Upgrade to Chroma Vector database API v2

[dev-jonghoonpark]

ChromaDB 1.0.0 has recently been released.

• GitHub Release
• Docker Hub

With this release, the v1 APIs have been completely deprecated.
To support the new v2 APIs, we need to upgrade API implementation.

related issues

• Chroma vectorstore not working after updating chroma db to version 1.0.0 #2648
• VectorStore ChromaVectorStoreAutoConfiguration cannot unpack non-iterable coroutine object #2252

[markpollack]

Thank you very much!

[dev-jonghoonpark]

@ilayaperumalg I have completed the rebase to resolve the conflict.

[dev-jonghoonpark]

recently, testcontainers-java 1.21.0 is released
this version include support of new version chroma. (related pr: testcontainers/testcontainers-java#10170)

By upgrading the version of testcontainers-java, we can remove the temporal overridden wait strategy in this pr:

static {
    chromaContainer.waitingFor(new AbstractWaitStrategy() {
        @Override
        protected void waitUntilReady() {
            Wait.forHttp("/api/v2/heartbeat");
        }
    });
}

If you want, I can update the PR. But it’s fine to leave it as is.

@ilayaperumalg

[ElishebaW]

I'm having these issues as well. Any idea when this issue will be merged?

[ilayaperumalg]

@dev-jonghoonpark Please go ahead and update the PR with your suggestion.
@ElishebaW We target to merge this soon and be available for RC1. Thanks for your patience on this.

[ElishebaW]

@ilayaperumalg Thank you so much!

[dev-jonghoonpark]

• upgraded test-container version for chroma and removed the temporal overridden wait strategy
• removed @Disabled in ChromaVectorStoreAutoConfigurationIT.addAndSearchWithFilters (related pr: Migrate vector store auto-configurations to dedicated modules #2391)
  • The changes included in this PR seem to fix the issues that were previously present, and everything appears to be working correctly now.

[ilayaperumalg]

@dev-jonghoonpark Thank you once again for the PR upgrading Chroma vector database to use v2 API. Rebased and merged as 09a6a6e