kernel-memory

What's Changed

• Add support for SQL Server Vector Search by @marcominerva in https://github.com/microsoft/kernel-memory/pull/722
• Honor retry delay on Azure/OpenAI status codes 429 and 503 by @dluc in https://github.com/microsoft/kernel-memory/pull/795

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.74.240919.1...packages-0.75.240924.1

What's Changed

• README update by @dluc in https://github.com/microsoft/kernel-memory/pull/780
• Update azure.md by @setuc in https://github.com/microsoft/kernel-memory/pull/778
• Fix evaluations and test set generation to use json_object output format from LLMs by @kbeaugrand in https://github.com/microsoft/kernel-memory/pull/787
• grammar mistake in architecture.md by @cherchyk in https://github.com/microsoft/kernel-memory/pull/790
• Upgrade packages, fix issue with OpenXml by @dluc in https://github.com/microsoft/kernel-memory/pull/792
• Bump google-protobuf from 3.25.1 to 3.25.5 in /docs by @dependabot in https://github.com/microsoft/kernel-memory/pull/791

New Contributors

• @setuc made their first contribution in https://github.com/microsoft/kernel-memory/pull/778

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.73.240906.1...packages-0.74.240919.1

What's Changed

• Fix for mongo Atlas vector index referencing fields that do not exist by @walexee in https://github.com/microsoft/kernel-memory/pull/762
• Packages and config upgrades by @dluc in https://github.com/microsoft/kernel-memory/pull/773
• Add disposal of NpgsqlDataSource after opening connection by @marcominerva in https://github.com/microsoft/kernel-memory/pull/771
• Misc dev improvements by @dluc in https://github.com/microsoft/kernel-memory/pull/774

New Contributors

• @walexee made their first contribution in https://github.com/microsoft/kernel-memory/pull/762

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.72.240904.1...packages-0.73.240906.1

What's Changed

• Bump rexml from 3.3.3 to 3.3.6 in /docs by @dependabot in https://github.com/microsoft/kernel-memory/pull/754
• Adding support for Azure Developer CLI (AZD) by @cherchyk in https://github.com/microsoft/kernel-memory/pull/751
• Documentation for Azure Deployment by @cherchyk in https://github.com/microsoft/kernel-memory/pull/741
• Cost Updates in documentation by @cherchyk in https://github.com/microsoft/kernel-memory/pull/761
• Ollama connector by @dluc in https://github.com/microsoft/kernel-memory/pull/770

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.71.240820.1...packages-0.72.240904.1

What's Changed

• Upgrade dependencies and fix code style by @dluc in https://github.com/microsoft/kernel-memory/pull/748

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.70.240803.1...packages-0.71.240820.1

Changes:

• 9b63662ed706e42ca4eb7c137ca0de60460e163e Update Directory.Build.props
• e73a7c7f758fd38eb5e3ebddf83ead5f6b0d7f4f Bump rexml from 3.2.8 to 3.3.3 in /docs (#728)
• 75c80e16e3d06616b8db72b3601c3edbfcda4ed0 Azure Bicep template: add network isolation (#729)
• 6c092a930668fece582ac1cfc39c8e3040188f0c Fix transaction problem in SQL Server Memory DeleteAsync method (#712)
• a08b72699bc1ef00403ae26a6fb47c2c03195bb8 Add functional test for MSSQL (#718) [ #712 ]

This list of changes was auto generated.

What's Changed

• health probe by @cherchyk in https://github.com/microsoft/kernel-memory/pull/715
• Add health probe only when web service is running by @dluc in https://github.com/microsoft/kernel-memory/pull/719
• Potgres: add explicit call to disconnect by @dluc in https://github.com/microsoft/kernel-memory/pull/720

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.68.240722.1...packages-0.69.240727.1

What's Changed

• Updated microsoft ML tokenizer to latest beta. by @alkampfergit in https://github.com/microsoft/kernel-memory/pull/713
• New tokenizer for gpt4o. Fix warnings. by @dluc in https://github.com/microsoft/kernel-memory/pull/714

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.68.240716.1...packages-0.68.240722.1

What's Changed

• Fix Custom Context types inconsistencies by @marcominerva in https://github.com/microsoft/kernel-memory/pull/704
• Naming adjustments by @akordowski in https://github.com/microsoft/kernel-memory/pull/707
• fix: maxDistance cast to string by @koteus in https://github.com/microsoft/kernel-memory/pull/698
• Add ChunkHeader option to request context by @westdavidr in https://github.com/microsoft/kernel-memory/pull/699
• Config tool: add support for Azure Identity by @dluc in https://github.com/microsoft/kernel-memory/pull/711
• Remove unnecessary brackets and fix a comment by @marcominerva in https://github.com/microsoft/kernel-memory/pull/710

New Contributors

• @akordowski made their first contribution in https://github.com/microsoft/kernel-memory/pull/707

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.67.240712.1...packages-0.68.240716.1

