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.bashmainrpc

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+#!/usr/bin/env bash
+MODEL_FILE="model.json"
+RPC_LOG="/tmp/bashrpc.log"
+
+# Load JSON model
+model=$(jq '.' "$MODEL_FILE")
+
+# Dynamically handle calls
+handle_rpc() {
+  local service="$1"
+  local method="$2"
+  local data="$3"
+
+  # Check if service/method exist in model
+  if ! jq -e ".services.\"$service\".methods.\"$method\"" <<< "$model" >/dev/null; then
+    echo "{\"error\":\"Unknown method $service.$method\"}"
+    return
+  fi
+
+  # Execute service
+  case "$service.$method" in
+    ai.ask)
+      curl -s https://api.openai.com/v1/chat/completions \
+        -H "Authorization: Bearer $GPT_API_KEY" \
+        -H "Content-Type: application/json" \
+        -d "{
+              \"model\": \"$(jq -r ".services.ai.model" <<< "$model")\",
+              \"messages\": [{\"role\":\"user\",\"content\":\"$data\"}]
+            }" | jq -r '.choices[0].message.content'
+      ;;
+    sys.info)
+      echo "{\"hostname\":\"$(hostname)\",\"uptime\":\"$(uptime -p)\"}"
+      ;;
+    *)
+      echo "{\"error\":\"Service not implemented yet\"}"
+      ;;
+  esac
+}
+
+# Example local call
+# ./bashmainrpc ai ask "Explain MDSE"
+handle_rpc "$1" "$2" "$3"

.bashrpc

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+docker build --build-arg CONFIGCAT_AUTH_KEY=yourkeyhere --build-arg JOB_ID=1234 -t myreactapp .
+docker run -p 3000:3000 -e JOB_ID=1234 myreactapp
+redis-server
+uvicorn enclov_ai_backend:app --reload
+celery -A enclov_ai_backend.celery_app worker --loglevel=info
+pip install fastapi uvicorn celery redis pydantic mlflow optuna shap
+pip install -r requirements.txt
+base64 -w 0 kubeconfig.yaml
+docker run --net=host -it -e NGROK_AUTHTOKEN=2y96VwzmhS1YV6vgll2Ua411oGc_755Qcpps22pznftiuGZWr ngrok/ngrok:latest http --url=above-feasible-lobster.ngrok-free.app 80
+docker run --net=host -it -e NGROK_AUTHTOKEN=2y96VwzmhS1YV6vgll2Ua411oGc_755Qcpps22pznftiuGZWr ngrok/ngrok:latest http 80
+docker pull ngrok/ngrok
+ngrok config add-authtoken 2y96VwzmhS1YV6vgll2Ua411oGc_755Qcpps22pznftiuGZWr
+npm install -r requirements.txt
+cd enclov-AI
+mkdir frontend
+cd frontend
+npx create-next-app@latest .
+
+cat << 'EOF' | git apply
+diff --git a/.github/workflows/gen-man.yml b/.github/workflows/gen-man.yml
+--- a/.github/workflows/gen-man.yml
++++ b/.github/workflows/gen-man.yml
+@@ -2,2 +2,5 @@
+
++permissions:
++  contents: read
++
+ on:
+EOF

.circleci/config.yml

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+version: 2.1
+
+orbs:
+  docker: circleci/docker@2.1.1
+
+jobs:
+  build_and_push:
+    docker:
+      - image: cimg/python:3.11
+    steps:
+      - checkout
+
+      - setup_remote_docker:
+          docker_layer_caching: true
+
+      - run:
+          name: Install dependencies
+          command: pip install -r requirements.txt
+
+      - docker/build:
+          image: web4application.github.io/enclov-AI
+          tag: latest
+          path: .
+          extra_build_args: --compress
+
+      - docker/push:
+          image: web4application.github.io/enclov-AI
+          tag: latest
+
+workflows:
+  build_and_push_workflow:
+    jobs:
+      - build_and_push

.devcontainer/Dockerfile

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+FROM mcr.microsoft.com/devcontainers/python:3.11
+
+# Install Node.js and npm
+RUN curl -fsSL https://deb.nodesource.com/setup_18.x | bash - \
+    && apt-get install -y nodejs
+
+# Install global tools if needed (optional)
+RUN npm install -g serve
+
+# Set up Python packages early to cache them in Docker layer
+COPY requirements.txt /tmp/requirements.txt
+RUN pip install --upgrade pip && pip install -r /tmp/requirements.txt

.devcontainer/devcontainer.json

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+{
+  "name": "Enclov-AI Dev Container",
+  "dockerFile": "Dockerfile",
+
+  "settings": {
+    "terminal.integrated.shell.linux": "/bin/bash",
+    "python.pythonPath": "/usr/local/bin/python",
+    "editor.formatOnSave": true
+  },
+
+  "extensions": [
+    "ms-python.python",
+    "ms-toolsai.jupyter",
+    "esbenp.prettier-vscode",
+    "dbaeumer.vscode-eslint",
+    "formulahendry.auto-close-tag",
+    "formulahendry.auto-rename-tag"
+  ],
+
+  "forwardPorts": [3000, 8000, 8501],  // React / FastAPI / Streamlit or similar
+
+  "postCreateCommand": "pip install -r requirements.txt && npm install",
+
+  "remoteUser": "vscode"
+}

