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@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

AI quickstart catalog: https://docs.redhat.com/en/learn/ai-quickstarts

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. lemonade-stand-assistant 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.

    Python 25 11

  2. 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 19

  3. RAG RAG Public

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

    Python 16 38

  4. 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 24

  5. 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 8

  6. ai-virtual-agent ai-virtual-agent Public

    Deploy AI agents with knowledge bases and tools on OpenShift

    Python 6 27

Repositories

Showing 10 of 35 repositories
  • ansible-log-analysis Public

    An AI agent for AAP clusters that detects Ansible log errors, suggests step-by-step fixes using cluster-wide logs, and routes issues to the right experts.

    rh-ai-quickstart/ansible-log-analysis’s past year of commit activity
    Python 2 5 0 1 Updated Feb 17, 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
    Python 0 1 4 0 Updated Feb 17, 2026
  • dagshub-ai-dev-plaform-support Public
    rh-ai-quickstart/dagshub-ai-dev-plaform-support’s past year of commit activity
    TypeScript 0 0 0 0 Updated Feb 17, 2026
  • elastic-3am-alert-killer Public template Forked from rh-ai-quickstart/ai-quickstart-template

    Template repository to pre-populate quickstart repos

    rh-ai-quickstart/elastic-3am-alert-killer’s past year of commit activity
    Python 0 16 0 0 Updated Feb 17, 2026
  • ppe-compliance-monitor Public

    PPE compliance monitoring app that analyzes live video with a trained model and reports safety violations via a web UI.

    rh-ai-quickstart/ppe-compliance-monitor’s past year of commit activity
    Python 1 2 0 2 Updated Feb 17, 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 24 1 5 Updated Feb 17, 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 16 MIT 38 7 8 Updated Feb 16, 2026
  • spending-transaction-monitor Public
    rh-ai-quickstart/spending-transaction-monitor’s past year of commit activity
    Python 0 7 1 2 Updated Feb 16, 2026
  • it-self-service-agent Public
    rh-ai-quickstart/it-self-service-agent’s past year of commit activity
    Python 5 7 0 2 Updated Feb 16, 2026
  • product-recommender-system Public

    Red Hat AI quickstart Recommendation System algorithm, for interactions between users and products in an online store.

    rh-ai-quickstart/product-recommender-system’s past year of commit activity
    Python 3 MIT 14 0 0 Updated Feb 12, 2026
View all repositories

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