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tryAGI / LangChain.Databases

Part of the LangChain.NET project. Has separate abstractions, does not contain dependencies on the main project and can be used independently
https://tryagi.github.io/LangChain.Databases/
MIT License
5 stars 2 forks source link

Add Index to SqlLite and fix using statements #69

Closed robalexclark closed 3 weeks ago

robalexclark commented 3 weeks ago

Summary by CodeRabbit

coderabbitai[bot] commented 3 weeks ago

Walkthrough

The pull request introduces several changes across multiple vector collection classes. The ChromaVectorCollection class updates the SearchByMetadata method to a public access modifier and revises the exception message. The InMemoryVectorCollection class modifies the SearchByMetadata method to support asynchronous execution. The SqLiteVectorCollection and SqLiteVectorDatabase classes enhance resource management by adopting the new C# using syntax. Minor changes include the addition of a newline in RedisVectorCollection, while no significant alterations are made in that class or others regarding functionality.

Changes

File Path Change Summary
src/Chroma/src/ChromaVectorCollection.cs Changed SearchByMetadata from explicit interface implementation to public method; updated exception message.
src/InMemory/src/InMemoryVectorCollection.cs Updated SearchByMetadata to include async modifier; modified internal logic to use Task.Run for non-blocking execution and improved cancellation handling.
src/Sqlite/src/SqLiteVectorCollection.cs Replaced traditional using blocks with C# 8.0 inline using syntax in multiple methods; restructured SearchByVector and SearchByMetadata for clarity.
src/Sqlite/src/SqLiteVectorDatabase.cs Restructured command creation in multiple methods to use using statements; added index creation command in CreateCollectionAsync for optimizing searches.
src/Redis/src/RedisVectorCollection.cs Added a newline character at the end of the file; no other changes.

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🐇 In the code where vectors play,
Chroma's methods found their way.
With async calls and clearer sights,
Our database now shines so bright!
So hop along, let’s code and cheer,
For every change brings us near! 🌟

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