Update dependency RavenDB.Embedded to v7

[dependencyupdates]

ℹ️ Note

This PR body was truncated due to platform limits.

This PR contains the following updates:

Package	Change	Age	Adoption	Passing	Confidence
RavenDB.Embedded (source)	6.2.13 → 7.2.2

---

Release Notes

ravendb/ravendb (RavenDB.Embedded)

v7.2.2

Compare Source

Features

• [AI Agents] Multi-agent conversation support Docs | Guide
• [AI Agents] Attachments handling for conversations Docs | Guide

---

Server

• [AI Agents] Added configurable prompt cache key per AI connection string with provider-specific defaults
• [AI Agents] Added Google Gemini provider support for AI agent conversations
• [AI Agents] Added remote attachment support for GenAI ETL tasks with deferred download and caching
• [AI Agents] Fixed concurrent read of blittable objects using a shared context in test GenAI script functionality which could result in AVE
• [AI Agents] Fixed race condition in GenAI process stop where _longRunningWork could be null, causing incorrect IsRunning state
• [Backup/Restore] Fixed TimeSeriesDeletedRanges not being marked as processed during snapshot backup and restore
• [Bulk Insert] Fixed race condition when writing attachments to the request stream during bulk insert
• [Bulk Insert] Fixed compression stream disposal during bulk insert to ensure final footer bytes are written
• [Certificates] Added ability to disable client certificates while preserving them for later re-enabling
• [Certificates] Fixed authentication to trust the server's own certificate before checking expiration
• [Certificates] Fixed certificate disposal and PKCS12 handling on macOS in SecretProtection and CertificateUtils
• [Certificates] Fixed MAC verification failure during PKCS12 import on macOS
• [Cluster] Fixed _hasMoreTombstones flag not being reset between cleanup iterations in ClusterObserver
• [Corax] Fixed faceted queries with WHERE clause to use indexed path via HashSet intersection and term materialization
• [Corax] Fixed incorrect highlighting terms when using range filters in Corax query builder
• [Databases] Fixed double deletion of database state when removing a node from a database group
• [Debug] Added per-thread IO statistics (IOPS and throughput) to the Threads Runtime debug view on Linux
• [Debug] Added download capability for stack traces from the admin debug endpoint, named with node tag and timestamp
• [Debug] Fixed Raven.Debug path resolution in development environments using hardcoded relative path probing
• [Debug] Fixed IO stats aggregation on the threads view by computing totals client-side from cumulative server counters
• [ETL] Fixed ETL processing failure when encountering unsupported incremental time series by skipping them and alerting on that
• [ETL] Fixed tombstone filtering for artificial documents from OutputReduceToCollection to ensure correct ETL replication
• [ETL] Fixed Raven ETL document ID generation with an empty DocumentIdPostfix to avoid duplicate path separators
• [Indexing] Fixed boolean operators and added implicit bool conversion for DynamicNullObject in static indexes
• [Indexing] Fixed aliasing removal for spatial.distance and corrected dynamic OrderByDistance query generation
• [Indexing] Reduced GC pressure in map-reduce indexing by replacing a redundant HashSet with a bool flag in MapReduceResultsStore and releasing stale transaction references in MapReduceIndexingContext.Dispose
• [Indexing] Added Indexing.Querying.Corax.NullFirst sort option for ORDER BY queries handled by Corax search engine
• [Indexing] Reduced managed memory retention by releasing stale LowLevelTransaction references held by Lucene's per-thread segment reader cache and bloom filters after indexing batches
• [Licensing] Fixed license activation failure on an existing bootstrapped instance
• [Monitoring] Added alert when machine core count significantly exceeds the licensed core limit, indicating potential GC thread contention
• [Monitoring] Added GC metrics (per-kind duration, frequency, pause statistics) to Prometheus monitoring endpoint
• [Monitoring] Fixed IO stats reporting on Linux when the data path contains multi-level symlinks by using realpath() instead of readlink()
• [Patching] Added ability to copy attachments in JavaScript patch scripts
• [Querying] Added now() and today() built-in RQL time functions
• [Querying] Added WHEN conditional expression support in RQL queries
• [Querying] Fixed experimental Lucene caching query feature which resulted in returning invalid query results
• [Performance] Optimized query quest handler by reducing unnecessary async state machine allocations
• [Replication] Fixed TCP connection options resource leak in ShardedIncomingReplicationHandler
• [Revisions] Added support for resuming revision operations from a specified etag
• [Setup] Fixed documentation links in readme files
• [Setup] Improved license key validation, error handling, and Skip license support in Setup Wizard
• [Traffic Watch] Added filtering by request/response size in Traffic Watch view
• [Traffic Watch] Added WithTag query customization and enhanced URL handling in Traffic Watch view
• [Vector Search] Added filtered vector search support in Corax, enabling HNSW approximate and exact similarity searches constrained to a query filter predicate
• [Vector Search] Added meaningful exception when performing vector search with a disabled embeddings generation task
• [Vector Search] Added order by score() support for vector search queries in sharded databases
• [Vector Search] Fixed disposal of nodesIdsToScan allocations in exact vector search
• [Vector Search] Improved HNSW parallel graph build implementation
• [Voron] Fixed incorrect variable usage in IO stats collection for journal and temp buffer paths
• [Voron] Fixed memory corruption during database compaction caused by DynamicKeyIndexes being incorrectly copied
• [.NET] Updated to .NET 10.0.6

---

Client

• [AI Agents] Added DeleteAgent method to the AI operations Client API
• [Client API] Added informative error message when DocumentStore URL does not point to a RavenDB server
• [ETL] Added connection string validation for Azure Queue Storage ETL to prevent storing invalid configuration
• [Session] Added disposal guard in SaveChanges and SaveChangesAsync to prevent execution after DocumentStore is disposed
• [Session] Added OptimisticConcurrencyMode enum with server-side batch change tracking for read entities

