feat: add docker compose setup for Containerize

.gitignore

@@ -44,3 +44,5 @@ src/main/webapp/static/*
 .settings
 .classpath
 .project
+
+.env

README.md

@@ -11,10 +11,11 @@ This plugin was developed as part of a Google Summer of Code 2025 project.
 ## Prerequisites
 
 - **Python**: 3.11+
-- **Build tools**: `make`, `cmake` (≥3.14), C/C++ compiler (`gcc`/`clang`/MSVC)
-- **Java**: JDK 11+ and Maven 3.6+ (for plugin development)
+- **Node.js**: 20+ (for frontend)
+- **Build tools**: `make`, `cmake` (≥3.14), C/C++ compiler
+- **Java**: JDK 11+ and Maven 3.6+ (for Jenkins plugin)
 
-### Example system package installation
+**Install system dependencies:**
 
 ```bash
 # Ubuntu/Debian/WSL
@@ -24,57 +25,143 @@ sudo apt install -y make cmake gcc g++ python3.11 python3.11-venv python3.11-dev
 brew install cmake [email protected] && xcode-select --install
 ```
 
+## Quick Start
 
+### 1. Setup Backend
 
-## Getting Started
+From project root:
 
-### Setup
+```bash
+# For CPU-only (recommended for most systems)
+make setup-backend IS_CPU_REQ=1
+
+# For GPU support
+make setup-backend
+```
 
-Complete the full setup process in [docs/setup.md](docs/setup.md) before running any commands. This includes creating a virtual environment, installing Python dependencies (including llama-cpp-python), and configuring the data pipeline.
+### 2. Download LLM Model
 
-### Running the API
+Download the Mistral model and place it in the correct location:
+
+```bash
+mkdir -p chatbot-core/api/models/mistral
+# Download mistral-7b-instruct-v0.2.Q4_K_M.gguf from:
+# https://huggingface.co/TheBloke/Mistral-7B-Instruct-v0.2-GGUF
+# Place it in: chatbot-core/api/models/mistral/
+```
 
+### 3. Run API
 
-Once setup is complete, from the **project root directory** run:
 ```bash
 make api
 ```
 
-The API will be available at `http://127.0.0.1:8000`.
+API will be available at `http://127.0.0.1:8000`
+
+**Verify it's working:**
 
-Verify it's working:
 ```bash
 curl -X POST http://127.0.0.1:8000/api/chatbot/sessions
 ```
 
+### 4. Build Frontend
 
+```bash
+make build-frontend
+```
 
-See [docs/README.md](docs/README.md) for detailed explanations.
+### 5. Run with Docker (Alternative)
 
-## Troubleshooting
+**Prerequisites:**
+
+- Docker and Docker Compose installed
 
-**llama-cpp-python installation fails**: Ensure build tools are installed and use Python 3.11+
+**Steps:**
 
-**API crashes on startup**:
-This may be caused by missing optional dependencies (e.g. `retriv`).
+1. **Download LLM Model** (if not already done):
+
+   ```bash
+   mkdir -p chatbot-core/api/models/mistral
+   # Download mistral-7b-instruct-v0.2.Q4_K_M.gguf from:
+   # https://huggingface.co/TheBloke/Mistral-7B-Instruct-v0.2-GGUF
+   # Place it in: chatbot-core/api/models/mistral/
+   ```
+
+2. **Build and run containers:**
+
+   ```bash
+   docker-compose up --build
+   ```
+
+3. **Access services:**
+   - Backend API: `http://localhost:8000`
+   - Frontend UI: `http://localhost:80`
+   - API Docs: `http://localhost:8000/docs`
+
+**Stop containers:**
 
-Try installing missing packages:
 ```bash
-pip install llama-cpp-python retriv 
+docker-compose down
 ```
 
-**General issues**: Run `make clean && make <target>`, verify your virtual environment is activated, and ensure all dependencies from [docs/setup.md](docs/setup.md) are installed.
+**For GPU support:**
 
-## Developer Documentation
+```bash
+docker-compose -f docker-compose.gpu.yml up --build
+```
+
+## Data Pipeline
 
-Development-related documentation can be found in the [`docs/`](docs/) directory.
+To populate the knowledge base with Jenkins documentation:
 
-## Contributing
+```bash
+make run-data-pipeline
+```
 
-Refer to our [contribution guidelines](https://github.com/jenkinsci/.github/blob/master/CONTRIBUTING.md)
+This collects, preprocesses, chunks, and stores data in the vector database.
+
+## Testing
+
+```bash
+# Run all tests
+make run-test
+
+# Frontend tests only
+make run-frontend-tests
+
+# Backend tests only
+make run-backend-tests
+```
+
+## Troubleshooting
+
+**llama-cpp-python installation fails:**
+
+```bash
+sudo apt install build-essential cmake  # Linux
+brew install cmake  # macOS
+pip install llama-cpp-python
+```
+
+**API crashes on startup:**
+
+```bash
+cd chatbot-core && source venv/bin/activate
+pip install llama-cpp-python retriv
+```
+
+**Clean and rebuild:**
+
+```bash
+make clean && make setup-backend IS_CPU_REQ=1
+```
 
-## LICENSE
+## Documentation
 
-Licensed under MIT, see [LICENSE](LICENSE.md)
+- Setup details: [docs/setup.md](docs/setup.md)
+- Architecture: [docs/README.md](docs/README.md)
+- API docs: [docs/chatbot-core/api/](docs/chatbot-core/api/)
 
