diff --git a/site/content/ai-suite/release-notes.md b/site/content/ai-suite/release-notes.md new file mode 100644 index 0000000000..429b7dc4d3 --- /dev/null +++ b/site/content/ai-suite/release-notes.md @@ -0,0 +1,69 @@ +--- +title: What's new in the AI Suite +menuTitle: Release notes +weight: 100 +description: >- + Features and improvements in the AI Suite of the Arango Data Platform +--- +{{< tip >}} +The AI Suite is available as a pre-release. To get exclusive early access, +[get in touch](https://arango.ai/contact-us/) with the Arango team. +{{< /tip >}} + +## October 2024 (pre-release) + +This release introduces new features and enhancements to the AI Suite components. +See also the [Arango Data Platform Release Notes](../data-platform/release-notes.md). + +### GraphRAG enhancements + +- **Instant and Deep Search**: New [Retriever](reference/retriever.md#search-methods) search methods + optimized for different use cases. Instant Search provides fast responses with + streaming support. Deep Search offers detailed, accurate responses for complex queries + requiring high accuracy. Both methods are accessible via the API or the + [GraphRAG web interface](graphrag/web-interface.md#chat-with-your-knowledge-graph). + +- **Update Knowledge Graphs**: [Add additional data sources](graphrag/web-interface.md#update-the-knowledge-graph) + to existing Knowledge Graphs through the web interface. Upload new files to + automatically update the Knowledge Graph and underlying collections with new data. + +- **Unified LLM provider configuration**: Simplified deployment configuration using + OpenAI-compatible APIs. Mix and match providers for chat and embeddings (e.g., + use OpenRouter for chat and OpenAI for embeddings). Support for OpenAI, OpenRouter, + Gemini, Anthropic, and any self-hosted LLM with OpenAI-compatible endpoints. + +### AQLizer + +The [Natural Language to AQL Translation Service](reference/natural-language-to-aql.md) +enables you to query your ArangoDB database using natural language or get +LLM-powered answers to general questions. + +You can generate AQL queries from natural language directly in the Query Editor using the +[AQLizer](aqlizer.md) mode. More advanced features are available via the API. + +## July 2024 (pre-release) + +This release marks the initial internal launch of the AI Suite with the following +components. For Data Platform features in this release, see +[Arango Data Platform Release Notes](../data-platform/release-notes.md). + +- **[GraphRAG](graphrag/_index.md)**: Transform unstructured documents into + intelligent knowledge graphs and natural language querying through Importer + and Retriever services. + +- **[GraphML](graphml/_index.md)**: Apply machine learning to graphs with node + classification and embedding generation, built on GraphSAGE framework. + +- **[Graph Analytics](graph-analytics.md)**: Run algorithms like PageRank, + Connected Components, and more. + +- **[Jupyter Notebooks](notebook-servers.md)**: Launch integrated Jupyter + notebook servers with pre-installed ArangoDB drivers and data science libraries + for interactive experimentation. + +- **[MLflow Integration](reference/mlflow.md)**: Use MLflow as a model registry + for private LLMs and machine learning experiment tracking. + +- **[Triton Inference Server](reference/triton-inference-server.md)**: Host + private Large Language Models using NVIDIA Triton Inference Server for secure, + on-premises AI capabilities. diff --git a/site/content/data-platform/release-notes.md b/site/content/data-platform/release-notes.md index cc3c53b7a2..2dd38f8f65 100644 --- a/site/content/data-platform/release-notes.md +++ b/site/content/data-platform/release-notes.md @@ -6,34 +6,91 @@ description: >- Features and improvements in the Arango Data Platform --- {{< tip >}} -The Arango Data Platform & AI Suite are available as a pre-release. To get -exclusive early access, [get in touch](https://arango.ai/contact-us/) with -the Arango team. +The Arango Data Platform is available as a pre-release. To get exclusive early access, +[get in touch](https://arango.ai/contact-us/) with the Arango team. {{< /tip >}} -## Arango Data Platform +## October 2024 (pre-release) -Introduced in: v3.12.5 +ArangoDB Enterprise Edition: v3.12.6 -The Arango Data Platform is a scalable architecture that offers you all features -of the core ArangoDB database system along with graph-powered machine learning -and AI capabilities as a single solution with a unified interface. Deploy the -Platform on-premise or in the