diff --git a/docs/docs/get-started/install.mdx b/docs/docs/get-started/install.mdx
index 03f71637..da513712 100644
--- a/docs/docs/get-started/install.mdx
+++ b/docs/docs/get-started/install.mdx
@@ -276,171 +276,180 @@ If you installed OpenRAG with `uvx`, run `uvx openrag`.
After installation, the TUI can deploy, manage, and upgrade your OpenRAG containers.
-### Start all services
+### Diagnostics
-Click **Start All Services** to start the OpenRAG containers.
-The TUI automatically detects your container runtime, and then checks if your machine has compatible GPU support by checking for `CUDA`, `NVIDIA_SMI`, and Docker/Podman runtime support. This check determines which Docker Compose file OpenRAG uses.
-The TUI then pulls the images and deploys the containers with the following command.
-```bash
-docker compose up -d
-```
+The **Diagnostics** menu provides health monitoring for your container runtimes and monitoring of your OpenSearch security.
-If images are missing, the TUI runs `docker compose pull`, then runs `docker compose up -d`.
-
-### Status
+### Status {#status}
The **Status** menu displays information on your container deployment.
Here you can check container health, find your service ports, view logs, and upgrade your containers.
-To view streaming logs, select the container you want to view, and press l.
-To copy your logs, click **Copy to Clipboard**.
+* **Logs**: To view streaming logs, select the container you want to view, and press l.
+To copy the logs, click **Copy to Clipboard**.
-To **upgrade** your containers, click **Upgrade**.
-**Upgrade** runs `docker compose pull` and then `docker compose up -d --force-recreate`.
-For more information, see [Upgrade OpenRAG containers with the TUI](#upgrade-openrag-containers-with-the-tui).
+* **Upgrade**: Check for updates. For more information, see [upgrade OpenRAG](#upgrade).
-To **reset** your containers, click **Reset**.
-Reset gives you a completely fresh start.
-Reset deletes all of your data, including OpenSearch data, uploaded documents, and authentication.
-**Reset** runs two commands.
-It first stops and removes all containers, volumes, and local images.
-```
+* **Reset**: This is a destructive action that [resets your containers](#reset-containers).
+
+* **Native services**: From the **Status** menu, you can view the status, port, and process ID (PID) of the OpenRAG native services.
+You can also click **Stop** or **Restart** to stop and start OpenRAG native services.
+
+ A _native service_ in OpenRAG is a service that runs locally on your machine, not within a container. For example, the `docling serve` process is an OpenRAG native service because this document processing service runs on your local machine, separate from the OpenRAG containers.
+
+### Reset containers {#reset-containers}
+
+:::warning
+This is a destructive action that destroys and recreates all of your OpenRAG containers.
+:::
+
+To destroy and recreate your OpenRAG containers, go to the TUI [**Status** menu](#status), and then click **Reset**.
+
+The **Reset** function runs two commands. First, it stops and removes all containers, volumes, and local images:
+
+```bash
docker compose down --volumes --remove-orphans --rmi local
```
-When the first command is complete, OpenRAG removes any additional Docker objects with `prune`.
+Then, it removes any additional Docker objects with `docker system prune -f`.
-```
-docker system prune -f
-```
+If you reset your containers as part of reinstalling OpenRAG, continue the [reinstallation process](#reinstall) after resetting the containers.
-### Native services status
+### Start all services
-A _native service_ in OpenRAG refers to a service run locally on your machine, and not within a container.
-The `docling serve` process is a native service in OpenRAG, because it's a document processing service that is run on your local machine, and controlled separately from the containers.
+On the TUI main page, click **Start All Services** to start the OpenRAG containers and launch OpenRAG itself.
-To start or stop `docling serve` or any other native services, in the TUI Status menu, click **Stop** or **Restart**.
+When you start all services, the following processes happen:
-To view the status, port, or PID of a native service, in the TUI main menu, click [Status](#status).
+1. OpenRAG automatically detects your container runtime, and then checks if your machine has compatible GPU support by checking for `CUDA`, `NVIDIA_SMI`, and Docker/Podman runtime support. This check determines which Docker Compose file OpenRAG uses.
+
+2. OpenRAG pulls the OpenRAG container images with `docker compose pull` if any images are missing.
