.project-metadata.yaml

name: RAG Monitoring
description: "Build a monitoring application for a RAG pipeline"
author: "Cloudera"
date: "2024-09-12"
specification_version: 1.0
prototype_version: 1.0

runtimes:
  - editor: Workbench
    kernel: Python 3.10
    edition: Standard

environment_variables:
  AWS_REGION:
    default: ""
    description: "AWS Region. Needed for accessing Bedrock Models."
  AWS_ACCESS_KEY_ID:
    default: ""
    description: "AWS Access Key ID. Needed for accessing Bedrock Models."
  AWS_SECRET_ACCESS_KEY:
    default: ""
    description: "AWS Secret Access Key. Needed for accessing Bedrock Models."

tasks:
  - type: run_session
    name: Download/Install Project Dependencies
    script: scripts/install_base.py
    short_summary: Install Project Dependencies
    kernel: python3
    cpu: 2
    memory: 4

  - type: create_job
    name: Update/build RAG Monitoring
    entity_label: refresh_project
    script: scripts/refresh_project.py
    arguments: None
    cpu: 2
    memory: 4
    short_summary: Create job to allow refreshing the project from source and rebuilding.
    environment:
      TASK_TYPE: CREATE/RUN_JOB

  - type: run_job
    entity_label: refresh_project
    short_summary: Run job to refresh the project from source and rebuilding.

  - type: start_application
    name: RAG Monitoring
    subdomain: ragmon
    script: scripts/start_app.py
    short_summary: Start RAG Monitoring application
    cpu: 2
    memory: 4
    environment:
      TASK_TYPE: START_APPLICATION