---

Studio

• [AI Agents] Added resizable AceEditor and improved AI agent message summary display
• [AI Agents] Improved AI agent parameters UI with type display, validation, and enhanced styling
• [AI Agents] Improved dirty-field tracking in AI agent editor to prevent false unsaved-changes warnings
• [AI Assistant] Improvements to the AI Assistant
• [Certificates] Fixed "About to expire" certificates shown when filtering by "Valid" status
• [Compare Exchange] Fixed compare exchange documentation link to use hashed URL
• [JSON Schema] Added "About this view" help text and tooltip fixes to Document Schema playground
• [JSON Schema] Fixed validator editing and deletion logic in Document Schema view
• [Documents] Fixed delete documents modal to auto-close after operation notification; fixed notification detail lookup under slow network conditions
• [Edit Document] Fixed revision comparison in edit document view to use the latest revision
• [Indexes] Improved bulk index operation confirmation dialogs and index page interactions
• [Ongoing tasks] Added access level messaging and validation for ongoing task creation
• [Replication] Fixed whitespace trimming for replication hub and sink task filter paths
• [Revisions] Fixed AdoptOrphanedRevisions notification
• [Setup] Enhancements and improvements
• [Vector Search] Added ai.task() autocomplete support for embedding generation tasks in RQL query editor

---

Articles

• Applying RavenDB cloud wisdom to Kubernetes Operator

v7.2.1

Compare Source

Server

• [AI Agents] Added manual multi-get requests to Traffic Watch
• [Backup/Restore] Disabled ongoing tasks during snapshot restore
• [Certificates] Properly retrying Let's Encrypt requests
• [Compression] Ensured ZstdStream outputs the end frame properly
• [Corax] Added WriteCompound to the index entry builder
• [Corax] Exposed QueryPlan for scanned facets and timings for indexed facets, while removing unnecessary allocations
• [Corax] Fixed possible IndexOutOfRangeException during internal dictionary and storage updates
• [Corax] Handled empty output from analyzer when indexing a field. This fixes alphanumerical sorting on non existing terms
• [Corax] Optimized Corax queries with NotEquals (!=) operations by avoiding full entries iteration
• [Corax] Prevented marking a part of the query as matched by a compound field when not used to avoid sub-optimal query plans
• [Corax/Voron] Ensured NativeList is not accessed after the Dispose call
• [Corax/Voron] PostingList will now try to merge two pages if one is empty and the other is at least 75% full
• [Databases] Fixed a double deletion issue in DatabasesLandlord
• [ETL] Switched all stop reasons log levels to Debug for ETL processes
• [ETL] Threw an exception on an ETL rename since it never worked correctly
• [GenAI] Cleared stale @​gen-ai-hashes when a document produces no contexts
• [GenAI] Fixed 'Enable conversation documents' option in query tools
• [GenAI] Handled null parameters
• [GenAI] Updated caching to include sample objects
• [Indexes] Ignored errors on specific index compaction to allow entire compaction operation to continue
• [Indexes] Improvements to progress and estimation calculations
• [Indexes] Included JavaScript indexes in unmergables during index merging
• [Licensing] Added ToggleTaskStateCommand to license limit check
• [Logging] Logged ClusterObserver decisions to the server log when Information level is enabled
• [Memory] Introduced a specialized, lightweight method for early Out-Of-Memory checks
• [Notifications] Added endpoint for server notifications access and fixed query string parameters handling
• [Patching] Added attachments delete method to script runner
• [Patching] Added support for partial Web Crypto API (crypto.subtle) and TextDecoder in JavaScript patches
• [Performance] Correctly updated vector acceleration configuration in AdvInstructionSet
• [Performance] Performance improvements to query requests handling
• [Querying] Fixed overflow issue when counting query results for collection queries returning more than 2B results
• [Querying] Threw specific NotSupportedException for all Include types in streaming queries
• [QueueSinks] Added missing check for usage by QueueSinks task when removing a queue connection string
• [Replication] Fixed time-series replication after deletion conflicts
• [Revisions] Ensured the HasRevisions flag is removed when all revisions for a document are deleted
• [Setup] Fixed license activation logic during setup
• [Sharding] Added support for streaming of map-reduce queries in sharded databases
• [Subscriptions] Added support for Regex.IsMatch in a subscription
• [Subscriptions] Improvements to handling of concurrent subscription wait logic under high document write rates
• [.NET] Updated to .NET 10.0.3

---

Client

• [AI Agents] Fixed Handle overload selection for async handlers by changing the existing Handle Task overload to accept Task<TResult> instead of Task<object>. This is a breaking change, but the previous API was effectively wrong (it caused Task<T> handlers to bind to the object overload and treat the Task itself as the response)
• [AI Agents] Stored action responses by toolId (dictionary) and threw on duplicates to enforce one response per tool invocation (prevents accidental AddActionResponse inside Handle / double replies)

---

Studio

• [Backup/Restore] Added AWS session token to restore and backup now
• [ETL] Disabled ETL renames in Studio UI
• [Export] Added node tag to export db file name
• [Icons] Normalized icon sizes and used dynamic import for svgtofont
• [Ongoing Tasks] Enhanced task filtering, access control, and disable reason handling based on database admin permissions
• [Ongoing Tasks] Fixed NRE when switching database on Ongoing Tasks view
• [Setup] Fixes and enhancements to Setup Wizard
• [Styling] Styling adjustments for Document Schema & Remote Attachments

