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What’s New RavenDB 7.0
Vector Search & Indexing
RavenDB 7.0 introduces vector search and indexing, enabling advanced semantic and AI-driven queries by storing and comparing vector embeddings. This addition expands RavenDB’s indexing capabilities to cover use cases like semantic search, recommendation engines, and personalized experiences. By analyzing embeddings in vector form, RavenDB can capture subtle relationships between documents or entities, delivering more nuanced search results and enhanced data insights. Meanwhile, its robust architecture ensures high-performance retrieval and scalability for both small and large datasets.
SQL ETL support for Snowflake
RavenDB Snowflake ETL provides direct data transfers from RavenDB to Snowflake: specify a connection string and JS transform script to start the ETL process immediately. It’s ideal for distributed setups, enabling local RavenDB processing of operational data and sending only relevant information to Snowflake for large-scale analytics. Common scenarios include real-time insights at the edge, efficient IoT data handling with centralized analysis, and extracting analytics from operational data to leverage Snowflake’s performance and cost benefits.
ETL to AWS SQS
RavenDB 7.0 expands its ETL features by integrating AWS SQS, a cloud messaging service for communication between application components. This new capability enables seamless interaction with AWS cloud infrastructure. You can define JS scripts to transform documents and enqueue them directly into SQS, simplifying the implementation of reliable messaging patterns in distributed systems. RavenDB’s robust architecture ensures dependable asynchronous delivery and processing.
Revisions View
In Studio, alongside “All Documents,” there is now an “All Revisions” view that shows every revision across all documents or those within a specific collection. You can filter revisions by Collection or Type (Regular or Deleted, the latter created when a document is deleted). Any listed revision can be permanently deleted, and from this view, you can also review their content. This unified overview simplifies inspecting and managing revisions in your database.
