SparkGen-AWS

Generate a new SparkGen-AWS project from the cookiecutter template

Develop and modify the SparkGen-AWS cookiecutter template — variables, hooks, files

Run cookiecutter matrix tests to verify template generates correctly across all variable combinations

Add, modify, remove, list, or show agents in the workflow

Send a chat message to the running agent server and display the response

Switch LLM providers, deployment modes, and manage environment configuration

Diagnose issues with Ollama, Docker, AWS, endpoints, guardrails, RAG, or general health

Deploy SparkGen agent to local, docker, or aws mode

Add rules/sets, test guardrails, validate, and manage per-agent overrides

Validate, render, preview, and manage the 6-layer prompt system

Ingest documents, query knowledge bases, evaluate RAG quality, and manage KBs

Run tests — unit, docker, guardrails, prompts, rag-eval, smoke, validate, or all

Add, list, test, or remove MCP tools

View, validate, and edit the ai_workflow.yaml configuration