---

Articles

• Production post-mortem: How a Windows Kernel Lock Stalled the .NET GC
• Using RavenDB Queue ETL as Event Outbox
• Redesigning the RavenDB Setup Wizard: A UX Journey to Simplicity

v7.2.0

Compare Source

Features

• [AI] AI Assistant. Docs
• [Attachments] Remote attachments. Docs | Guide
• [JSON] Schema validation. Docs | Guide

---

Server

• This version contains same set of changes as RavenDB 7.1.6
• [.NET] Updated to .NET 10.0.2

---

Articles

• Why your database architecture is your first line of defense
• Begin analysis with OLAP ETL

v7.1.8

Compare Source

Server

• [AI Agents] Fixed concurrent read of blittable objects using a shared context in test GenAI script functionality which could result in AVE
• [AI Agents] Fixed race condition in GenAI process stop where _longRunningWork could be null, causing incorrect IsRunning state
• [Backup/Restore] Fixed TimeSeriesDeletedRanges not being marked as processed during snapshot backup and restore
• [Bulk Insert] Fixed race condition when writing attachments to the request stream during bulk insert
• [Bulk Insert] Fixed compression stream disposal during bulk insert to ensure final footer bytes are written
• [Certificates] Fixed certificate disposal and PKCS12 handling on macOS in SecretProtection and CertificateUtils
• [Certificates] Fixed MAC verification failure during PKCS12 import on macOS
• [Cluster] Fixed _hasMoreTombstones flag not being reset between cleanup iterations in ClusterObserver
• [Corax] Fixed faceted queries with WHERE clause to use indexed path via HashSet intersection and term materialization
• [Corax] Fixed incorrect highlighting terms when using range filters in Corax query builder
• [Databases] Fixed double deletion of database state when removing a node from a database group
• [Debug] Added per-thread IO statistics (IOPS and throughput) to the Threads Runtime debug view on Linux
• [Debug] Added download capability for stack traces from the admin debug endpoint, named with node tag and timestamp
• [Debug] Fixed Raven.Debug path resolution in development environments using hardcoded relative path probing
• [Debug] Fixed IO stats aggregation on the threads view by computing totals client-side from cumulative server counters
• [ETL] Fixed tombstone filtering for artificial documents from OutputReduceToCollection to ensure correct ETL replication
• [ETL] Fixed Raven ETL document ID generation with an empty DocumentIdPostfix to avoid duplicate path separators
• [Indexing] Fixed boolean operators and added implicit bool conversion for DynamicNullObject in static indexes
• [Indexing] Fixed aliasing removal for spatial.distance and corrected dynamic OrderByDistance query generation
• [Indexing] Reduced GC pressure in map-reduce indexing by replacing a redundant HashSet with a bool flag in MapReduceResultsStore and releasing stale transaction references in MapReduceIndexingContext.Dispose
• [Indexing] Reduced managed memory retention by releasing stale LowLevelTransaction references held by Lucene's per-thread segment reader cache and bloom filters after indexing batches
• [Licensing] Fixed license activation failure on an existing bootstrapped instance
• [Monitoring] Added alert when machine core count significantly exceeds the licensed core limit, indicating potential GC thread contention
• [Monitoring] Fixed IO stats reporting on Linux when the data path contains multi-level symlinks by using realpath() instead of readlink()
• [Querying] Fixed experimental Lucene caching query feature which resulted in returning invalid query results
• [Performance] Optimized query quest handler by reducing unnecessary async state machine allocations
• [Replication] Fixed TCP connection options resource leak in ShardedIncomingReplicationHandler
• [Revisions] Added support for resuming revision operations from a specified etag
• [Setup] Fixed documentation links in readme files
• [Setup] Improved license key validation, error handling, and Skip license support in Setup Wizard
• [Vector Search] Added filtered vector search support in Corax, enabling HNSW approximate and exact similarity searches constrained to a query filter predicate
• [Vector Search] Fixed disposal of nodesIdsToScan allocations in exact vector search
• [Voron] Fixed incorrect variable usage in IO stats collection for journal and temp buffer paths
• [.NET] Updated to .NET 8.0.26

---

Client

• [AI Agents] Added DeleteAgent method to the AI operations Client API
• [Client API] Added informative error message when DocumentStore URL does not point to a RavenDB server
• [ETL] Added connection string validation for Azure Queue Storage ETL to prevent storing invalid configuration
• [Session] Added disposal guard in SaveChanges and SaveChangesAsync to prevent execution after DocumentStore is disposed

---

Studio

• [Certificates] Fixed "About to expire" certificates shown when filtering by "Valid" status
• [Compare Exchange] Fixed compare exchange documentation link to use hashed URL
• [Documents] Fixed delete documents modal to auto-close after operation notification; fixed notification detail lookup under slow network conditions
• [Edit Document] Fixed revision comparison in edit document view to use the latest revision
• [Indexes] Improved bulk index operation confirmation dialogs and index page interactions
• [Ongoing tasks] Added access level messaging and validation for ongoing task creation
• [Replication] Fixed whitespace trimming for replication hub and sink task filter paths
• [Revisions] Fixed AdoptOrphanedRevisions notification
• [Setup] Enhancements and improvements