.dockerignore

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+# Python cache files
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+
+# Virtual environments
+env/
+venv/
+
+# Git files (don’t send your git repo to Docker build context)
+.git
+.gitignore
+
+# Dockerfile itself (optional, but usually you want to exclude it from context)
+Dockerfile
+
+# Markdown docs (usually not needed inside container)
+*.md
+
+# Test folders/files (not needed in production image)
+tests/

.env

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+GITHUB_WEBHOOK_SECRET=84298ed9f2470f159b48e36e76eb90eeac061941
+GITHUB_APP_ID=1325944
+GITHUB_PRIVATE_KEY_PATH=./keys/private-key.pem
+google_API_KEY=AIzaSyAvrxOyAVzPVcnzxuD0mjKVDyS2bNWfC10
+GOOGLE_API_KEY=AlzaSyCHjfdo3w160Dd5yTVJD409pWmigOJEg
+GITHUB_REPOSITORY=web4application/enclove-ai
+PR_NUMBER=123
+GEMINI_API_KEY=<AlzaSyCHjfdo3w160Dd5yTVJD409pWmigOJEg>
+ OPENAI_Api_KEY=gG1uZhj50x1lYFKrrB5kT3BlbkFJXP3R63ExWT9lkcHI0pRq
+GITHUB_TOKEN=ghp_5ea33wQ9MnPEuszphuVv5X5jjiYRWT3uXtQ
+GITHUB_TOKEN=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
+SENDGRID_API_KEY=your_sendgrid_api_key
+EMAIL_TO=kubulee@gmail.com
+WEBHOOK_PROXY_URL=https://smee.io/pMGkyDT3VfoxjdTK

.github/workflows/_cd_ai_analysis.yml

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+name: Deploy enclov-AI to Kubernetes
+
+on:
+  push:
+    branches: [main]
+
+permissions: 
+  missions:
+  contents: read
+  pull-requests: write
+
+jobs:
+  build_and_deploy:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v5
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v4
+
+      - name: Log in to Docker Hub
+        uses: docker/login-action@v2
+        with:
+           username: ${{ enclovai }}
+          password: ${{ 84298ed9f2470f159b48e36e76eb90eeac061941 }}
+
+      - name: Build and push Docker image
+        uses: docker/build-push-action@v4
+        with:
+          push: true
+          tags: ${{ web4application.github.io/enclov-ai:latest}}
+
+      - name: Set up kubectl
+        uses: azure/setup-kubectl@v3
+        with:
+          version: 'latest'
+
+      - name: Deploy to Kubernetes
+        run: kubectl apply -f k8s/
+        env:
+          KUBECONFIG: ${{ secrets.KUBECONFIG }}

.github/workflows/ai-code-review.yml

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+name: AI Code Review
+
+on:
+  pull_request:
+    types: [opened, synchronize, reopened]
+    permission:
+  contents: read
+  pull-requests: write
+
+jobs:
+  ai_review:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v5
+
+      - name: Run AI Code Reviewer
+        uses: ./ai-code-reviewer
+        with: 
+     _sk-svcacct-har5GKODfk8-tj201s33ZljryjcWD4W7-6H2Ub5yEBSvP8axegYfd69_j3WKhLwYwkQW0VRv0OT3BlbkFJBbshA3_NYfZSR6l77qSgPrj9Crgtr8KZPPoFJrZPTlUSYu1FfM-rKu70ETKAMctd9eu0G8RJgA",
+        GITHUB_TOKEN=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

.github/workflows/docker-ci.yml

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+name: Docker CI for enclov-AI
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+permissions:
+  contents: read
+  packages: write
+
+jobs:
+  build-and-push:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+
+      - name: Docker login
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.enclov-AI }}
+          password: ${{ secrets.84298ed9f2470f159b48e36e76eb90eeac061941 }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+
+      - name: Cache Docker layers
+        uses: actions/cache@v3
+        with:
+          path: /tmp/.buildx-cache
+          key: ${{ runner.os }}-buildx-${{ github.sha }}
+          restore-keys: |
+            ${{ runner.os }}-buildx-
+
+      - name: Build and push Docker image
+        uses: docker/build-push-action@v4
+        with:
+          context: ./wd
+          file: ./wd/Dockerfile
+          push: true
+          tags: my-registry/my-image:latest
+          cache-from: type=local,src=/tmp/.buildx-cache
+          cache-to: type=local,dest=/tmp/.buildx-cache-new
+
+      - name: Move cache for next build
+        run: |
+          rm -rf /tmp/.buildx-cache
+          mv /tmp/.buildx-cache-new /tmp/.buildx-cache