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fix: filter in mongo vector store #269

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Merged
merged 5 commits into from
Sep 12, 2024

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thucpn
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@thucpn thucpn commented Aug 30, 2024

Summary by CodeRabbit

  • New Features

    • Enhanced metadata handling in the indexing process with the addition of new parameters.
    • Introduced a constant for predefined metadata fields to improve database query functionality.
    • Improved filtering capabilities in the MongoDB vector store for better data retrieval efficiency.
  • Bug Fixes

    • Updated MongoDB connection string environment variable for improved clarity and functionality.
  • Chores

    • Updated the llamaindex dependency to the latest version for potential enhancements and bug fixes.

@thucpn thucpn requested a review from marcusschiesser August 30, 2024 11:19
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changeset-bot bot commented Aug 30, 2024

🦋 Changeset detected

Latest commit: 52af02e

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 1 package
Name Type
create-llama Patch

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coderabbitai bot commented Aug 30, 2024

Walkthrough

The recent changes involve modifications to import statements and function parameters across several TypeScript files related to MongoDB vector storage. Key updates include the relocation of imports for clarity, the introduction of a new constant for metadata fields, and enhancements to the loadAndIndex and getDataSource functions to support additional metadata handling. A new patch also addresses filtering functionality in the MongoDB vector store.

Changes

Files Change Summary
templates/components/vectordbs/typescript/mongo/generate.ts
templates/components/vectordbs/typescript/mongo/index.ts
Updated import statements and added new parameters for enhanced metadata handling in the loadAndIndex and getDataSource functions.
templates/components/vectordbs/typescript/mongo/shared.ts Introduced a new exported constant POPULATED_METADATA_FIELDS for predefined metadata fields in queries.
.changeset/five-grapes-switch.md Introduced a patch labeled "create-llama" that enhances filtering functionality in the MongoDB vector store.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant MongoDB
    participant VectorStore

    User->>VectorStore: Request data with filters
    VectorStore->>MongoDB: Query with filtering parameters
    MongoDB-->>VectorStore: Return filtered data
    VectorStore-->>User: Provide filtered results
Loading

🐰 In the meadow, I hop with glee,
New fields for metadata, oh what a spree!
Imports now clearer, functions refined,
In the world of code, joy we find!
Let's celebrate changes, both big and small,
Hooray for enhancements, let's cheer for them all! 🌼✨


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Commits

Files that changed from the base of the PR and between aeca096 and 52af02e.

Files selected for processing (2)
  • templates/types/streaming/express/package.json (1 hunks)
  • templates/types/streaming/nextjs/package.json (1 hunks)
Additional comments not posted (2)
templates/types/streaming/express/package.json (1)

23-23: Dependency version update looks good, but verify the changelog.

Updating the llamaindex dependency from version 0.5.20 to 0.5.24 is approved.

However, it's recommended to review the changelog of the llamaindex library between these versions to understand the specific changes and verify that the update is compatible with the project.

templates/types/streaming/nextjs/package.json (1)

28-28: Verify the impact of updating the llamaindex package.

The llamaindex package has been updated from version 0.5.20 to 0.5.24. This update may introduce changes that affect the functionality, performance, or compatibility of the application.

To ensure a smooth transition, follow these steps:

  1. Review the release notes, changelog, or documentation of the llamaindex package for the versions between 0.5.20 and 0.5.24 to understand the changes, bug fixes, and new features introduced.

  2. Verify that the updated version is compatible with the other dependencies in the project.

  3. Test the application thoroughly to ensure that the update does not introduce any unexpected behavior or break existing functionality.

  4. If there are any breaking changes or deprecations, make the necessary adjustments in the codebase to accommodate the changes.

By following these steps, you can mitigate the risk of introducing issues due to the package update and ensure a smooth integration of the new version.


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Actionable comments posted: 0

Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between b1f3d52 and a7d4d1c.

Files selected for processing (3)
  • templates/components/vectordbs/typescript/mongo/generate.ts (2 hunks)
  • templates/components/vectordbs/typescript/mongo/index.ts (1 hunks)
  • templates/components/vectordbs/typescript/mongo/shared.ts (1 hunks)
Additional comments not posted (5)
templates/components/vectordbs/typescript/mongo/shared.ts (1)

8-8: Well-defined constant for metadata fields.

The constant POPULATED_METADATA_FIELDS is clearly defined and appropriately exported for use in filtering operations within MongoDB. The comment alongside the constant provides useful context on its intended use.

templates/components/vectordbs/typescript/mongo/index.ts (2)

9-15: Enhanced metadata handling in getDataSource.

The addition of the populatedMetadataFields parameter to the MongoDBAtlasVectorSearch constructor is a positive enhancement for metadata handling. The parameter is correctly set to the value of the imported constant POPULATED_METADATA_FIELDS, aligning with the intended functionality.


2-5: Verify updated import paths.

The import paths have been updated, likely due to a restructuring of the module's organization. Please verify that the new paths are correct and that the modules are accessible from these paths.

templates/components/vectordbs/typescript/mongo/generate.ts (2)

30-30: Enhanced metadata handling in loadAndIndex.

The addition of the populatedMetadataFields parameter to the MongoDBAtlasVectorSearch constructor within the loadAndIndex function is a positive enhancement for metadata handling during the indexing process. The parameter is correctly set to the value of the imported constant POPULATED_METADATA_FIELDS, aligning with the intended functionality.


3-4: Verify relocated import path for MongoDBAtlasVectorSearch.

The import of MongoDBAtlasVectorSearch has been relocated to a direct path for enhanced clarity. Please verify that the new path is correct and that the module is accessible from this path.

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Actionable comments posted: 0

Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between a7d4d1c and c99394d.

Files selected for processing (2)
  • templates/components/vectordbs/typescript/mongo/generate.ts (2 hunks)
  • templates/components/vectordbs/typescript/mongo/index.ts (1 hunks)
Files skipped from review as they are similar to previous changes (2)
  • templates/components/vectordbs/typescript/mongo/generate.ts
  • templates/components/vectordbs/typescript/mongo/index.ts

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@marcusschiesser marcusschiesser left a comment

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Just missing change set

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Actionable comments posted: 0

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Review profile: CHILL

Commits

Files that changed from the base of the PR and between c99394d and aeca096.

Files selected for processing (1)
  • .changeset/five-grapes-switch.md (1 hunks)
Additional comments not posted (1)
.changeset/five-grapes-switch.md (1)

1-5: Changeset format and description are correct.

The changeset file is well-formatted, and the description aligns with the PR objectives, clearly stating the purpose of the patch.

@marcusschiesser marcusschiesser merged commit 38a8be8 into main Sep 12, 2024
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@marcusschiesser marcusschiesser deleted the fix/filter-mongo-vector-store-bug branch September 12, 2024 04:34
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2 participants