+
+3. OpenRAG deploys the containers with `docker compose up -d`.
## Upgrade OpenRAG {#upgrade}
-To upgrade OpenRAG, upgrade the OpenRAG Python package, and then upgrade the OpenRAG containers using the OpenRAG TUI.
+To upgrade OpenRAG, upgrade the OpenRAG Python package, and then upgrade the OpenRAG containers.
-Upgrading the OpenRAG Python package updates the TUI and Python code, but container versions are controlled separately by environment variables in your `.env` file.
+This is a two part process because upgrading the OpenRAG Python package updates the TUI and Python code, but the container versions are controlled by environment variables in your `.env` file.
-### Upgrade OpenRAG python package
+1. Stop your OpenRAG containers: In the OpenRAG TUI, go to the **Status** menu, and then click **Stop Services**.
-Use the following steps to upgrade the OpenRAG Python package to the latest version from [PyPI](https://pypi.org/project/openrag/).
-After upgrading the Python package, you should also [upgrade your OpenRAG containers](#upgrade-openrag-containers-with-the-tui).
+2. Upgrade the OpenRAG Python package to the latest version from [PyPI](https://pypi.org/project/openrag/).
-
-
+
+
- If you installed OpenRAG using the [automatic installer](#install) or [uvx](#install), follow these steps to upgrade:
+ Use these steps to upgrade the Python package if you installed OpenRAG using the automatic installer or `uvx`:
1. Navigate to your OpenRAG workspace directory:
- ```bash
- cd openrag-workspace
- ```
+
+ ```bash
+ cd openrag-workspace
+ ```
2. Upgrade the OpenRAG package:
- ```bash
- uvx --from openrag openrag
- ```
-
- To upgrade to a specific version:
- ```bash
- uvx --from openrag==0.1.33 openrag
- ```
- 3. After upgrading the Python package, [upgrade your containers](#upgrade-openrag-containers-with-the-tui).
+ ```bash
+ uvx --from openrag openrag
+ ```
-
-
+ To upgrade to a specific version:
+
+ ```bash
+ uvx --from openrag==0.1.33 openrag
+ ```
+
+
+
+
+ Use these steps to upgrade the Python package if you installed OpenRAG in a Python project with `uv add`:
1. Navigate to your project directory:
- ```bash
- cd YOUR_PROJECT_NAME
- ```
+
+ ```bash
+ cd YOUR_PROJECT_NAME
+ ```
2. Update OpenRAG to the latest version:
- ```bash
- uv add --upgrade openrag
- ```
-
- To upgrade to a specific version:
- ```bash
- uv add --upgrade openrag==0.1.33
- ```
+
+ ```bash
+ uv add --upgrade openrag
+ ```
+
+ To upgrade to a specific version:
+
+ ```bash
+ uv add --upgrade openrag==0.1.33
+ ```
3. Start the OpenRAG TUI:
- ```bash
- uv run openrag
- ```
- 4. After upgrading the Python package, [upgrade your containers](#upgrade-openrag-containers-with-the-tui).
+ ```bash
+ uv run openrag
+ ```
-
-
+
+
+
+ Use these steps to upgrade the Python package if you installed OpenRAG in a venv with `uv pip install`:
1. Activate your virtual environment.
2. Upgrade OpenRAG:
- ```bash
- uv pip install --upgrade openrag
- ```
-
- To upgrade to a specific version:
- ```bash
- uv pip install --upgrade openrag==0.1.33
- ```
+
+ ```bash
+ uv pip install --upgrade openrag
+ ```
+
+ To upgrade to a specific version:
+
+ ```bash
+ uv pip install --upgrade openrag==0.1.33
+ ```
3. Start the OpenRAG TUI:
- ```bash
- uv run openrag
- ```
- 4. After upgrading the Python package, [upgrade your containers](#upgrade-openrag-containers-with-the-tui).
+ ```bash
+ uv run openrag
+ ```
-
-
+
+
-### Upgrade OpenRAG containers with the TUI {#upgrade-openrag-containers-with-the-tui}
+3. Start the upgraded OpenRAG containers: In the OpenRAG TUI, click **Start All Services**, and then wait while the containers start.
