Knowledge (RAG)

Turn your documents into AI grounding.

Upload company documents and Chat, Compare, and Debate answer with them as their source. Storage is managed in GB of capacity.

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Knowledge base at a glance

3

Modes that can reference it (Chat / Compare / Debate)

100MB

Limit per file

GB

Unit of storage capacity

What you get

Grounding across three modes

Chat, Compare, and Debate can all answer using your uploaded documents as source material, so you can compare models against the same evidence.

Storage measured in GB

Capacity is tracked in gigabytes.

Choose a chunking strategy

Pick how documents are split into chunks based on your use case.

Up to 100MB per file

Each file can be up to 100MB.

Fair-use guard

Bulk uploads in short windows are throttled by a fair-use guard, keeping response times stable for everyone.

How it works

01

Upload your documents

Add internal docs, manuals, or reference material.

02

Choose how to answer

Ground answers strictly in your documents, or blend them with the model's general knowledge.

03

Reference it from any mode

Chat, Compare, and Debate all answer using the documents you registered.

Why it matters

  • Stop pasting the same context

    No need to paste document contents into every prompt. Register once, and it's referenced automatically.

  • Every model sees the same evidence

    In Compare and Debate, all models answer or argue from the same source documents.

  • One clear unit of capacity

    Storage is managed in gigabytes of capacity, so it's always clear how much room your library has.

Upload a document and let multiple AI models read it.

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Knowledge (RAG) — Prompt Flow Studio