---

Articles

• Applying RavenDB cloud wisdom to Kubernetes Operator

v7.1.7

Compare Source

Server

• [AI Agent] Added manual multi-get requests to Traffic Watch
• [Backup/Restore] Disabled ongoing tasks during snapshot restore
• [Certificates] Properly retrying Let's Encrypt requests
• [Compression] Ensured ZstdStream outputs the end frame properly
• [Corax] Added WriteCompound to the index entry builder
• [Corax] Fixed possible IndexOutOfRangeException during internal dictionary and storage updates
• [Corax] Handled empty output from analyzer when indexing a field. This fixes alphanumerical sorting on non existing terms
• [Corax] Optimized Corax queries with NotEquals (!=) operations by avoiding full entries iteration
• [Corax] Prevented marking a part of the query as matched by a compound field when not used to avoid sub-optimal query plans
• [Corax/Voron] Ensured NativeList is not accessed after the Dispose call
• [Corax/Voron] PostingList will now try to merge two pages if one is empty and the other is at least 75% full
• [Databases] Fixed a double deletion issue in DatabasesLandlord
• [ETL] Switched all stop reasons log levels to Debug for ETL processes
• [ETL] Threw an exception on an ETL rename since it never worked correctly
• [GenAI] Cleared stale @​gen-ai-hashes when a document produces no contexts
• [GenAI] Fixed 'Enable conversation documents' option in query tools
• [GenAI] Handled null parameters
• [Indexes] Ignored errors on specific index compaction to allow entire compaction operation to continue
• [Indexes] Improvements to progress and estimation calculations
• [Indexes] Included JavaScript indexes in unmergables during index merging
• [Licensing] Added ToggleTaskStateCommand to license limit check
• [Logging] Logged ClusterObserver decisions to the server log when Information level is enabled
• [Memory] Introduced a specialized, lightweight method for early Out-Of-Memory checks
• [Notifications] Added endpoint for server notifications access and fixed query string parameters handling
• [Performance] Correctly updated vector acceleration configuration in AdvInstructionSet
• [Performance] Performance improvements to query requests handling
• [Querying] Fixed overflow issue when counting query results for collection queries returning more than 2B results
• [Querying] Threw specific NotSupportedException for all Include types in streaming queries
• [QueueSinks] Added missing check for usage by QueueSinks task when removing a queue connection string
• [Revisions] Ensured the HasRevisions flag is removed when all revisions for a document are deleted
• [Setup] Fixed license activation logic during setup
• [Sharding] Added support for streaming of map-reduce queries in sharded databases
• [Subscriptions] Added support for Regex.IsMatch in a subscription
• [Subscriptions] Improvements to handling of concurrent subscription wait logic under high document write rates
• [.NET] Updated to .NET 8.0.24

---

Studio

• [Backup/Restore] Added AWS session token to restore and backup now
• [ETL] Disabled ETL renames in Studio UI
• [Export] Added node tag to export db file name
• [Icons] Normalized icon sizes and used dynamic import for svgtofont
• [Ongoing Tasks] Enhanced task filtering, access control, and disable reason handling based on database admin permissions
• [Ongoing Tasks] Fixed NRE when switching database on Ongoing Tasks view
• [Setup] Fixes and enhancements to Setup Wizard

---

Articles

• Production post-mortem: How a Windows Kernel Lock Stalled the .NET GC
• Using RavenDB Queue ETL as Event Outbox
• Redesigning the RavenDB Setup Wizard: A UX Journey to Simplicity

v7.1.6

Compare Source

Features

• [Setup Wizard] Revamped the Setup Wizard with improved UI/UX

---

Server

• [AI] Added the value to documents in @embeddings-cache collection to aid in debugging
• [AI] ChatCompletionClient now supports reasoning_content from LM Studio
• [AI] Fixed streaming for surrogate characters
• [AI] Handled 502 Bad Gateway responses in ChatCompletionClient without triggering JSON parsing errors
• [AI/Indexing] Added support for loading embeddings generated from other collections via LoadVector
• [Audit Log] Normalized audit logging for better consistency
• [Backup] Added a configuration option Security.Backup.RestrictExternalScriptUsageForNonClusterAdmin to restrict external script usage for non-cluster admins
• [Backup] Used the current time as the default value for backup status if no backup has been performed
• [Backup/Restore] Fixed an issue where restoring a snapshot with SkipIndexes set to true would incorrectly restore the indexes folder
• [Logging] Reduced log noise of Bulk Insert operations by changing specific logs to debug level
• [Certificates] Ensure the sign byte for the serial number is positive
• [Configuration] Fixing issue that ForceUsing32BitsPager configuration didn't affect PulseReadTransactionLimit and MaxTxSize
• [Corax] Added support for the In() method in search highlighting
• [Corax] Fixed In query behavior when handling empty lists
• [Querying] Ignored the score function of VectorSearch when the method is not evaluated
• [Corax] Introduce DocumentEntryId to strictly type document entry IDs and prevent internal storage layer confusion
• [HTTP] Configured internal server calls to use HTTP/2 prior-knowledge when running in unsecured HTTP/2 environments
• [Import/Export] CSV Export will now correctly quote string identifiers
• [Indexing] Fixed an issue preventing index creation for collections containing a dot in their name
• [Indexing] Fixed stale cache state in Lucene's TermInfosReader during transaction rollbacks which caused IndexOutOfRangeException
• [Indexing] Removed failed entries from the Lucen's cache on generation errors to allow retries
• [Monitoring] Reimplemented the requests per second meter to provide more accurate rate calculations
• [Operations] Implemented /admin/debug/operations/max-running endpoint for debugging
• [Querying] Dynamic index exact InQuery will now correctly use ExactField
• [Querying] Fixed case-insensitive parsing for the timeseries keyword
• [Replication] Fixed connection timeouts during slow batch preparation and improved batch interruption logic
• [Replication] Fixed tombstone cleanup blockage on passive External Replication nodes
• [Replication] Reduced log noise by de-escalating certain warnings to debug level
• [Sharding] Ensured the correct topology is used during license checks
• [Sharding] Fixed an issue with resharding where data could not be moved correctly
• [Sharding] Fixed import with attachments to sharded database
• [SNMP] Fixed ServerLicenseExpirationLeft to match the expiration date displayed in the Studio
• [Time Series] Fixed aggregation logic on time series boundaries
• [Tools] Added 1EKU support to the rvn put-client-certificate command
• [Voron] Fixed page allocation cleanup when deleting tables
• [.NET] Updated to .NET 8.0.23

