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Update SinglStoreDB vectorstore (#6423)

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1. Introduced new distance strategies support: **DOT_PRODUCT** and
**EUCLIDEAN_DISTANCE** for enhanced flexibility.
2. Implemented a feature to filter results based on metadata fields.
3. Incorporated connection attributes specifying "langchain python sdk"
usage for enhanced traceability and debugging.
4. Expanded the suite of integration tests for improved code
reliability.
5. Updated the existing notebook with the usage example

@dev2049

---------

Co-authored-by: Volodymyr Tkachuk <vtkachuk-ua@singlestore.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
This commit is contained in:
volodymyr-memsql
2023-06-20 08:08:58 +03:00
committed by GitHub
parent 6efd5fa2b9
commit d2e9b621ab
5 changed files with 812 additions and 46 deletions
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pyproject.toml
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@@ -101,7 +101,7 @@ azure-cognitiveservices-speech = {version = "^1.28.0", optional = true}
py-trello = {version = "^0.19.0", optional = true}
momento = {version = "^1.5.0", optional = true}
bibtexparser = {version = "^1.4.0", optional = true}
singlestoredb = {version = "^0.6.1", optional = true}
singlestoredb = {version = "^0.7.1", optional = true}
pyspark = {version = "^3.4.0", optional = true}
tigrisdb = {version = "^1.0.0b6", optional = true}
nebula3-python = {version = "^3.4.0", optional = true}