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feature-requestA feature should be added or improved.A feature should be added or improved.needs-triageThis issue or PR still needs to be triaged.This issue or PR still needs to be triaged.
Description
Describe the feature
When using S3 Vector store current api for filtering requires Document object which makes filtering rather complex.
Writting a filter for example in Python is much easier.
query = s3vectors.query_vectors( vectorBucketName="channy-vector-bucket",
indexName="channy-vector-index",
queryVector={"float32":embedding},
topK=3,
filter={"genre":"scifi"},
returnDistance=True,
returnMetadata=True
)
It would be great if Java sdk would support filter(String filterJson) or filter(Map<String, Object>) this would make generic dynamic filtering much simpler.
Complex filter for example with aws cli.
filter '{"$and": [{"category": "tech"}, {"version": {"$gte": "1.0"}}]}'
Writting it with Java is long with a lot of Document.asString() and Document.asMap() or Document mapBuilder
Use Case
S3 Vector Store preview querying and filtering vectors.
Proposed Solution
Allow filter to be plain String which user can serialize on their own or support Map<String,Object>
Other Information
No response
Acknowledgements
- I may be able to implement this feature request
- This feature might incur a breaking change
AWS Java SDK version used
Latest
JDK version used
21
Operating System and version
MacOs
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feature-requestA feature should be added or improved.A feature should be added or improved.needs-triageThis issue or PR still needs to be triaged.This issue or PR still needs to be triaged.