-After upgrading the OpenRAG Python package, upgrade your containers to ensure they match the `latest` version.
-**Upgrade** runs `docker compose pull`, which pulls container images based on versions specified in your `.env` file.
-`OPENRAG_VERSION` is set to `latest` by default, so it pulls the `latest` available container images.
+ After upgrading the Python package, OpenRAG runs `docker compose pull` to get the appropriate container images matching the version specified in your OpenRAG `.env` file. Then, it recreates the containers with the new images using `docker compose up -d --force-recreate`.
-1. In the OpenRAG TUI, click **Status**, and then click **Upgrade**.
-2. When the upgrade completes, close the **Status** window and continue using OpenRAG.
+ In the `.env` file, the `OPENRAG_VERSION` [environment variable](/reference/configuration#system-settings) is set to `latest` by default, which it pulls the `latest` available container images.
+ To pin a specific container image version, you can set `OPENRAG_VERSION` to the desired container image version, such as `OPENRAG_VERSION=0.1.33`.
-If you encounter a `langflow container already exists` error during upgrade, see [Langflow container already exists during upgrade](/support/troubleshoot#langflow-container-already-exists-during-upgrade) in the troubleshooting guide.
+ However, when you upgrade the Python package, OpenRAG automatically attempts to keep the `OPENRAG_VERSION` synchronized with the Python package version.
+ You might need to edit the `.env` file after upgrading the Python package to enforce a different container version.
+ The TUI warns you if it detects a version mismatch.
-To pin container versions to a specific release other than `latest`, set the `OPENRAG_VERSION` in your `.env` file:
-```bash
-OPENRAG_VERSION=0.1.33
-```
+ If you get an error that `langflow container already exists` error during upgrade, see [Langflow container already exists during upgrade](/support/troubleshoot#langflow-container-already-exists-during-upgrade).
-For more information, see [System settings environment variables](/reference/configuration#system-settings).
-
-## Diagnostics
-
-The **Diagnostics** menu provides health monitoring for your container runtimes and monitoring of your OpenSearch security.
+3. When the upgrade process is complete, you can close the **Status** window and continue using OpenRAG.
## Reinstall OpenRAG {#reinstall}
To reinstall OpenRAG with a completely fresh setup:
-1. Reset your containers using the **Reset** button in the [TUI status](#status) menu.
- This removes all containers, volumes, and data.
+1. In the TUI **Status** menu, [reset your containers](#reset-containers) to destroy the existing OpenRAG containers and their data.
2. Optional: Delete your project's `.env` file.
- The Reset operation doesn't remove your project's `.env` file, so your passwords, API keys, and OAuth settings can be preserved.
- If you delete the `.env` file, run the [Set up OpenRAG with the TUI](#setup) process again to create a new configuration.
-3. In the TUI Setup menu, follow these steps from [Basic Setup](#setup):
- 1. Click **Start All Services** to pull container images and start them.
- 2. Under **Native Services**, click **Start** to start the Docling service.
- 3. Click **Open App** to open the OpenRAG application.
- 4. Continue with [application onboarding](#application-onboarding).
\ No newline at end of file
+ The Reset operation doesn't remove your project's `.env` file, so your passwords, API keys, and OAuth settings can be preserved.
+ If you delete the `.env` file, you must run the [Set up OpenRAG with the TUI](#setup) process again to create a new configuration file.
+
+3. Optional: Delete your OpenSearch knowledge base by deleting the contents of the `./opensearch-data` folder in your OpenRAG installation directory.
+
+3. In the TUI **Setup** menu, repeat the [Basic Setup](#setup) process:
+
+ 1. Click **Start All Services** to pull container images and start them.
+ 2. Under **Native Services**, click **Start** to start the Docling service.
+ 3. Click **Open App** to open the OpenRAG application.
+ 4. Continue with [application onboarding](#application-onboarding).