What's Changed

• Upgrade packages by @dluc in https://github.com/microsoft/kernel-memory/pull/694
• Fix log levels for messages in SummarizationHandler by @v-msamovendyuk in https://github.com/microsoft/kernel-memory/pull/691
• Refactor tokenizers, use tiktoken by default by @dluc in https://github.com/microsoft/kernel-memory/pull/696
• Add SslEnabled option for RabbitMQ adapter by @koteus in https://github.com/microsoft/kernel-memory/pull/695

New Contributors

• @v-msamovendyuk made their first contribution in https://github.com/microsoft/kernel-memory/pull/691

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.66.240709.1...packages-0.67.240712.1

What's Changed

• Add AWS S3 Document Storage by @koteus in https://github.com/microsoft/kernel-memory/pull/596
• Fix search results limiting in AzureAiSearchMemory by @chaelli in https://github.com/microsoft/kernel-memory/pull/687
• Add debug logs for embedding generation by @marcominerva in https://github.com/microsoft/kernel-memory/pull/675
• fix: postgres search query does not use index by @roldengarm in https://github.com/microsoft/kernel-memory/pull/684

New Contributors

• @koteus made their first contribution in https://github.com/microsoft/kernel-memory/pull/596
• @roldengarm made their first contribution in https://github.com/microsoft/kernel-memory/pull/684

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.65.240620.1...packages-0.66.240709.1

What's Changed

• Added support for batch embedding generation. by @alkampfergit in https://github.com/microsoft/kernel-memory/pull/531

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.64.240619.1...packages-0.65.240620.1

Changes:

• 2a75bca87b67d26295a1be41b5145db920d6eadb Cleanup logger DI + other DI work (#674)
• e4d59452fe1d37f78ea2493153c1ab57a6cf7c66 Update contributors

This list of changes was auto generated.

What's Changed

• Update docs by @dluc in https://github.com/microsoft/kernel-memory/pull/653 and https://github.com/microsoft/kernel-memory/pull/654
• Fix #655 and add functional tests for the Evaluation app - Fix DI for evaluation builders by @kbeaugrand in https://github.com/microsoft/kernel-memory/pull/656 and https://github.com/microsoft/kernel-memory/pull/657
• Fix reading StopSequences from the config by @Foorcee in https://github.com/microsoft/kernel-memory/pull/660
• Azure.Identity update by @marcominerva in https://github.com/microsoft/kernel-memory/pull/667
• Add Request Context feature: allow to override settings at runtime by @dluc in https://github.com/microsoft/kernel-memory/pull/673

New Contributors

• @Foorcee made their first contribution in https://github.com/microsoft/kernel-memory/pull/660

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.62.240605.1...packages-0.63.240618.1

Changes:

• f6bfbc170695781f2f8f4cafcc53a5d1cd58b1e4 Fix for Postgres not supporting 0x00 on text fields (#650)
• 9599d570f1505f84311c747b88159f283b66c42e Update config.yml
• 9abbc769d87cd9c792e885e77eede3016ab889d5 Delete .github/ISSUE_TEMPLATE/feature.yaml
• bd181549c02c56bd005d5a58c174ef3fd1a0bdb7 Delete .github/ISSUE_TEMPLATE/question.yaml
• 426e5e1b9fba6cc08eade28f252678478e6d5ed2 Update list of contributors

This list of changes was auto generated.

Changes:

• 89fe8ff8d358105635032fafea4928d36ba5e582 New version: 0.62.0
• e10da239126c66e7fa5c096380d7b933784eb687 Postgres: improve docs and code handling “db not found” scenario (#602)
• 9a476099529b2f54b215db7bf22e5c29b19e8357 Added bulk embedding support for azure. (#526)
• 8c0ad8c144c5b9b2b8f1fa0de72ba54e2aa723a0 Fix #527 - Use NVarchar(max) db type for tags in SQL Server (#530)
• b64f7f8fa6c23d30553aee673e93a190232b5489 Improve docs, namespaces, code style (#524)
• 2d54066f6270ce796e15fa06f6e7a8bc06f81e78 Fix editorconfig regressions / build warnings (#523)
• 72ae58911edb40ba07f20a25980016cffd0ad9f2 Add batching upsert support to Qdrant Memory (#504)
• 4b5c59ebc8a8d0562f1352666e1487922a849d9a KM evaluation refactorings (#519)
• 2e80e906b0a9806267909d031e3301cae4d66045 Add support for Dependency Injection with IMemoryDb (#520)
• 17d73e0b2c7249375d327c6be53f6cde1ca7616c Update SearchClient to use webPageUrl instead of static fileName for webpages (fixes microsoft/kernel-memory#491) (#521)

• 9732e7494527f356998607f01566155f222f403e Fix code style warnings and code clean up (#517)
• dd9915d03d7ca0f0c7e6b7689e3983d7f4c65050 Add evaluation core functions (#515)
• 37b001d558c78beb211b17b79e72b643d8c58947 Update chat example 302 (#514)
• df49802955aab6ee62bd246c8924ba39c6b5a54d Update Program.cs
• a4584e94bd3fe331541dff36ba2a6142afcab8d8 Add example showing how to build chat with SK and KM (#513)
• 7388c0ae79337d3d205e950bd5a17a0075b4aaec Documentation update (#512)

This list of changes was auto generated.

