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2 changes: 1 addition & 1 deletion site/content/ai-suite/graphrag/_index.md
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Expand Up @@ -79,5 +79,5 @@ conceptual understanding.
- **[GraphRAG Tutorial using integrated Notebook servers](tutorial-notebook.md)**: Follow hands-on examples and implementation guidance via Jupyter Notebooks.

For deeper implementation details, explore the individual services:
- **[Importer Service](../reference/importer.md)**: Transform documents into knowledge graphs.
- **[Importer Service](../reference/importer/)**: Transform documents into knowledge graphs.
- **[Retriever Service](../reference/retriever.md)**: Query and extract insights from your knowledge graphs.
7 changes: 3 additions & 4 deletions site/content/ai-suite/graphrag/technical-overview.md
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Expand Up @@ -68,7 +68,7 @@ The web interface guides you through the process of the following:
### API and Services

The [AI Orchestrator](../reference/ai-orchestrator.md),
[Importer](../reference/importer.md), and [Retriever](../reference/retriever.md)
[Importer](../reference/importer/), and [Retriever](../reference/retriever.md)
services provide programmatic access to create and manage GraphRAG pipelines,
and give you access to advanced search methods.

Expand Down Expand Up @@ -106,7 +106,7 @@ information in a structured graph format, allowing efficient querying and retrie
3. Store the generated Knowledge Graph in the database for retrieval and reasoning.

For detailed information about the service, see the
[Importer](../reference/importer.md) service documentation.
[Importer](../reference/importer/) service documentation.

### Query your Knowledge Graph

Expand Down Expand Up @@ -153,14 +153,13 @@ OpenAI, OpenRouter, Google Gemini, Anthropic Claude, and any corporate or self-h
LLM with OpenAI-compatible endpoints.

For detailed configuration examples, see:
- [Importer - Deployment Options](../reference/importer.md#deployment-options)
- [Importer - Deployment Options](../reference/importer/#deployment-options)
- [Retriever - Installation](../reference/retriever.md#installation)

## Limitations

The pre-release version of Arango GraphRAG has the following limitations:

- You can only import a single file.
- The knowledge graph generated from the file is imported into a named graph
with a fixed name of `KnowledgeGraph` and set of collections which also have
fixed names.
2 changes: 1 addition & 1 deletion site/content/ai-suite/graphrag/web-interface.md
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Expand Up @@ -94,7 +94,7 @@ service automatically downloads and loads models from the MLflow registry.

{{< /tabs >}}

See also the [Importer](../reference/importer.md) service documentation.
See also the [Importer](../reference/importer/) service documentation.

## Add data source

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4 changes: 2 additions & 2 deletions site/content/ai-suite/reference/ai-orchestrator.md
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Expand Up @@ -59,7 +59,7 @@ The following example shows a complete request body with all available options:
they can be used.

The parameters required for the deployment of each service are defined in the
corresponding service documentation. See [Importer](importer.md)
corresponding service documentation. See [Importer](importer/)
and [Retriever](retriever.md).

## Projects
Expand Down Expand Up @@ -182,7 +182,7 @@ documentation.

## Complete Service lifecycle example

The example below shows how to install, monitor, and uninstall the [Importer](importer.md) service.
The example below shows how to install, monitor, and uninstall the [Importer](importer/) service.

### Step 1: Installing the service

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