Knowledge (RAG)

Turn your documents into AI grounding.

Upload company documents and Chat, Compare, and Debate answer with them as their source. Storage is measured in GB, not file count, so growing your library never hits an artificial wall.

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Knowledge base at a glance

3

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

100MB

Limit per file

GB

Capacity is measured in GB, not file count

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. We don't cap how many files you register.

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.

  • File count never limits you

    You don't need to worry about hitting a cap as your library grows. Capacity is managed by size, not count.

Upload a document and let multiple AI models read it.

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Knowledge (RAG) — Prompt Flow Studio