---

Client

• [Changes API] Fixed race conditions where registering on a disposed Changes API could cause duplicate changes or errors

---

Studio

• [AI] Added Send to model functionality to the Edit AI Agent view
• [Client Configuration] Fixed the tooltip for "Identity Parts Separator"
• [Common] Fixed a bug in FileDropzone that caused unnecessary updates
• [Layout] Removed the back button from the sidebar menu
• [Layout] Updated z-index for the About view dropdown

---

Articles

• Why your database architecture is your first line of defense
• Begin analysis with OLAP ETL

v7.1.5

Compare Source

Features

• [Dashboard] Added Database Notifications Summary widget to the Cluster Dashboard

Server

• [AI] Abstracted AI error handling and refactored ChatCompletionClient settings
• [AI] Added ability to pass agent parameters to GenAI tasks
• [AI] Added support for tracing and expiration in GenAI execution
• [AI] Added validation for mandatory fields in GenAI configuration
• [AI] Added validation on message JSON form and debug info in ChatCompletionClient
• [AI] Added validation to ChunkingOptions in EmbeddingsGenerationConfiguration
• [AI] Added validation to EmbeddingsTransformation
• [AI] Changed AI usage token counts to use long to prevent integer overflow
• [AI] Enriched HttpOperationException with response content for Embedding Generations failures
• [AI] Fixed comparison logic for Embeddings Generation configuration
• [AI] Fixed failure in "Generate context objects" step for GenAI Tasks
• [AI] Fixed GenAI expiration update
• [AI] Fixed NullReferenceException in GenAI when a document is deleted between model call and update
• [AI] Handled Azure OpenAI refusal format
• [AI Agents] Added support for Artificial Actions and Responses
• [AI Agents] Added support for disabling AI Agents
• [AI Agents] Included the full query in the "Exceeded Token Threshold" alert
• [Backup/Restore] Ignore license validation for disabled features when restoring a database
• [Backup/Restore] Restore fails on ongoing tasks that are unsupported by the license instead of disabling them
• [Cluster] Reintroduced HardResetToPassive method to be available in Admin JS console
• [Cluster] Retrieve database names from the cluster storage instead of the online databases cache
• [Cluster] Skipped rehab checks when deleting the entire database
• [Compare Exchange] Return index 0 when deleting a non-existent compare exchange
• [Configuration] Added new configuration options for HTTP/2: Http.Http2.Profile, Http.Http2.LatencyHint and expert option to configure windows and frame sizes
• [Corax] Adjusted memoization match retrieval to evaluate the Fill method first
• [Corax] Applied Min instead of Sum for duplicates in MultiVectorSearch query distance calculation
• [Corax] Ensured container IDs and entry IDs cannot be mixed
• [Corax] Improved exception message in IndexEntryBuilder for invalid vector operations
• [Corax] Set the maximum number of OrderBy statements to 16
• [Corax] VectorSearch results are now sorted and deduplicated in SortingMatch
• [Dashboard] Clarified that syscr and syscw represent the number of read/write syscalls, not IOPS, in Thread Info
• [Database] Fixed the calculation of additional database idle time
• [ETL] Added license validation for Snowflake ETL
• [ETL] Fixed SqlException when using dots in field names defined in an ETL script
• [Import/Export] Fixed enum overflow causing import/export to ignore unchecked items
• [Indexing] Added configuration to force the use of the default search analyzer for dynamic fields
• [Indexing] Added support for optional chaining and template literals in JS indexes and queries
• [Indexing] Fixed index type assignment for test indexes
• [Indexing] Fixed regression issue with missing pointer update in optimized index reference processing for MultiTree in the storage
• [Querying] Fixed NullReferenceException when handling null values in queries with loads
• [Replication] Fixed handling of silent connection drops in Pull Replication Sink
• [Replication] Throwing exceptions on attempt to use forbidden methods in conflict resolution script
• [Revisions] Fixed revisions count calculation after restoring an incremental backup
• [Security] Fixed AccessViolationException on encrypted database queries by clearing the loaded documents cache during pulsed transactions
• [Server] Avoided cloning nested blittable objects inside BlittableJsonReaderArray.Clone
• [Setup] Fixed incorrect path generated in settings.json after setup when using Setup.Certificate.Path option
• [Setup] Fixed secure setup package creation
• [Setup] Stopped using the EphemeralKeySet flag to fix setup on MacOS
• [System] Fixed incorrect CPU usage calculation on machines with more than 64 cores
• [Voron] Ensure we cannot mix container ids and entry ids
• [Voron] Fixed vectorized version of DistanceToScore in HNSW graphs
• [Voron] Optimization: Removed ReadResult in favor of Tree.TryRead
• [Voron] Validated blittable data before reading it in Voron.Recovery
• [.NET] Updated to .NET 8.0.22

---

Client

• [Indexing] Added support for MemoryExtensions.Contains and MemoryExtensions.ContainsAny in index definitions
• [Querying] Fixed failing on queries with MemoryExtensions.ContainsAny
• [Revisions] Fixed "revert revision" behavior after loading revisions and then saving changes
• [Session] SessionInfo now exposes the database name

