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‎site/content/ai-suite/release-notes.md‎

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---
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title: What's new in the AI Suite
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menuTitle: Release notes
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weight: 100
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description: >-
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Features and improvements in the AI Suite of the Arango Data Platform
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---
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{{< tip >}}
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The AI Suite is available as a pre-release. To get exclusive early access,
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[get in touch](https://arango.ai/contact-us/) with the Arango team.
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{{< /tip >}}
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## October 2024 (pre-release)
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This release introduces new features and enhancements to the AI Suite components.
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See also the [Arango Data Platform Release Notes](../data-platform/release-notes.md).
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### GraphRAG enhancements
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- **Instant and Deep Search**: New [Retriever](reference/retriever.md#search-methods) search methods
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optimized for different use cases. Instant Search provides fast responses with
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streaming support. Deep Search offers detailed, accurate responses for complex queries
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requiring high accuracy. Both methods are accessible via the API or the
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[GraphRAG web interface](graphrag/web-interface.md#chat-with-your-knowledge-graph).
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- **Update Knowledge Graphs**: [Add additional data sources](graphrag/web-interface.md#update-the-knowledge-graph)
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to existing Knowledge Graphs through the web interface. Upload new files to
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automatically update the Knowledge Graph and underlying collections with new data.
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- **Unified LLM provider configuration**: Simplified deployment configuration using
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OpenAI-compatible APIs. Mix and match providers for chat and embeddings (e.g.,
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use OpenRouter for chat and OpenAI for embeddings). Support for OpenAI, OpenRouter,
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Gemini, Anthropic, and any self-hosted LLM with OpenAI-compatible endpoints.
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### AQLizer
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The [Natural Language to AQL Translation Service](reference/natural-language-to-aql.md)
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enables you to query your ArangoDB database using natural language or get
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LLM-powered answers to general questions.
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You can generate AQL queries from natural language directly in the Query Editor using the
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[AQLizer](aqlizer.md) mode. More advanced features are available via the API.
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## July 2024 (pre-release)
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This release marks the initial internal launch of the AI Suite with the following
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components. For Data Platform features in this release, see
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[Arango Data Platform Release Notes](../data-platform/release-notes.md).
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- **[GraphRAG](graphrag/_index.md)**: Transform unstructured documents into
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intelligent knowledge graphs and natural language querying through Importer
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and Retriever services.
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- **[GraphML](graphml/_index.md)**: Apply machine learning to graphs with node
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classification and embedding generation, built on GraphSAGE framework.
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- **[Graph Analytics](graph-analytics.md)**: Run algorithms like PageRank,
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Connected Components, and more.
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- **[Jupyter Notebooks](notebook-servers.md)**: Launch integrated Jupyter
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notebook servers with pre-installed ArangoDB drivers and data science libraries
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for interactive experimentation.
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- **[MLflow Integration](reference/mlflow.md)**: Use MLflow as a model registry
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for private LLMs and machine learning experiment tracking.
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- **[Triton Inference Server](reference/triton-inference-server.md)**: Host
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private Large Language Models using NVIDIA Triton Inference Server for secure,
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on-premises AI capabilities.

