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Mendon Kissling 2025-10-07 10:27:04 -04:00
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docs/docs/_partial-external-preview.mdx
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:::info
OpenRAG is is currently in public preview.
Development is ongoing, and the features and functionality are subject to change.
:::

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docs/docs/core-components/agents.mdx
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@ -7,9 +7,6 @@ import Icon from "@site/src/components/icon/icon";
import Tabs from '@theme/Tabs'; import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem'; import TabItem from '@theme/TabItem';
import PartialModifyFlows from '@site/docs/_partial-modify-flows.mdx'; import PartialModifyFlows from '@site/docs/_partial-modify-flows.mdx';
import PartialExternalPreview from '@site/docs/_partial-external-preview.mdx';
<PartialExternalPreview />
OpenRAG leverages Langflow's Agent component to power the OpenRAG OpenSearch Agent flow. OpenRAG leverages Langflow's Agent component to power the OpenRAG OpenSearch Agent flow.

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docs/docs/core-components/ingestion.mdx
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@ -7,9 +7,6 @@ import Icon from "@site/src/components/icon/icon";
import Tabs from '@theme/Tabs'; import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem'; import TabItem from '@theme/TabItem';
import PartialModifyFlows from '@site/docs/_partial-modify-flows.mdx'; import PartialModifyFlows from '@site/docs/_partial-modify-flows.mdx';
import PartialExternalPreview from '@site/docs/_partial-external-preview.mdx';
<PartialExternalPreview />
OpenRAG uses [Docling](https://docling-project.github.io/docling/) for its document ingestion pipeline. OpenRAG uses [Docling](https://docling-project.github.io/docling/) for its document ingestion pipeline.
More specifically, OpenRAG uses [Docling Serve](https://github.com/docling-project/docling-serve), which starts a `docling-serve` process on your local machine and runs Docling ingestion through an API service. More specifically, OpenRAG uses [Docling Serve](https://github.com/docling-project/docling-serve), which starts a `docling-serve` process on your local machine and runs Docling ingestion through an API service.

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docs/docs/core-components/knowledge.mdx
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@ -7,9 +7,6 @@ import Icon from "@site/src/components/icon/icon";
import Tabs from '@theme/Tabs'; import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem'; import TabItem from '@theme/TabItem';
import PartialModifyFlows from '@site/docs/_partial-modify-flows.mdx'; import PartialModifyFlows from '@site/docs/_partial-modify-flows.mdx';
import PartialExternalPreview from '@site/docs/_partial-external-preview.mdx';
<PartialExternalPreview />
OpenRAG uses [OpenSearch](https://docs.opensearch.org/latest/) for its vector-backed knowledge store. OpenRAG uses [OpenSearch](https://docs.opensearch.org/latest/) for its vector-backed knowledge store.
This is a specialized database for storing and retrieving embeddings, which helps your Agent efficiently find relevant information. This is a specialized database for storing and retrieving embeddings, which helps your Agent efficiently find relevant information.

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docs/docs/get-started/docker.mdx
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import PartialOnboarding from '@site/docs/_partial-onboarding.mdx'; import PartialOnboarding from '@site/docs/_partial-onboarding.mdx';
import PartialExternalPreview from '@site/docs/_partial-external-preview.mdx';
<PartialExternalPreview />
There are two different Docker Compose files. There are two different Docker Compose files.
They deploy the same applications and containers, but to different environments. They deploy the same applications and containers, but to different environments.

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docs/docs/get-started/install.mdx
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import Tabs from '@theme/Tabs'; import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem'; import TabItem from '@theme/TabItem';
import PartialOnboarding from '@site/docs/_partial-onboarding.mdx'; import PartialOnboarding from '@site/docs/_partial-onboarding.mdx';
import PartialExternalPreview from '@site/docs/_partial-external-preview.mdx';
<PartialExternalPreview />
[Install the OpenRAG Python wheel](#install-python-wheel), and then run the [OpenRAG Terminal User Interface(TUI)](#setup) to start your OpenRAG deployment with a guided setup process. [Install the OpenRAG Python wheel](#install-python-wheel), and then run the [OpenRAG Terminal User Interface(TUI)](#setup) to start your OpenRAG deployment with a guided setup process.

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docs/docs/get-started/quickstart.mdx
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import Icon from "@site/src/components/icon/icon"; import Icon from "@site/src/components/icon/icon";
import Tabs from '@theme/Tabs'; import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem'; import TabItem from '@theme/TabItem';
import PartialExternalPreview from '@site/docs/_partial-external-preview.mdx';
<PartialExternalPreview />
Get started with OpenRAG by loading your knowledge, swapping out your language model, and then chatting with the OpenRAG API. Get started with OpenRAG by loading your knowledge, swapping out your language model, and then chatting with the OpenRAG API.

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docs/docs/get-started/tui.mdx
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slug: /get-started/tui slug: /get-started/tui
--- ---
import PartialExternalPreview from '@site/docs/_partial-external-preview.mdx';
<PartialExternalPreview />
The OpenRAG Terminal User Interface (TUI) allows you to set up, configure, and monitor your OpenRAG deployment directly from the terminal, on any operating system. The OpenRAG Terminal User Interface (TUI) allows you to set up, configure, and monitor your OpenRAG deployment directly from the terminal, on any operating system.
![OpenRAG TUI Interface](@site/static/img/OpenRAG_TUI_2025-09-10T13_04_11_757637.svg) ![OpenRAG TUI Interface](@site/static/img/OpenRAG_TUI_2025-09-10T13_04_11_757637.svg)

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docs/docs/get-started/what-is-openrag.mdx
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<PartialExternalPreview />
OpenRAG is an open-source package for building agentic RAG systems. OpenRAG is an open-source package for building agentic RAG systems.
It supports integration with a wide range of orchestration tools, vector databases, and LLM providers. It supports integration with a wide range of orchestration tools, vector databases, and LLM providers.

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docs/docs/support/troubleshoot.mdx
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import Tabs from '@theme/Tabs'; import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem'; import TabItem from '@theme/TabItem';
import PartialExternalPreview from '@site/docs/_partial-external-preview.mdx';
<PartialExternalPreview />
This page provides troubleshooting advice for issues you might encounter when using OpenRAG or contributing to OpenRAG. This page provides troubleshooting advice for issues you might encounter when using OpenRAG or contributing to OpenRAG.