Marco Minerva

[Bug] Endless pipeline loop when trying to import corrupted document

15

### Context / Scenario In service mode (using a queue), when trying to import a corrupted document (i.e., invalid PDF file), decoder will throw an exception, but then the message...

[Feature Request] Handle pipeline failure

3

### Context / Scenario Currently, pipeline failures aren't handled at all: https://github.com/microsoft/kernel-memory/blob/775301a1cdd84ab7a54458d3fa453a8763c0744d/service/Abstractions/Pipeline/DataPipeline.cs#L434-L439 ### The problem It is important to keep track of errors that occurs during pipeline exectuion. ### Proposed...

Different similarity results when using text-embedding-3-small or text-embedding-3-large models

4

### Context / Scenario For the same document and question, when using `text-embedding-3-small` or `text-embedding-3-large` models, similarity returns results with lower relevance than when using `text-embedding-ada-002` model. ### What happened?...

[Feature Request] FromAppSettings improvements

1

### Context / Scenario The ability to configure KernelMemory using appsettings.json is great, but I think it could be improved. ### The problem Currently, the `FromAppSettings` extension method is available...

Add support for SQL Server Vector Search

5

## Motivation and Context (Why the change? What's the scenario?) Azure SQL Database now provides Vector Support, currently in EAP (https://devblogs.microsoft.com/azure-sql/announcing-eap-native-vector-support-in-azure-sql-database). This PR extends SQL Server Memory DB with a...

Add poison queues support for RabbitMQ

5

## Motivation and Context (Why the change? What's the scenario?) See #408.

The code in [SQL Server Provider](https://github.com/marcominerva/DatabaseGPT/blob/master/src/DatabaseGpt.SqlServer/SqlServerDatabaseGptProvider.cs) that checks for excluded columns is "cumbersome": https://github.com/marcominerva/DatabaseGPT/blob/ba9468bceaa19b6f4668ffe02e40d50c731cb80b/src/DatabaseGpt.SqlServer/SqlServerDatabaseGptProvider.cs#L79-L109 On the other hand, the [Postgres Provider](https://github.com/marcominerva/DatabaseGPT/blob/master/src/DatabaseGpt.Npgsql/NpgsqlDatabaseGptProvider.cs) uses a more compact solution. We should verify whether...

Update SQL Server Memory to use the new VECTOR type

4

## Motivation and Context (Why the change? What's the scenario?) Things are moving fast in the Vector Support for SQL Azure. Now that the official VECTOR type has been introduced...

It would be useful to have a `Produces` like attribute that allows to provide a custom description for the status code.

.Net: Bug: Packages downgrade (NU1005) with Semantic Kernel v.153

1

**Describe the bug** When trying to add the **Microsoft.SemanticKernel** v1.53 NuGet package to a new .NET 9.0 Console application, I get two errors about packages downgrade: ``` NU1605: Warning As...