---

Studio

• [AI] Updated tooltips for Temperature and Thinking mode in Ollama settings
• [AI Agents] Added query tool and tracing support to GenAI task view
• [Client Configuration] Fixed description for "Identity parts separator"
• [Dashboard] Fixed icon for GenAI on Cluster Dashboard
• [Databases] Fixed z-index and scrolling issues in the Databases view
• [Edit Document] Adjusted binding to respect fullscreen editor state
• [Edit Document] Fixed z-index handling for the fullscreen editor
• [Embeddings] Fixed validation and dirty flag in Embeddings Generation view
• [Indexes] Added title tags to properties-label and disabled Dimensions when Text is selected in Edit Index view
• [Revisions] Clarified labels in Revisions settings
• [Studio] Fixed notifications in the Delete Documents modal
• [Studio] Fixed tooltip and popover z-indices in Create Connection String modal
• [Tombstones] Updated columns in the Tombstones view

Articles

• RavenDB Ansible Collection: New Features (12/25)
• Feed Elasticsearch from your RavenDB
• Master RavenDB: Indexing Staleness
• Set up RavenDB Server using AWS Marketplace

v7.1.4

Compare Source

Server

• [AI Agents] Added support for passing an array of prompts to a conversation
• [AI Agents] Ensured query tool execution uses proper authentication
• [AI Agents] Implemented chat summarization mid-conversation and limited repeated tool usage
• [Audit Log] Added audit logging for index management operations (start, stop, set lock mode, set priority)
• [Audit Log] Used X509Certificate2.GetDisplayName() instead of Subject for more readable audit log messages
• [Certificates] Fixed subject creation for cluster communication certificates in 1-EKU certificate setup without a common name
• [Certificates] Removed BouncyCastle dependency and in favour of build-in .NET certificates generation mechanisms
• [Cluster] Fixed log level for ConfirmServerCertificateReplacedCommand to be Debug level instead of Error
• [Core] Optimized CancellationToken usage
• [Corax] Ensured TermsReader is available for map-reduce queries that require paging
• [Corax] Fixed showing Index Entries for indexes using vectors
• [Corax] Implemented entry deduplication within Corax to improve deep pagination and correctness of results
• [Corax] Refactored IndexWriter and fixed handling of text-only terms being marked as numeric
• [Data Archival] Fixed replication of unarchived documents
• [Databases] Fixed regression issue that made databases were not unloaded correctly when when idle
• [Documents] Improved handling of VoronConcurrencyErrorException during patch operations doing put() for document ID ending with "/"
• [Documents] Optimized document get handlers by reducing async allocations
• [ETL/Backups] Ensured ETL configuration data is included in backups
• [Embeddings Generation] Ensured the EmbeddingsGenerator correctly uses flags and cancellation tokens
• [Indexing / Memory] Improved memory usage in Lucene by reducing number of allocated object and using native memory to reduce LOH utilizaiton
• [Indexing] Added support for RavenVector in JavaScript indexes
• [Indexing] Optimized index reference processing by using bulk updates for MultiTree in the storage
• [Licensing] Enforced license limits for server-wide client configuration
• [Licensing] Will now skip license checks for features that are disabled
• [Logging] Fixed download in in Logs on Disk section
• [Memory] Increased the number of inactive handlers based on the total handler count to improve low-memory behavior
• [Monitoring] Fixed Open Telemetry feature usage alert
• [Querying] Will now throw an exception if a filter clause is used in a DeleteByQuery or PatchByQuery operation
• [Replication] Improved memory management in document replication
• [Replication] Refactored outgoing replication logic for better scoping and resource management
• [SNMP] Added 'Available Memory For Processing %' to SNMP (OID 1.6.14)
• [Subscriptions] Ensuring c.'@​metadata'.'@​refresh' == null works for subscriptions
• [TestDriver / Embedded] Implemented StopServerAsync
• [Time Series] Fixed rollup calculations when a segment edge aligns perfectly with the aggregation
• [.NET] Updated to .NET 8.0.21

---

Client

• [AI Agents] Exposed AI usage and token counts in conversation results
• [AI Agents] Fixed a query string parameter issue in DeleteAiAgentOperation
• [Client API] Added a polyfill for TaskCompletionSource
• [Compression] Switched to Gzip compression by default on Windows Arm32/Arm64
• [Replication] Added useServerCertificate parameter to UpdatePullReplicationAsSinkOperation

---

Studio

• [AI Agents] Added a notification for when an agent exceeds its token threshold
• [AI Agents] Added an "Advanced" section to the query tool and support for array-based prompts
• [AI Agents] Fixed a z-index issue with the agent test panel
• [AI Agents] Fixed an issue with multiple parameters in the query test tool
• [Cluster Debug] Fixed UI display issues for the Blue theme
• [Compare Exchange] Fixed an issue with cloning compare exchange items
• [Documents] Added a 'Require typed confirmation' toggle to the delete documents dialog
• [Edit Document] Fixed layering issues in the document editor's fullscreen mode
• [Edit Document] Fixed z-index issue for fullscreen editor when using a Developer license
• [Embeddings Generation] Updated the tooltip for "Overlap Tokens"
• [Import/Export] Added AI Agents to the import/export options
• [Indexes] Disabled side-by-side index reset for map-reduce indexes that have an output collection
• [Studio] Adjusted main menu layout for smaller screen resolutions
• [Studio] Fixed compression handling for Studio static files
• [Studio] Replaced the notifications icon
• [Thread Info] Showing I/O stats per thread in the advanced threads runtime view

---

Articles

• On CVE-2025-55315: Security Assessment
• RavenDB & Global Changes in Let's Encrypt
• Unlock RavenDB GenAI potential with attachments
• Build vs. Buy: The Real Cost of Adding AI Agents to Your Application
• Employing Data Archival
• Set up Zabbix Monitoring for RavenDB Cloud

v7.1.3

Compare Source

Features

• [GenAI] Added support for image and document attachments in Gen AI tasks
• [Embeddings Generation] Added support for Google Vertex AI as an embeddings provider

