Ireneusz Bachanowicz
0c468c0a69
- Added FastAPI application to handle Jira webhooks. - Created Pydantic models for Jira payload and LLM output. - Integrated LangChain with OpenAI and Ollama for LLM processing. - Set up Langfuse for tracing and monitoring. - Implemented analysis logic for Jira tickets, including sentiment analysis and label suggestions. - Added test endpoint for LLM integration. - Updated requirements.txt to include necessary dependencies and versions.
52 lines
1.4 KiB
Docker
52 lines
1.4 KiB
Docker
# syntax=docker/dockerfile:1.4
|
|
|
|
# --- Stage 1: Build Dependencies ---
|
|
# Using a specific, stable Python version on Alpine for a small final image.
|
|
FROM python:3.10-alpine3.18 AS builder
|
|
|
|
WORKDIR /app
|
|
|
|
# Install build dependencies for Python packages.
|
|
RUN apk add --no-cache --virtual .build-deps \
|
|
build-base \
|
|
gcc \
|
|
musl-dev \
|
|
python3-dev \
|
|
linux-headers
|
|
|
|
# Copy only the requirements file first to leverage Docker's build cache.
|
|
COPY requirements.txt .
|
|
|
|
# Install Python dependencies.
|
|
RUN pip install --no-cache-dir -r requirements.txt
|
|
|
|
# Remove build dependencies to keep the final image lean.
|
|
RUN apk del .build-deps
|
|
|
|
# --- Stage 2: Runtime Environment ---
|
|
# Start fresh with a lean Alpine Python image.
|
|
FROM python:3.10-alpine3.18
|
|
|
|
WORKDIR /app
|
|
|
|
# Copy installed Python packages from the builder stage.
|
|
COPY --from=builder /usr/local/lib/python3.10/site-packages /usr/local/lib/python3.10/site-packages
|
|
COPY --from=builder /usr/local/bin /usr/local/bin
|
|
|
|
# Set environment variables for Python.
|
|
ENV PYTHONDONTWRITEBYTECODE=1 \
|
|
PYTHONUNBUFFERED=1
|
|
|
|
# Copy the configuration directory first.
|
|
# If only code changes, this layer remains cached.
|
|
COPY config ./config
|
|
|
|
# Copy your application source code.
|
|
COPY jira-webhook-llm.py .
|
|
COPY config.py .
|
|
|
|
# Expose the port your application listens on.
|
|
EXPOSE 8000
|
|
|
|
# Define the command to run your application.
|
|
CMD ["uvicorn", "jira-webhook-llm:app", "--host", "0.0.0.0", "--port", "8000"] |