What's Changed

• Clean up tools by @dluc in https://github.com/microsoft/kernel-memory/pull/506
• Add support for Dependency Injection with ITextEmbeddingGenerator by @marcominerva in https://github.com/microsoft/kernel-memory/pull/503
• Reset stream position before posting to server by @westdavidr in https://github.com/microsoft/kernel-memory/pull/509
• Update link to new version of SQL Server storage engine by @EelcoKoster in https://github.com/microsoft/kernel-memory/pull/510

New Contributors

• @westdavidr made their first contribution in https://github.com/microsoft/kernel-memory/pull/509
• @EelcoKoster made their first contribution in https://github.com/microsoft/kernel-memory/pull/510

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.61.240519.2...packages-0.61.240524.1

What's Changed

• Add batch upsert support for SQL Server Memory DB by @kbeaugrand in https://github.com/microsoft/kernel-memory/pull/489
• Add evaluation root project by @kbeaugrand in https://github.com/microsoft/kernel-memory/pull/501
• SQL Server improvements to asynchronous code by @dluc in https://github.com/microsoft/kernel-memory/pull/502
• Adding Basic anthropic Claude support. by @alkampfergit in https://github.com/microsoft/kernel-memory/pull/404

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.60.240517.1...packages-0.61.240519.2

What's Changed

• Fix code style settings, simplify projects setup by @dluc in https://github.com/microsoft/kernel-memory/pull/490
• Rename IndexNotFound to IndexNotFoundException by @kbeaugrand in https://github.com/microsoft/kernel-memory/pull/488
• Upgrade nuget dependencies by @dluc in https://github.com/microsoft/kernel-memory/pull/495
• Elasticsearch latest by @afederici75 in https://github.com/microsoft/kernel-memory/pull/494
• Bump rexml from 3.2.6 to 3.2.8 in /docs by @dependabot in https://github.com/microsoft/kernel-memory/pull/496
• Add build and test Github workflows by @dluc in https://github.com/microsoft/kernel-memory/pull/497
• Rename Content Storage to Document Storage by @dluc in https://github.com/microsoft/kernel-memory/pull/499
• Fix dotnet publish // LLamaSharp conflicts by @dluc in https://github.com/microsoft/kernel-memory/pull/500
• Update CI settings by @dluc aa92ec4e55d628848769008f5c5c28f797a6a8b9
• Fix Dockerfile: set RepoRoot for dotnet build to work by @dluc a1f280c42c4df9a60d1d5cecf0633d07ff927b1b

Breaking changes

• Configuration schema changes, deprecated ContentStorageType => use DocumentStorageType
• Update bicep/arm templates, rename env var matching config settings
• Renamed IContentStorage to IDocumentStorage
• Renamed content storage namespaces, exceptions, DI methods
• Renamed AzureBlobs nuget package

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.51.240513.2...packages-0.60.240517.1

What's Changed

• Add missing properties to RabbitMQ messages by @marcominerva in https://github.com/microsoft/kernel-memory/pull/454
• Add more log settings to appsettings.json, change defaults by @dluc in https://github.com/microsoft/kernel-memory/pull/461
• Add SQL server memory db by @kbeaugrand in https://github.com/microsoft/kernel-memory/pull/459
• Enable C# langversion 12 by @dluc in https://github.com/microsoft/kernel-memory/pull/462
• Add Elasticsearch connector by @afederici75 in https://github.com/microsoft/kernel-memory/pull/467 + https://github.com/microsoft/kernel-memory/pull/469
• Fix for when RangeUsed() in worksheet returns null. by @jurepurgar in https://github.com/microsoft/kernel-memory/pull/468
• Add DI helpers for scenarios not requiring AI by @dluc in https://github.com/microsoft/kernel-memory/pull/472
• Experimental Discord connector by @dluc in https://github.com/microsoft/kernel-memory/pull/463
• Azure AI Search: Add support for batching save operations by @marcominerva in https://github.com/microsoft/kernel-memory/pull/438
• Update examples by @dluc in https://github.com/microsoft/kernel-memory/pull/474
• Adding contentType to document by @pradeepr-roboticist in https://github.com/microsoft/kernel-memory/pull/473
• Fix web client base address by @dluc in https://github.com/microsoft/kernel-memory/pull/479
• Add missing 'using' keyword for StreamableFileContent by @marcominerva in https://github.com/microsoft/kernel-memory/pull/477
• Add support for embedding dimensions by @marcominerva in https://github.com/microsoft/kernel-memory/pull/476
• Add missing ConfigureAwait(false) on some “await using” statements by @dluc in https://github.com/microsoft/kernel-memory/pull/480
• Enable Elasticsearch and clean up project files by @dluc in https://github.com/microsoft/kernel-memory/pull/483

New Contributors

• @jurepurgar made their first contribution in https://github.com/microsoft/kernel-memory/pull/468
• @pradeepr-roboticist made their first contribution in https://github.com/microsoft/kernel-memory/pull/473

Full Changelog: https://github.com/microsoft/kernel-memory/compare/packages-0.50.240504.7...packages-0.51.240513.2