Skip to content
@rh-ai-quickstart

AI quickstart

README.md

Welcome to AI quickstart 👋

tl;dr

AI quickstarts are:

  • portable, AI-centric demos
  • focused on real business use cases
  • easily deployable in Red Hat AI environments

They illustrate what can be built on top of Red Hat AI.

Important links

User guide: https://github.com/rh-ai-quickstart/ai-quickstart-contrib/blob/main/general-faq.md

Contributor guide: https://github.com/rh-ai-quickstart/ai-quickstart-contrib/blob/main/CONTRIBUTING.md

General feedback, issues, suggestions, and membership: https://github.com/rh-ai-quickstart/ai-quickstart-contrib/issues

... a bit more detail

AI quickstarts are straight-forward, ready-to-run examples that demonstrate real business use cases on your Red Hat AI platform. They go beyond technical demos to showcase how open source AI delivers value and innovation. They are here to jump-start your journey and help you get the most out of Red Hat AI.

Many of these examples come straight from Red Hat AI experts. After all, this is our day job! Contributions from Red Hat partners and the community are not just welcome, they are encouraged.

Popular repositories Loading

  1. ai-observability-summarizer ai-observability-summarizer Public template

    AI quickstart that provides interactive dashboard to analyze AI Model Performance as well as Openshift metrics collected from Prometheus

    Python 18 18

  2. RAG RAG Public

    A QuickStart that allows users to experiment with retrieval-augmented generation (RAG) in a streamlined chat environment.

    Python 15 33

  3. ai-architecture-charts ai-architecture-charts Public

    This repository contains all the helm charts to deploy LLM service, Llama Stack server, configuring pipeline server, minio, pgvector

    Python 10 22

  4. llm-cpu-serving llm-cpu-serving Public

    Forked from RHRolun/vllm-cpu-blueprint

    This quickstart will serve a small language model on CPUs, using vLLM inference runtime

    Smarty 7 6

  5. ai-virtual-agent ai-virtual-agent Public

    Deploy AI agents with knowledge bases and tools on OpenShift

    Python 6 24

  6. lls-observability lls-observability Public

    Llama Stack Observability quickstart

    Smarty 4 6

Repositories

Showing 10 of 30 repositories
  • ansible-log-analysis Public

    Ansible Log Monitoring

    rh-ai-quickstart/ansible-log-analysis’s past year of commit activity
    Python 2 5 0 0 Updated Jan 13, 2026
  • it-self-service-agent Public
    rh-ai-quickstart/it-self-service-agent’s past year of commit activity
    Python 3 5 0 1 Updated Jan 12, 2026
  • ai-architecture-charts Public

    This repository contains all the helm charts to deploy LLM service, Llama Stack server, configuring pipeline server, minio, pgvector

    rh-ai-quickstart/ai-architecture-charts’s past year of commit activity
    Python 10 MIT 22 1 6 Updated Jan 12, 2026
  • llama-stack-mcp-server Public

    Deploys Llama 3.2-3B on vLLM with Llama Stack and MCP servers in OpenShift AI.

    rh-ai-quickstart/llama-stack-mcp-server’s past year of commit activity
    JavaScript 3 7 0 0 Updated Jan 12, 2026
  • Billing-extraction-with-GroundX Public

    AI quickstart to leverage GroundX to extract billing information from a billing statement.

    rh-ai-quickstart/Billing-extraction-with-GroundX’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jan 12, 2026
  • RAG Public

    A QuickStart that allows users to experiment with retrieval-augmented generation (RAG) in a streamlined chat environment.

    rh-ai-quickstart/RAG’s past year of commit activity
    Python 15 MIT 33 6 11 Updated Jan 12, 2026
  • data-governance-co-pilot Public

    The Data Governance Co-Pilot (Safe Data Discovery)

    rh-ai-quickstart/data-governance-co-pilot’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Jan 12, 2026
  • ai-observability-summarizer Public template

    AI quickstart that provides interactive dashboard to analyze AI Model Performance as well as Openshift metrics collected from Prometheus

    rh-ai-quickstart/ai-observability-summarizer’s past year of commit activity
    Python 18 MIT 18 1 4 Updated Jan 9, 2026
  • Fraud-Detection-data-versioning-with-lakeFS Public

    AI quickstart to show how lakeFS can be used for data versioning in a fraud detection application.

    rh-ai-quickstart/Fraud-Detection-data-versioning-with-lakeFS’s past year of commit activity
    Makefile 0 2 5 1 Updated Jan 9, 2026
  • lemonade-stand-assistant Public template Forked from rh-ai-quickstart/ai-quickstart-template

    AI-powered customer service assistant with guardrails for safe, compliant interactions using an LLM and multiple detector models.

    rh-ai-quickstart/lemonade-stand-assistant’s past year of commit activity
    R 4 7 2 2 Updated Jan 8, 2026
View all repositories

Most used topics

rh-ai-bu rh-ai-bu-cai