Server

• [AI Agents] Added ProjectId and OrganizationId to all OpenAI requests
• [AI Agents] Added Temperature setting for OpenAI and Azure OpenAI
• [AI Agents] Added support for Azure OpenAI
• [AI Agents] Added support for OpenRouter via the OpenAI compatible API
• [AI Agents] Implemented server-side streaming for AI Agent responses
• [AI Agents] Utilized a new request handler for queries within AI Agents
• [Audit Log] Fixed audit log entry for DeleteByQuery and PatchByQuery operations to correctly log the query
• [Audit Log] Fixed logging on connection closed
• [Backup] Fixed an issue that caused restoring an encrypted backup to fail if audit logging was enabled
• [Backup] Fixed listing of AWS S3 restore points
• [Backup] Improved next backup time calculation for missed schedules
• [Backup] Refactored backup status reporting to be stored locally on each node and consolidated by the cluster observer
• [Backup/Restore] Added Max Read Operations Per Second option to backup, restore, import, and export operations
• [Certificates] Added AcmeRenewalThresholdPercentage configuration option to control the automatic server certificate renewal threshold (default 30%)
• [Certificates] Added support for server certificates with only a Server Authentication EKU
• [Certificates] Generated client certificates for pull replication with client EKU
• [Cluster] Added Cluster.FullReportIntervalInMin configuration option to force sending a full cluster node status report periodically (default 5 minutes)
• [Corax] Enhanced the binary match query builder for more complex query combinations
• [Corax] Improved indexing performance by processing posting lists and lookup trees separately
• [Counters] Fixed an issue in the counters repair task related to context disposal
• [Debug] Added periodic backup information to the debug package
• [Debug] Added the total allocated to the allocations event listener event
• [Debug] Fixed Debug Package information output for sharded databases
• [Documents] Improved handling of document IDs with non-ASCII and escaped characters, including a tool to clean corrupted IDs
• [Embeddings Generation] Added OverlapTokens option to paragraph-based text chunking for embeddings generation
• [Embeddings Generation] Improved reliability of the embeddings generation
• [GenAI] Fixed exception handling in Gen AI tasks
• [GenAI] Refactored the message format for Generative AI chat
• [Indexes] Changed index idling to be based on time since last query instead of an in-memory value
• [Indexes] Corax search engine indexes are now skipped during a database compact operation
• [Indexes] Fixed index name replacement in the 'Test Index' feature to avoid substring conflicts
• [Licensing] Fixed subscription count calculation for licensing when database keys are missing
• [Memory] Improved unmanaged memory management for stream operations to reduce allocations
• [Operations] Added an endpoint to restart a single database
• [PAL] Improved accuracy of storage and memory calculations on macOS
• [Performance] Optimized XXHash implementation using AVX-512 instructions where available
• [Performance] Optimized load document handler to reduce async calls and memory allocations
• [Querying] Allowed vector search on fields populated by an Embeddings Generation task
• [Querying] Ensured read transactions for streaming queries are disposed of explicitly to prevent leaks
• [Setup] Using just a file name in Security.Certificate.Path during the Setup Wizard
• [Smuggler] Increased the maximum number of statements allowed when validating smuggler transformation scripts
• [SNMP] Added SNMP endpoints for machine load average (1m, 5m, 15m)
• [Time Series] Fixed restoring of incremental time series with dead values
• [Tools] Allowed trusting server certificates with a single server authentication EKU via the rvn tool
• [Voron] Fixed a race condition where the oldest active transaction could report a non-zero value when no transactions were active
• [Voron] Optimized compression buffer handling for encrypted databases to reduce disk I/O
• [.NET] Updated to .NET 8.0.20

---

Client

• [AI Agents] Added Receive to the AI conversation API to process tool calls without automatically closing them
• [AI Agents] Added options to AI Agent queries, including running them on conversation start
• [AI Agents] Added support for streaming responses from AI Agents
• [AI Agents] AI Agent conversations will now throw an exception by default for unexpected tool actions and provide an event to override this behavior
• [Conventions] Added the FindPropertyNameForIndexDefinition convention to customize property name resolution during index creation
• [Session] Ensured session.Advanced.HasChanges correctly reflects metadata-only changes
• [Subscriptions] Ensured subscription sessions respect the PreserveDocumentPropertiesNotFoundOnModel convention

---

Studio

• [AI Agents] Added a display for total token usage in conversations
• [AI Agents] Added a resizable and pinnable test panel in the 'Edit AI Agent' view
• [AI Agents] Added collapsible sections to the 'Edit AI Agent' view
• [AI Agents] Added links to related conversations
• [AI Agents] Added UI warnings for modified or deleted conversation documents
• [AI Agents] Improved styling for the AI Agents views
• [AI Agents] Model types are now filtered based on the selected AI provider
• [AI Agents] The chat form is now correctly reset when starting a new conversation
• [Databases] Improved performance of the databases view by adding list virtualization
• [Edit Document] The @archived metadata property is now correctly removed when cloning a document
• [Index View] The selected search engine type is now passed to the 'Test Index' feature
• [Licensing] Adjusted the display of license information for RavenDB Cloud
• [Licensing] The license modal will now be shown when trying to access unavailable AI features
• [Ongoing Tasks View] Redesigned the 'Add New Ongoing Task' view for an improved user experience
• Autocomplete form components will now show all options on the initial click
• Fixed the disabled state for autocomplete form components
• Updated the date examples in Data Archival, Expiration, and Refresh views to use a future date

