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LLM systems architecture subagent v1.0.0

Use this resource to design a production-ready large language model system

New

  • 513 downloads
  • 58 likes
  • 237 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-systems-architecture-subagent

First time: connect the CLI with

npx --yes palatekit@latest login

The llm-architect subagent is called for production LLM systems: model selection, RAG architecture (documents, embeddings, retrieval, reranking), LoRA fine-tuning, inference serving, multi-model routing, caching, fallbacks and safety.

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Updated November 2, 2026

Card for “LLM systems architecture subagent”

Details

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

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What you get

  • The subagent file (in English): role, checklist and LLM architectures
  • Guidance on RAG, fine-tuning and cost per request

Good fit for

  • A team that wants to query its internal documentation with a language model
  • A product that must switch between several models depending on cost

Not for

    Tags

    • llm
    • rag
    • inference
    • ai architecture

    About

    You say

    “Design a RAG architecture for our documentation base, with caching and a fallback model.”

    Card for “LLM systems architecture subagent”

    Subagent published by VoltAgent under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Copy the file into .claude/agents/ (project) or ~/.claude/agents/ (all your projects)
    2. Ask your agent to design a production-ready large language model system, or call the subagent by name
    3. Review its work

    Content preview

    Files

    • LICENSE1.1 KB
    • llm-systems-architecture-subagent.md6.6 KB
    • NOTICE-PALATEKIT.md0.5 KB

    Origin and licence

    Listed unmodified

    Author
    VoltAgent
    Source
    github.com/VoltAgent/awesome-claude-code-subagents/blob/f2e2ea7e0202cc05fa2d469fcb2c57fe08603450/categories/05-data-ai/llm-architect.md
    Licence
    MIT

    Notice

    « llm-architect » (VoltAgent, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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