Chunking strategies for RAG

What you'll do

Chunking splits a file so retrieval can find the right passage. In AshnaAI, upload the file and wait for embeddings. You do not pick chunk sizes in the how-to path.

This guide walks through what is chunking in RAG 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 chunking in RAG

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

Step 1. Read the definition

Chunking splits a file so retrieval can find the right passage. In AshnaAI, upload the file and wait for embeddings. You do not pick chunk sizes in the how-to path.

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

Upload one PDF and ask a question that only that file can answer.

Step 4. What to expect

You cannot currently set custom chunk tokens in the consumer how-to.

Keep in mind

You cannot currently set custom chunk tokens in the consumer how-to.

Related guides

Also read rag done right ingestion chunking.

Also read chat with a pdf.

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.