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Groq reference architecture v1.0.0

Use this resource to design a Groq application with routing, fallback and streaming

New

  • 340 downloads
  • 164 likes
  • 177 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-inference-reference-architecture

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent sets up the service layer with model choice by latency, capability and cost, middleware for caching, metrics and retries, a fallback provider chain and a streamed response. You get an architecture reusable by a UI, an API or an agent.

Mostly picked by

Updated November 2, 2026

Card for the “Groq reference architecture” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: routing, middleware, fallback and streaming steps
  • references/architecture.md and implementation.md: layout and implementation code
  • references/examples.md: usage examples

Good fit for

  • You are building a chat interface that must respond fast with Groq
  • You want an automatic fallback if one provider goes down

Not for

    Tags

    • groq
    • architecture
    • streaming
    • llm

    About

    You say

    “Design our Groq API architecture with a fallback to a second provider if the first one fails.”

    Card for the “Groq reference architecture” skill

    Skill published by Jeremy Longshore <jeremy@intentsolutions.io> under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to design a Groq application with routing, fallback and streaming
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.6 KB
    • references/architecture.md3.6 KB
    • references/examples.md2.1 KB
    • references/implementation.md7.2 KB
    • SKILL.md6.9 KB

    Origin and licence

    Listed unmodified

    Author
    Jeremy Longshore <jeremy@intentsolutions.io>
    Source
    github.com/jeremylongshore/tons-of-skills-marketplace/tree/ab85a061f7bcc039dac13ee193de7a4cd4388571/skills/.curated/groq-reference-architecture
    Licence
    MIT

    Notice

    « groq-reference-architecture » (Jeremy Longshore <jeremy@intentsolutions.io>, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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