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CONTEXT WINDOW LIMITS

What if my documents do not fit in ChatGPT's context window?

Keep a larger reusable evidence collection in Axiomyx and retrieve compact, relevant context for each ChatGPT request without claiming an unlimited model window.

SHORT ANSWER

Keep the durable collection outside the prompt and retrieve only the evidence needed for the current question. Axiomyx can index a larger customer-controlled collection, maintain its structure and provenance, and assemble a smaller context package for ChatGPT. This extends what the workflow can draw from over time, but it does not change ChatGPT's finite per-request context window.

A context window is a working set, not a permanent evidence store. Repeatedly sending entire manuals, archives or project folders wastes space and can make the prompt harder to inspect. A persistent evidence layer separates long-lived source management from the context used for one model response.

HOW IT WORKS

Keep the evidence durable. Keep each AI request focused.

Axiomyx separates the persistent evidence collection from the finite context used for one response.

  1. 01

    Keep the corpus outside the prompt

    Store original files and the reusable evidence index in the boundary you control.

  2. 02

    Resolve the question

    Identify the objects, relationships and passages relevant to the current task.

  3. 03

    Send compact context

    Supply only the evidence package needed for the request, with source identity retained.

  4. 04

    Reuse on the next task

    Query the same indexed collection again without rebuilding it from every original file.

WHERE AXIOMYX FITS

Use ChatGPT's native capabilities where they fit. Add Axiomyx for a reusable evidence layer.

The products can complement each other. The useful question is which boundary, source controls and verification path your work requires.

CHATGPT

ChatGPT's context window governs what the model can consider in a particular request or conversation experience.

AXIOMYX

Axiomyx manages a persistent evidence collection and selects a smaller evidence package for each request.

TOGETHER

The evidence collection can be large and reusable; the model context remains finite and task-specific.

DATA BOUNDARY

Know what stays under your control—and what can leave it.

  • Premium removes the Axiomyx active-evidence quota but does not remove device, storage or model constraints.
  • Free lets a Personal user test the full workflow with up to 500 MB of active evidence.
  • Only selected sources become part of the evidence layer.
  • Only requested evidence is sent through the configured AI connection.

LIMITATIONS

What this does not promise.

  • Retrieval quality depends on the source material, parser support, indexing state and the question asked.
  • Compact context can reduce repeated token and API use, but savings vary by workload and are not guaranteed.
  • No evidence layer can make an external model's context window unlimited.

SEE IT IN PRACTICE

Follow the work, then inspect the architecture.

NEXT STEP

Start with the boundary you control.

Personal is free for up to 500 MB of active evidence. Business and Enterprise are separate products with customer-controlled deployment boundaries.

Install Axiomyx Personal free