+
+If reinstalling OpenRAG and deleting the `.env` file doesn't reset setup or onboarding, see [Reinstalling OpenRAG doesn't reset onboarding](/support/troubleshoot#reinstalling-openrag-doesnt-reset-onboarding).
diff --git a/docs/docs/get-started/quickstart.mdx b/docs/docs/get-started/quickstart.mdx
index 5a0e09c8..f8b227bd 100644
--- a/docs/docs/get-started/quickstart.mdx
+++ b/docs/docs/get-started/quickstart.mdx
@@ -159,7 +159,7 @@ You can send and receive requests with the Langflow API using Python, TypeScript
## Next steps
* **Reinstall OpenRAG with your preferred settings**: This quickstart used a minimal setup to demonstrate OpenRAG's core functionality.
-It is recommended that you reinstall OpenRAG with your preferred configuration because some settings are immutable after initial setup.
+It is recommended that you [reinstall OpenRAG](/install#reinstall) with your preferred configuration because some settings are immutable after initial setup.
For all installation options, see [Install OpenRAG with TUI](/install) and [Install OpenRAG with containers](/docker).
* **Learn more about OpenRAG**: Explore OpenRAG and the OpenRAG documentation to learn more about its features and functionality.
diff --git a/docs/docs/reference/configuration.mdx b/docs/docs/reference/configuration.mdx
index c573958e..97d71a2c 100644
--- a/docs/docs/reference/configuration.mdx
+++ b/docs/docs/reference/configuration.mdx
@@ -149,11 +149,11 @@ Configure general system components, session management, and logging.
|----------|---------|-------------|
| `LANGFLOW_KEY_RETRIES` | `15` | Number of retries for Langflow key generation. |
| `LANGFLOW_KEY_RETRY_DELAY` | `2.0` | Delay between retries in seconds. |
-| `LANGFLOW_VERSION` | `latest` | Langflow Docker image version. |
+| `LANGFLOW_VERSION` | `OPENRAG_VERSION` | Langflow Docker image version. By default, OpenRAG uses the `OPENRAG_VERSION` for the Langflow Docker image version. |
| `LOG_FORMAT` | Disabled | Set to `json` to enabled JSON-formatted log output. |
| `LOG_LEVEL` | `INFO` | Logging level (DEBUG, INFO, WARNING, ERROR). |
| `MAX_WORKERS` | `1` | Maximum number of workers for document processing. |
-| `OPENRAG_VERSION` | `latest` | OpenRAG Docker image version. |
+| `OPENRAG_VERSION` | `latest` | The version of the OpenRAG Docker images to run. For more information, see [Upgrade OpenRAG](/install#upgrade) |
| `SERVICE_NAME` | `openrag` | Service name for logging. |
| `SESSION_SECRET` | Automatically generated | Session management. |
diff --git a/docs/docs/support/troubleshoot.mdx b/docs/docs/support/troubleshoot.mdx
index 4f04a281..4a97be09 100644
--- a/docs/docs/support/troubleshoot.mdx
+++ b/docs/docs/support/troubleshoot.mdx
@@ -124,8 +124,8 @@ If reinstalling the Langflow container doesn't resolve the issue, you must reset
Then, you can retry the upgrade.
:::warning
-This is a destructive operation that completely resets your OpenRAG containers and removes all OpenRAG data, including OpenSearch data, uploaded documents, and authentication details.
-Your `.env` file is preserved, so your configuration settings remain intact, but all other data is lost.
+This is a destructive operation that destroys your OpenRAG containers and their contents.
+However, your `.env` file (configuration settings) and `./opensearch-data` (OpenSearch knowledge base) are preserved.
:::
To reset your installation, stop your containers, and then completely remove them.
@@ -212,6 +212,15 @@ After removing the containers, retry the upgrade in the OpenRAG TUI by clicking
+## Reinstalling OpenRAG doesn't reset onboarding {#reinstalling-openrag-doesnt-reset-onboarding}
+
+If you [reinstall OpenRAG](/install#reinstall), you can restore your installation to it's original, default state by resetting the containers _and_ deleting the `.env` file.
+
+When you start OpenRAG after doing this, you should be prompted to go through the initial setup and onboarding process again.
+
+Due to a known issue, the onboarding process might not reset when you reinstall OpenRAG.
+If this occurs, [install OpenRAG in a new Python project directory](/install#install) (with `uv init` and `uv add openrag`).
+
## Document ingestion or similarity search issues
See [Troubleshoot ingestion](/ingestion#troubleshoot-ingestion).
\ No newline at end of file