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### What problem does this PR solve?

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that will help reviewers understand the purpose of the PR._

### Type of change


- [x] Documentation Update
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docs/references/faq.md
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@ -397,34 +397,5 @@ This error occurs because there are too many chunks matching your search criteri
![topn](https://github.com/infiniflow/ragflow/assets/93570324/7ec72ab3-0dd2-4cff-af44-e2663b67b2fc) ![topn](https://github.com/infiniflow/ragflow/assets/93570324/7ec72ab3-0dd2-4cff-af44-e2663b67b2fc)
### 9. How to upgrade RAGFlow? ### 9. How to upgrade RAGFlow?
You can upgrade RAGFlow to either the dev version or the latest version:
- Dev versions are for developers and contributors. They are published on a nightly basis and may crash because they are not fully tested. We cannot guarantee their validity and you are at your own risk trying out latest, untested features. See [Upgrade RAGFlow](../guides/upgrade_ragflow.md) for more information.
- The latest version refers to the most recent, officially published release. It is stable and works best with regular users.
To upgrade RAGFlow to the dev version:
Update the RAGFlow image and restart RAGFlow:
1. Update **ragflow/docker/.env** as follows:
```bash
RAGFLOW_IMAGE=infiniflow/ragflow:dev
```
2. Update ragflow image and restart ragflow:
```bash
docker compose -f docker/docker-compose.yml pull
docker compose -f docker/docker-compose.yml up -d
```
To upgrade RAGFlow to the latest version:
1. Update **ragflow/docker/.env** as follows:
```bash
RAGFLOW_IMAGE=infiniflow/ragflow:latest
```
2. Update the RAGFlow image and restart RAGFlow:
```bash
docker compose -f docker/docker-compose.yml pull
docker compose -f docker/docker-compose.yml up -d
```