‎site/content/data-platform/release-notes.md‎

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Features and improvements in the Arango Data Platform
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---
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{{< tip >}}
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The Arango Data Platform is available as a pre-release. To get
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exclusive early access, [get in touch](https://arango.ai/contact-us/) with
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the Arango team.
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The Arango Data Platform is available as a pre-release. To get exclusive early access,
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[get in touch](https://arango.ai/contact-us/) with the Arango team.
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{{< /tip >}}
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## Arango Data Platform (v3.0)
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## October 2024 (pre-release)
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<small>Introduced in: v3.12.5</small>
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<small>ArangoDB Enterprise Edition: v3.12.6</small>
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The Arango Data Platform is a scalable architecture that offers you all features
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of the core ArangoDB database system along with graph-powered machine learning
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and AI capabilities as a single solution with a unified interface. Deploy the
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Platform on-premise or in the cloud on top of Kubernetes.
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This release includes new features and enhancements for the Data Platform web
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interface, running with ArangoDB Enterprise Edition v3.12.6. For AI Suite updates
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in this release, see [AI Suite Release Notes](../ai-suite/release-notes.md).
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To get started, see [Self-host the Arango Data Platform](./get-started.md#self-host-the-arango-data-platform).
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### Query Editor
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### AI Suite
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A new [Query Editor](query-editor.md) has been integrated into the
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Arango Data Platform web interface for writing, executing, and managing AQL queries.
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The Arango AI Data Platform features dedicated AI and data science services, built upon
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the powerful ArangoDB database core.
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Key features:
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The AI Suite consists of the following components, each featuring an intuitive,
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user-friendly interface seamlessly integrated into the Arango Data Platform web interface:
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- GraphRAG
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- GraphML
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- Jupyter Notebooks
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- MLflow integration
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- Graph Visualizer
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- **Tabbed interface**: Work on multiple queries concurrently with side-by-side
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query and results views.
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- **Query operations**: Run, explain, and profile queries with dedicated buttons
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and result history tracking.
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- **Saved queries**: Save and share frequently used queries with all users in the
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database, persisted across sessions.
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- **Query monitoring**: View running queries and slow query logs, with the ability
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to kill long-running operations.
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- **Flexible viewport**: Drag and drop tabs to reorganize panels horizontally or
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vertically.
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To learn more, see [AI Suite](../ai-suite/_index.md)
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documentation.
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### Graph Visualizer enhancements
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The [Graph Visualizer](graph-visualizer.md) has been significantly enhanced with
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new visual customization capabilities, improved navigation features, and better
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performance for exploring large-scale graphs.
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Key improvements:
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- **Icon assignment**: Assign pictograms to node collections for quick visual
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identification of entity types on the canvas.
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- **Theme support**: Create and manage multiple themes to highlight different
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aspects of graph data, with default themes that automatically color different
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collections on the canvas.
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- **Shortest path**: Find and visualize the shortest path between two selected
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nodes directly on the canvas.
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- **Enhanced tooltips**: Hover over nodes and edges to view document IDs and
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customizable additional attributes without opening the full properties dialog.
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- **Bulk selection**: Select all nodes or edges of a specific type (collection)
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from the Legend panel, showing the count of elements per collection.
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- **Edge properties view**: View and edit edge properties through a dedicated
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properties dialog with Form and JSON editing modes.
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- **Attribute-based styling**: Define conditional styling rules based on document
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attributes to dynamically color and style nodes and edges (e.g., apply colors
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based on genre or other field values).
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- **Performance improvements**: Optimized rendering for large graphs with
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millions of nodes and edges.
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## July 2024 (pre-release)
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<small>ArangoDB Enterprise Edition: v3.12.5</small>
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This release marks the initial internal launch of the Arango Data Platform, running with
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ArangoDB Enterprise Edition v3.12.5. For AI Suite features in this release, see
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[AI Suite Release Notes](../ai-suite/release-notes.md).
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### Arango Data Platform
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The Arango Data Platform is a Kubernetes-native technical infrastructure that
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brings together the entire ArangoDB offering into a unified solution.
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See [Get Started with the Arango Data Platform](get-started.md).
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What's included:
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- **ArangoDB Enterprise Edition**: Multi-model database foundation supporting
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graphs, documents, key-value, vector search, and full-text search capabilities.
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- **Graph Visualizer**: Sophisticated web-based interface for interactive graph
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exploration, visual customization, and direct graph editing.
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- **Arango Platform Suite**: Enterprise-grade features including high availability
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and monitoring, comprehensive APIs and connectors, and centralized orchestration
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and resource management.
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- **Kubernetes orchestration**: Powered by the official ArangoDB Kubernetes
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Operator for automated deployment, scaling, and management.
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- **Unified web interface**: Single interface for accessing all Platform services
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and components.
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The Platform can be extended with the [AI Suite](../ai-suite/_index.md) for
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advanced capabilities like GraphRAG, GraphML, Graph Analytics, AQLizer, and more
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(requires separate license).

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