MongoDB Vector Collection

[ceejeeb]

Implemented as an IVectorCollection

Summary by CodeRabbit

• New Features
  • Introduced a new MongoDB Atlas vector collection class for managing vector data operations such as adding, deleting, retrieving, and searching vectors.

[coderabbitai[bot]]

Walkthrough

The update introduces the MongoDBAtlasVectorCollection class within the LangChain.Databases.Mongo namespace. This class enhances MongoDB operations by providing methods for managing vector data, including adding, deleting, retrieving, and searching vectors. It's tailored to integrate seamlessly with MongoDB collections, leveraging MongoDB's capabilities for handling large-scale vector data efficiently.

Changes

File Path	Change Summary
.../MongoDBAtlasVectorCollection.cs	Introduced MongoDBAtlasVectorCollection class with methods for vector data management in MongoDB.

🐰✨ In the realm of code, where the data hops around,
A new class emerges, with abilities profound.
It adds, deletes, and fetches with ease,
In the vast MongoDB fields, as free as the breeze.
Oh, how the vectors find their place,
In MongoDB's embrace, a digital space.
🌟📂

---

Recent Review Details

**Configuration used: CodeRabbit UI** **Review profile: CHILL**

Commits

Files that changed from the base of the PR and between 294c0f275d4edfe86c5e5e62357d8ef74b5d8d87 and 9acd787683955a1d73453e4ab4172250b99b4981.

Files selected for processing (1)

* src/Databases/Mongo/src/MongoDBAtlasVectorCollection.cs (1 hunks)

Additional comments not posted (5)

src/Databases/Mongo/src/MongoDBAtlasVectorCollection.cs (5)

`7-12`: Constructor implementation looks good and adheres to best practices. --- `14-14`: `MongoContext` property correctly implemented as read-only, adhering to best practices. --- `17-21`: `AddAsync` method implementation is correct and uses best practices for asynchronous programming. --- `23-27`: `DeleteAsync` method correctly implements batch deletion with proper acknowledgment checks. --- `37-39`: `IsEmptyAsync` method is efficiently implemented to check collection emptiness.

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:white_check_mark: ceejeeb
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