+## License
 
+MIT License - see [LICENSE.md](LICENSE.md)

chatbot-core/.dockerignore

@@ -0,0 +1,49 @@
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+venv/
+env/
+ENV/
+.venv
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+
+# Testing
+.pytest_cache/
+.coverage
+htmlcov/
+.tox/
+
+# Logs
+*.log
+logs/
+
+# Data directories (will be mounted as volumes)
+data/raw/
+data/processed/
+data/embeddings/
+data/chunking/
+
+# Model files (will be mounted as volumes)
+api/models/mistral/
+
+# Git
+.git/
+.gitignore
+
+# Documentation
+docs/
+*.md
+
+# OS
+.DS_Store
+Thumbs.db
+

chatbot-core/Dockerfile

@@ -0,0 +1,52 @@
+FROM python:3.14-slim AS builder
+
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    cmake \
+    git \
+    gfortran \
+    pkg-config \
+    libxml2-dev \
+    libxslt1-dev \
+    libopenblas-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY requirements-cpu.txt /app/requirements.cpu.txt
+
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip install --no-cache-dir -r requirements.cpu.txt
+
+FROM python:3.14-slim
+
+RUN apt-get update && apt-get install -y \
+    libstdc++6 \
+    libxml2 \
+    libxslt1.1 \
+    libopenblas0 \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+RUN useradd -m -u 1000 appuser && \
+    mkdir -p /app/data /app/models && \
+    chown -R appuser:appuser /app
+
+WORKDIR /app
+
+COPY --from=builder /usr/local/lib/python3.14/site-packages /usr/local/lib/python3.14/site-packages
+COPY --from=builder /usr/local/bin/uvicorn /usr/local/bin/
+
+COPY --chown=appuser:appuser . /app
+
+ENV PYTHONPATH=/app
+ENV PYTHONUNBUFFERED=1
+
+USER appuser
+
+EXPOSE 8000
+
+HEALTHCHECK --interval=30s --timeout=10s --start-period=40s --retries=3 \
+    CMD curl -f http://localhost:8000/docs || exit 1
+
+CMD ["uvicorn", "api.main:app", "--host", "0.0.0.0", "--port", "8000"]

chatbot-core/Dockerfile.gpu

@@ -0,0 +1,68 @@
+FROM nvidia/cuda:12.6.0-runtime-ubuntu22.04 AS base
+
+RUN apt-get update && apt-get install -y \
+    software-properties-common \
+    && add-apt-repository ppa:deadsnakes/ppa \
+    && apt-get update && apt-get install -y \
+    python3.14 \
+    python3.14-dev \
+    python3.14-distutils \
+    && rm -rf /var/lib/apt/lists/*
+
+RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.14
+
+RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.14 1 && \
+    update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.14 1
+
+FROM base AS builder
+
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    cmake \
+    git \
+    gfortran \
+    pkg-config \
+    libxml2-dev \
+    libxslt1-dev \
+    libopenblas-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY requirements.txt /app/requirements.gpu.txt
+
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip install --no-cache-dir -r requirements.gpu.txt
+
+FROM base
+
+RUN apt-get update && apt-get install -y \
+    libstdc++6 \
+    libxml2 \
+    libxslt1.1 \
+    libopenblas0 \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+RUN useradd -m -u 1000 appuser && \
+    mkdir -p /app/data /app/models && \
+    chown -R appuser:appuser /app
+
+WORKDIR /app
+
+COPY --from=builder /usr/local/lib/python3.14/site-packages /usr/local/lib/python3.14/site-packages
+COPY --from=builder /usr/local/bin/uvicorn /usr/local/bin/
+
+COPY --chown=appuser:appuser . /app
+
+ENV PYTHONPATH=/app
+ENV PYTHONUNBUFFERED=1
+
+USER appuser
+
+EXPOSE 8000
+
+HEALTHCHECK --interval=30s --timeout=10s --start-period=40s --retries=3 \
+    CMD curl -f http://localhost:8000/docs || exit 1
+
+CMD ["uvicorn", "api.main:app", "--host", "0.0.0.0", "--port", "8000"]

chatbot-core/requirements-cpu.txt

@@ -53,6 +53,8 @@ python-dateutil==2.9.0.post0
 setuptools==80.9.0
 typing-extensions>=4.14.1
 diskcache==5.6.3
+faiss-cpu==1.13.2
+fastapi==0.115.12
 filelock==3.18.0
 fsspec==2025.5.1
 greenlet==3.2.2

chatbot-core/requirements.txt

@@ -1,13 +1,15 @@
-# =========================
-# Testing
-# =========================
-pytest==8.4.1
-pytest-cov==6.2.1
-pytest-mock==3.14.1
-
-# =========================
-# Core API Dependencies
-# =========================
+annotated-types==0.7.0
+anyio==4.9.0
+astroid==3.3.10
+beautifulsoup4==4.13.4
+certifi==2025.4.26
+charset-normalizer==3.4.2
+click==8.2.1
+contourpy==1.3.2
+cycler==0.12.1
+dill==0.4.0
+diskcache==5.6.3
+faiss-cpu==1.13.2
 fastapi==0.115.12
 pydantic==2.12.5
 uvicorn[standard]==0.34.3