml b/.github/workflows/goose.yml
index b836213..d281338 100644
--- a/.github/workflows/goose.yml
+++ b/.github/workflows/goose.yml
@@ -69,7 +69,7 @@ jobs:
 
       - name: Run Goose and filter output
         env:
-          GROQ_API_KEY: ${{ secrets.GOOGLE_API_KEY }} 
+          GOOGLE_API_KEY: ${{ secrets.GOOGLE_API_KEY }} 
         run: |
           goose run --instructions instructions.txt \
           | sed -E 's/\x1B\[[0-9;]*[mK]//g' \

From 3f39f3c938ba878d295dcdc8522ce1a0c8057eff Mon Sep 17 00:00:00 2001
From: Gourav Shah <gs@initcron.org>
Date: Sun, 21 Sep 2025 12:39:56 +0530
Subject: [PATCH 3/3] Create Dockerfile

---
 Dockerfile | 69 ++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 69 insertions(+)
 create mode 100644 Dockerfile

diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..9298310
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,69 @@
+# syntax=docker/dockerfile:1
+# BuildKit optimized Dockerfile with advanced caching and multi-arch support
+
+ARG TARGETPLATFORM
+ARG BUILDPLATFORM
+ARG TARGETOS
+ARG TARGETARCH
+
+# Stage 1: Dependencies stage with cache mounts
+FROM --platform=$BUILDPLATFORM python:3.11-slim AS dependencies
+
+WORKDIR /app
+
+# Use cache mount for apt packages
+RUN --mount=type=cache,target=/var/cache/apt \
+    --mount=type=cache,target=/var/lib/apt \
+    apt-get update && apt-get install -y \
+    gcc \
+    python3-dev
+
+# Use cache mount for pip packages
+COPY requirements.txt .
+RUN --mount=type=cache,target=/root/.cache/pip \
+    pip install --user -r requirements.txt
+
+# Stage 2: Model training stage
+FROM dependencies AS trainer
+
+COPY train.py .
+
+# Train the model with cache mount for any downloads
+RUN --mount=type=cache,target=/tmp \
+    python train.py
+
+# Stage 3: Final production stage
+FROM --platform=$TARGETPLATFORM python:3.11-slim AS production
+
+# Display build info for debugging
+RUN echo "Building for platform: $TARGETPLATFORM, architecture: $TARGETARCH"
+
+# Create non-root user
+RUN useradd --create-home --shell /bin/bash mluser
+
+WORKDIR /app
+
+# Copy Python packages from dependencies stage
+COPY --from=dependencies /root/.local /home/mluser/.local
+
+# Copy application files
+COPY app.py .
+COPY requirements.txt .
+
+# Copy trained models from trainer stage
+COPY --from=trainer /app/*.pkl ./
+
+# Set proper ownership
+RUN chown -R mluser:mluser /app
+USER mluser
+
+# Update PATH for user-installed packages
+ENV PATH=/home/mluser/.local/bin:$PATH
+
+# Health check with improved reliability
+HEALTHCHECK --interval=30s --timeout=10s --start-period=15s --retries=3 \
+    CMD python -c "import urllib.request; urllib.request.urlopen('http://localhost:7860', timeout=5)" || exit 1
+
+EXPOSE 7860
+
+CMD ["python", "app.py"]