# Best way to multiprocess
**URL:** https://forum.weaviate.io/t/best-way-to-multiprocess/7377
**Category:** Support
**Created:** [November 1, 2024, 4:13pm UTC](https://forum.weaviate.io/t/best-way-to-multiprocess/7377 "2024-11-01T16:13:47Z")
**Posts on this page:** 3
**Page:** 1
### Author:  [@teapotboy](https://forum.weaviate.io/u/teapotboy)
#### Post date: [November 1, 2024, 4:13pm UTC](https://forum.weaviate.io/t/best-way-to-multiprocess/7377/1 "2024-11-01T16:13:47Z")
### Description
I’m trying to multiprocess my RAG with around 4 million queries. The queries are over one cluster but with different metadata filters. I have used ThreadPoolExecutor but there seems to be no improvement. I thought that each query can be paralleled on one cpu. Any idea how I should speed up the whole process? Thank you!
### Server Setup Information
- Weaviate Server Version:
- Deployment Method:
- Multi Node? Number of Running Nodes:
- Client Language and Version:
- Multitenancy?:
### Any additional Information
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### Author:  [@DudaNogueira](https://forum.weaviate.io/u/DudaNogueira)
#### Post date: [November 4, 2024, 2:19pm UTC](https://forum.weaviate.io/t/best-way-to-multiprocess/7377/2 "2024-11-04T14:19:33Z")
Hi @teapotboy
Can you provide the version of both server and client you are using?
Are you running a multinode environment?
Thanks!
> [@teapotboy](#):
>
> - Weaviate Server Version:
> - Deployment Method:
> - Multi Node? Number of Running Nodes:
> - Client Language and Version:
> - Multitenancy?:
---
### Author:  [@Dirk](https://forum.weaviate.io/u/Dirk)
#### Post date: [November 4, 2024, 2:51pm UTC](https://forum.weaviate.io/t/best-way-to-multiprocess/7377/3 "2024-11-04T14:51:39Z")
You could try the async API: [Async API | Weaviate](https://weaviate.io/developers/weaviate/client-libraries/python/async)