Context windows explained

What you'll do

A context window is how much text a model can see at once. In AshnaAI, do not paste a 100-page PDF. Attach the file and retrieve.

This guide walks through what is a context window in AshnaAI. You stay in chat. You do not need a separate desktop of buttons for each file job.

Before you start

Open AshnaAI and start a new chat.

How to what is a context window

Follow the steps below in order. Confirm in chat before AshnaAI sends, posts, or writes to Tally.

Step 1. Read the definition

A context window is how much text a model can see at once. In AshnaAI, do not paste a 100-page PDF. Attach the file and retrieve.

Step 2. Open AshnaAI

Sign in at https://app.ashna.ai and start a chat, or open the agent builder.

Step 3. Try the job

Use chat-with-PDF instead of pasting the document.

Step 4. What to expect

Pinning a long-context model is not a substitute for retrieval on large corpora.

Keep in mind

Pinning a long-context model is not a substitute for retrieval on large corpora.

Related guides

Also read chat with a pdf.

Also read use ashna x1 instead of picking models yourself.

More AI glossary how-tos live on What is RAG, hallucination, and prompt engineering.

Try it now

Open app.ashna.ai and run this job in a new chat. New accounts can start from app.ashna.ai/signup.