tryAGI / LangChain

C# implementation of LangChain. We try to be as close to the original as possible in terms of abstractions, but are open to new entities.
https://tryagi.github.io/LangChain/
MIT License
527 stars 82 forks source link

Adding IVectorDatabase implementation for mongo #323

Closed vikhyat90 closed 4 months ago

vikhyat90 commented 4 months ago

Summary by CodeRabbit

coderabbitai[bot] commented 4 months ago

Walkthrough

The changes introduce MongoDB support for integration tests by setting up a MongoDB container, adding test cases for MongoDB, and enhancing the MongoDB client interfaces and classes. This includes new methods for managing collections and documents, ensuring MongoDB functionality is thoroughly tested and integrated.

Changes

Files Change Summary
src/Databases/IntegrationTests/DatabaseTests.Configure.cs Added MongoDB container setup for SupportedDatabase.Mongo in the StartEnvironmentForAsync method.
src/Databases/IntegrationTests/DatabaseTests.cs Added [TestCase(SupportedDatabase.Mongo)] to several test methods to support MongoDB testing.
src/Databases/Mongo/src/Client/IMongoContext.cs Added GetCollections() and GetDatabase() methods to the IMongoContext interface.
src/Databases/Mongo/src/Client/IMongoDbClient.cs Added methods for collection existence, creation, deletion, retrieval, and document filtering to the IMongoDbClient interface.
src/Databases/Mongo/src/Client/MongoContext.cs Added new methods and changed _mongoDatabase field to public for database and collection management.
src/Databases/Mongo/src/Client/MongoDbClient.cs Added imports and new methods for managing MongoDB collections and checking their existence.
src/Databases/Mongo/src/MongoVectorDatabase.cs Introduced MongoVectorDatabase class with methods for managing vector collections in MongoDB.

Sequence Diagram(s) (Beta)

sequenceDiagram
    participant Test as Integration Test
    participant Env as StartEnvironmentForAsync
    participant MongoDB as MongoDB Container
    participant MongoVectorDB as MongoVectorDatabase

    Test->>Env: Start MongoDB environment
    Env->>MongoDB: Initialize and start container
    MongoDB-->>Env: Container started
    Env->>MongoVectorDB: Create MongoVectorDatabase instance
    MongoVectorDB-->>Env: Instance created
    Env-->>Test: Environment ready

    Test->>MongoVectorDB: Perform tests (e.g., CreateCollection, AddDocuments)
    MongoVectorDB->>MongoDB: Interact with MongoDB collections
    MongoDB-->>MongoVectorDB: Return results
    MongoVectorDB-->>Test: Test results

Poem

In the land of code, a change so grand,
MongoDB joins the testing band.
Collections created, documents stored,
With seamless flow, new paths explored.
🐇✨ In databases vast, we now expand,
With Mongo's might, our tests withstand!


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