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Milvus-doc-bot authored and Milvus-doc-bot committed Sep 19, 2024
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# With Iterators

Milvus provides search and query iterators for iterating results with a large volume of entities. Since Milvus limits TopK to 16384, users can use iterators to return large numbers or even whole entities in a collection in batch mode.
Milvus provides search and query iterators for iterating through a large volume of entities. Since Milvus limits TopK to 16384, users can use iterators to return large numbers or even whole entities in a collection in batch mode.

## Overview

Iterators are powerful tools that help you iterate through a large volume of or all data within a collection using primary key values and Boolean expressions. This can significantly improve the way you retrieve data. Unlike the traditional use of __offset__ and __limit__ parameters, which may become less efficient over time, iterators offer a more scalable solution.
Iterators are efficient tool for scanning a whole collection or iterating through a large volume of entities by specifying primary key values or a filter expression. Compared to a search or query call with __offset__ and __limit__ parameters, using iterators is more efficient and scalable.

### Benefits of using iterators

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## Preparations

The following steps repurpose the code to connect to Milvus, quickly set up a collection, and insert over 10,000 randomly generated entities into the collection.
The following preparation step connects to Milvus and inserts randomly generated entities into a collection.

### Step 1: Create a collection

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