cloud on top of Kubernetes. +This release includes new features and enhancements for the Data Platform web +interface, running with ArangoDB Enterprise Edition v3.12.6. For AI Suite updates +in this release, see [AI Suite Release Notes](../ai-suite/release-notes.md). -To get started, see [Self-host the Arango Data Platform](./get-started.md#self-host-the-arango-data-platform). +### Query Editor -### AI Suite +A new [Query Editor](query-editor.md) has been integrated into the +Arango Data Platform web interface for writing, executing, and managing AQL queries. -The Arango AI Data Platform features dedicated AI and data science services, built upon -the powerful ArangoDB database core. +Key features: -The AI Suite consists of the following components, each featuring an intuitive, -user-friendly interface seamlessly integrated into the Arango Data Platform web interface: -- GraphRAG -- GraphML -- Jupyter Notebooks -- MLflow integration -- Graph Visualizer +- **Tabbed interface**: Work on multiple queries concurrently with side-by-side + query and results views. +- **Query operations**: Run, explain, and profile queries with dedicated buttons + and result history tracking. +- **Saved queries**: Save and share frequently used queries with all users in the + database, persisted across sessions. +- **Query monitoring**: View running queries and slow query logs, with the ability + to kill long-running operations. +- **Flexible viewport**: Drag and drop tabs to reorganize panels horizontally or + vertically. -To learn more, see [AI Suite](../ai-suite/_index.md) -documentation. +### Graph Visualizer enhancements + +The [Graph Visualizer](graph-visualizer.md) has been significantly enhanced with +new visual customization capabilities, improved navigation features, and better +performance for exploring large-scale graphs. + +Key improvements: + +- **Icon assignment**: Assign pictograms to node collections for quick visual + identification of entity types on the canvas. +- **Theme support**: Create and manage multiple themes to highlight different + aspects of graph data, with default themes that automatically color different + collections on the canvas. +- **Shortest path**: Find and visualize the shortest path between two selected + nodes directly on the canvas. +- **Enhanced tooltips**: Hover over nodes and edges to view document IDs and + customizable additional attributes without opening the full properties dialog. +- **Bulk selection**: Select all nodes or edges of a specific type (collection) + from the Legend panel, showing the count of elements per collection. +- **Edge properties view**: View and edit edge properties through a dedicated + properties dialog with Form and JSON editing modes. +- **Attribute-based styling**: Define conditional styling rules based on document + attributes to dynamically color and style nodes and edges (e.g., apply colors + based on genre or other field values). +- **Performance improvements**: Optimized rendering for large graphs with + millions of nodes and edges. + +## July 2024 (pre-release) + +ArangoDB Enterprise Edition: v3.12.5 + +This release marks the initial internal launch of the Arango Data Platform, running with +ArangoDB Enterprise Edition v3.12.5. For AI Suite features in this release, see +[AI Suite Release Notes](../ai-suite/release-notes.md). + +### Arango Data Platform + +The Arango Data Platform is a Kubernetes-native technical infrastructure that +brings together the entire ArangoDB offering into a unified solution. +See [Get Started with the Arango Data Platform](get-started.md). + +What's included: + +- **ArangoDB Enterprise Edition**: Multi-model database foundation supporting + graphs, documents, key-value, vector search, and full-text search capabilities. +- **Graph Visualizer**: Sophisticated web-based interface for interactive graph + exploration, visual customization, and direct graph editing. +- **Arango Platform Suite**: Enterprise-grade features including high availability + and monitoring, comprehensive APIs and connectors, and centralized orchestration + and resource management. +- **Kubernetes orchestration**: Powered by the official ArangoDB Kubernetes + Operator for automated deployment, scaling, and management. +- **Unified web interface**: Single interface for accessing all Platform services + and components. + +The Platform can be extended with the [AI Suite](../ai-suite/_index.md) for +advanced capabilities like GraphRAG, GraphML, Graph Analytics, AQLizer, and more +(requires separate license).