Articles

• How to query using RavenDB and ASP.NET Core 9
• Practical Look at AI Agents with RavenDB
• AI Image Search with RavenDB
• Master RavenDB: Spotting red flags in index definitions

v7.1.2

Compare Source

Features

• [AI Agents] Added new feature Docs

Server

• [AI] OnnxRuntime is now initialized lazily to prevent errors on unsupported processors
• [Backup] Fixed an exception when enabling the CompressAllCollections setting
• [Backup/Restore] License configuration is now validated before a restore operation
• [Cluster] Fixed an issue with updating cluster node status reports for maintenance supervision
• [Data Archival] Cloning an archived document will now correctly drop the @archived metadata flag
• [Data Archival] The @archive-at metadata property is now correctly handled in patch test results
• [Data Archival] Ensure that '@​archived' metadata flag can be removed only by using 'archived.unarchive' patch method
• [Debug] Added /databases/*/notifications endpoint to the debug package
• [Licensing] Fixed an issue where some license attributes were not correctly validated by the cluster
• [Logging] Fixed logging for CertificateExecTimeout if an executable won't exit in a given timeout
• [Memory] Optimized memory usage in the storage engine by using unmanaged allocations for streams, reducing LOH pressure
• [Monitoring] Exposed the number of open file descriptors in SNMP
• [Operations] DeleteByQuery for collection queries will now correctly process all matching documents instead of only the first 1024
• [Server] Fixed a potential read transaction hang causing accumulation of temp files
• [Server] Fixed a race condition in deferrable timeouts
• [.NET] Updated to .NET 8.0.18

---

Client

• [Includes] Improved the error message when registering includes for an entity that is not tracked

---

Studio

• [Client Configuration] Fixed handling of client configuration overrides when the server-wide configuration is disabled
• [Connection Strings] Improved form submission handling for AI Connection Strings
• [Edit Document] Fixed layering issues in the document editor's fullscreen mode
• [Embeddings Generation] Added a connection test button for AI services in the Embeddings Generation task editor
• [Indexes] Added the ability to filter the indexes list by search engine type
• [Indexes] Fixed an issue where non-existent indexing configuration options could cause errors
• [Themes] Fixed editor colors for various UI themes

v7.1.1

Compare Source

Server

• [Backup] Server-wide tasks are now correctly skipped when restoring from a snapshot
• [Cluster] Fixed an issue where a node with a database in a "Loading" state could be incorrectly considered for promotion
• [Corax] Improved memory allocation tracking for NativeList by refining size and maximum capacity monitoring
• [Corax] Fixed a server crash that could occur when splitting pages due to the use of a removed compact key
• [Corax] Added the ability to cancel an in-progress "Commit" operation
• [Corax] Improved performance when indexing large datasets
• [Database] Escaped the database name in the Database-Missing header to prevent errors with characters not allowed in HTTP headers
• [GenAI] Stats enhancements
• [GenAI] Added ability to set and get a change vector of a document that will be processed next
• [Import/Export] Added definitions of EmbeddingsGenerations and AiConnectionStrings as default items to export / import
• [Indexing] Fixed dynamic returns detection for JS map indexes syntax
• [Indexing] Prevented an exception from being thrown when attempting to start an index that is already running
• [Logging] Reduced excessive logging of failures during disk stats checks
• [Logging] Resolved a Traffic Watch issue that could disrupt certain queries
• [Logging] Optimized subscription logging by reducing string allocations
• [Logging] Improvements to Audit Log when doing import/export
• [Logging] PostgreSQL calls are now visible in Traffic Watch
• [Logging] Added logging for high-latency requests (over 30 seconds) and large response sizes (over 16MB)
• [Logging] Added Logs.FileName and Security.AuditLog.FileName configuration options
• [Replication] Added a debug endpoint for finding missing attachments
• [Vector Search] Performance optimizations
• [Vector Search] Optimization of Tensor Primitives on CPU
• [Vector Search] Vectors exposed as index terms in base64
• [Voron] Fixed an issue with the Storage Report for vector indexes
• [.NET] Updated to 8.0.17

---

Client

• [Exceptions] Improved the deserialization of LicenseLimitException
• [HiLo] Added additional overloads to IHiLoIdGenerator
• [Indexes] Unified behavior of IndexCreation.CreateIndexesAsync and DocumentStore.ExecuteIndexesAsync

---

Studio

• [Atomic Guards] Added the ability to delete an Atomic Guard.
• [Atomic Guards] Added an informational warning that is displayed when editing an Atomic Guard.
• [Certificates] Adjusted colors and icons for certificate database permissions for better clarity.
• [Certificates] Replaced the "Regenerate" button with a "Clone" button to better reflect its function.
• [Client Configuration] Apply client configuration properties based on enabled flags
• [Custom Sorters/Analyzers] The license warning is no longer displayed before saving Custom Sorters or Analyzers
• [Data Archival Settings] Added a UI toggle for the MaxItemsToProcess setting
• [Documents] Added a confirmation checkbox to the "Delete All Documents" operation to prevent accidental data loss
• [Edit Document] The "Copy document ID" button in the document editor is now always visible
• [Embeddings Generation] Added info about Quantization + other tooltips
• [Indexes] Improved pause/resume indexing in databases view

v7.1.0

Compare Source

Features

• [GenAI] added new feature. Docs | Guide

---

Server

• this version contains same set of changes as RavenDB 7.0.4

v7.0.9

Compare Source

Server

• [AI] Enriched HttpOperationException with response content for Embedding Generations failures
• [Backup/Restore] Ignore license validation for disabled features when restoring a database
• [Backup/Restore] Restore fails on ongoing tasks that are unsupported by the license instead of disabling them
• [Cluster] Reintroduced HardResetToPassive method to be available in Admin JS console
• [Cluster] Retrieve database names from the cluster storage instead of the online databases cache
• [Cluster] Skipped rehab checks when deleting the en

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