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Adding memory connector for MySQL with a couple of updates to the JDBC
connector column names to make most methods compatible with MySQL and
other SQL engines.
Also adding one more test to check successful memory store
initialization when existing database objects have already been created.
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---------
Co-authored-by: Luigi Montoya <[email protected]>
Co-authored-by: joe-braley <[email protected]>
Co-authored-by: Luigi96 <[email protected]>
Co-authored-by: Mark Wallace <[email protected]>
Co-authored-by: John Oliver <[email protected]>
Co-authored-by: David Grieve <[email protected]>
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Update azure-core dependencies.
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Fix pom.xml file to reflect correct class path for example in
sample-code README.
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Fix https://github.com/microsoft/semantic-kernel/issues/2619
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---------
Co-authored-by: Luigi Montoya <[email protected]>
Co-authored-by: joe-braley <[email protected]>
Co-authored-by: Luigi96 <[email protected]>
Co-authored-by: Mark Wallace <[email protected]>
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Co-authored-by: David Grieve <[email protected]>
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Co-authored-by: GitHub <[email protected]>
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Co-authored-by: joe-braley <[email protected]>
### Motivation and Context
Fixes issue #2636
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- Use resource loading util method
- Apply formatting
- Fix sql connector generating embedding even if db entry already exits
- Fixes settings not being loaded from environment variables correctly
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Fixes#2514
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Change relevance/minRelevance in API from double to float
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Adding JDBC connector from SQLite and Postgres connector overriding
what's necessary.
Also adding new integration tests for the JDBC and Postgres memory
connectors under
`api-test/integration-tests/src/test/java/com/microsoft/semantickernel/connectors`.
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---------
Co-authored-by: Luigi Montoya <[email protected]>
Co-authored-by: joe-braley <[email protected]>
Co-authored-by: Luigi96 <[email protected]>
Co-authored-by: Mark Wallace <[email protected]>
Co-authored-by: John Oliver <[email protected]>
Co-authored-by: David Grieve <[email protected]>
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Issue #2437 and issue #2346
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- Changed setXyz methods to withXyz
- Changed SKBuilders methods to match the builder return type
- Organized BuilderSingleton to make it easier to maintain, IMHO
- Consistency between Buildable's
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Bug #2183
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DefaultSKContext.Builder should not set a default for
SemanticTextMemory.
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Quick fix for https://github.com/microsoft/semantic-kernel/issues/2499
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Adding `IF NOT EXISTS` to the index creation.
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---------
Co-authored-by: Luigi Montoya <[email protected]>
Co-authored-by: joe-braley <[email protected]>
Co-authored-by: Luigi96 <[email protected]>
Co-authored-by: Mark Wallace <[email protected]>
Co-authored-by: John Oliver <[email protected]>
Co-authored-by: David Grieve <[email protected]>
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Where it makes sense, align Java with
https://github.com/microsoft/semantic-kernel/blob/main/docs/decisions/0004-error-handling.md
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For the most part, Java is in compliance with the decision record. This
PR tries to make SKException and its inheritors consistent with each
other in that each exception has a ErrorCodes enum and an ErrorCodes
member with a getter, that the enums use upper case with underscore, and
that the formatting of the error message is consistent. This also tries
to address "Unnecessary and verbose exceptions", but there was not much
to be gained there.
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---------
Co-authored-by: GitHub <[email protected]>
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Co-authored-by: GitHub <[email protected]>
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These methods were stubbed to return null.
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Provide implementation of these methods.
Since the methods make use of vector operations which are encapsulated
in SemanticVector, the vectoroperations package and SemanticVector class
were moved to the api module under
com.microsoft.semantickernel.ai.embeddings
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EmbeddingVector and the vectoroperations package are down in
semantickernel-core, which makes it impossible to use the cosine
similarity function needed to calculate the similarity between
embeddings.
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EmbeddingVector was integrated into Embedding and the vectoroperations
package was refactored into a VectorOperations class which is in the
same package as Embedding. Now, one can do:
`embedding.cosineSimilarity(otherEmbedding)` instead of having to new up
an EmbeddingVector from embedding.getVector().
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Embedding changed to be just Float. Some of the MemoryStore API had `?
extends Number` for similarity which can now be a Float.
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Changed getNearestMatch and getNearestMatches API in MemoryStore which
had `Tuple2<MemoryRecord, ? extends Number>` to use Float instead of `?
extends Number`. This second value of the tuple is the similarity value
for the match. The value is computed on the embedding which is now a
vector of Float.
Also, updated VolatileMemoryStore to make it properly async.
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Embedding was refactored to be a Float instead of a ? extends Number.
EmbeddingGeneration was overlooked.
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Remove `? extends Number` from declaration of EmbeddingGeneration
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Embedding was declared `Embedding<? extends Number>` which leads to some
unfortunate hacks to cast or convert the vector from List<? extends
Number> to a List<Float> (typicall). An embedding vector does not need
the precision of a double, so changing `List<? extends Number> vector`
to `List<Float> vector` and getting rid of the generic type will make
use of Embedding much easier.
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Basically, changed `Embedding<? extends Number>` to `Embedding` and
`List<? extends Number> getVector()` to `List<Float> getVector()`. The
most obvious impact of this is on EmbeddingVector and the
vectoroperations API where double becomes float.
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### Motivation and Context
Keep our security and stability baseline for dependencies as high as
possible.
### Description
Maven POM changes mainly, removing a bunch of warnings and updating
dependencies
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PR #2130 was merged with a couple of outstanding issues. This PR
addresses those issues.
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Added SQLConnectorException and fixed code to return Mono.error(new
SQLConnectorException..) instead of just throwing a runtime exception
Fixed MemoryRecordMetadata for JSON serialization/deserialization,
aligning property names with those in the .NET code.
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Adding Example15_MemorySkill
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Added
java/samples/sample-code/src/main/java/com/microsoft/semantickernel/syntaxexamples/Example15_MemorySkill.java
Made changes necessary to get the example to work.
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---------
Co-authored-by: Luigi Montoya <[email protected]>
Co-authored-by: joe-braley <[email protected]>
Co-authored-by: Luigi96 <[email protected]>
Co-authored-by: Mark Wallace <[email protected]>
Co-authored-by: John Oliver <[email protected]>
Co-authored-by: David Grieve <[email protected]>
- Add test for ConversationSummarySkill.
- Fix bug in aggregatePartitionedResultsAsync not correctly aggregating
multiple chunks
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Use -b to specify branch so command always works
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Note, it's just a readme update. Checked these boxes but they're mostly
n/a
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- Fixes the template of `conf.properties` to not have quotes;
- Moves samples to a sub package to avoid conflict when running `jbang`
- Adds `jbang` support to execute the samples from command line
John Oliver