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Internal systems engineers

The enterprise RAG router

Pinecone holds the wiki chunks, Groq answers fast, n8n syncs docs and pings Slack. English internal search, not the public FAQ.

Who owns what

  1. Pinecone

    The index — namespaces and hybrid search. Not Slack and not the LLM.

    Try Pinecone (opens in a new tab)
  2. Groq

    The answer — grounded completion on those hits. Not the crawl and not the index.

    Try Groq (opens in a new tab)
  3. n8n

    The sync — wiki in, Slack out. Not cosine similarity.

    Try n8n (opens in a new tab)

How to use this stack

  1. n8n chunks Confluence or Notion into Pinecone on a schedule. Do not paste the whole wiki into chat.
  2. A Slack question hits Groq with the retrieved snippets only.
  3. If nothing retrieves, say so. Do not let Groq invent a policy.
  4. Keep translation off this page — that is the polyglot concierge.