[Bug]: Collection Schema causes client to fail to connect

[tjkrusinskichroma]

What happened?

I created a collection in python with the following code:

chroma_client = chromadb.CloudClient(
    api_key=os.getenv("CHROMA_API_KEY"),
    tenant=os.getenv("CHROMA_TENANT"),
    database=os.getenv("CHROMA_DATABASE")
)

schema = Schema()

schema.create_index(
    config=VectorIndexConfig(
        space="cosine",
        embedding_function=OpenAIEmbeddingFunction(
            model_name="text-embedding-3-small"
        )
    )
)

schema.create_index(
    config=SparseVectorIndexConfig(
        source_key=K.DOCUMENT,
        embedding_function=ChromaBm25EmbeddingFunction(),
        bm25=True
    ),
    key=SPARSE_KEY
)

collection = client.get_or_create_collection(
    name=collection_name,
    schema=schema
)

If I then mirror the schema in Typescript:

const chromaClient = new CloudClient({
	apiKey: process.env.CHROMA_API_KEY,
	tenant: process.env.CHROMA_TENANT,
	database: process.env.CHROMA_DATABASE,
});

const chromaSchema = new Schema();

chromaSchema.createIndex(
	new VectorIndexConfig({
		space: "cosine",
		embeddingFunction: new OpenAIEmbeddingFunction({
			modelName: "text-embedding-3-small",
		}),
	})
);

chromaSchema.createIndex(
	new SparseVectorIndexConfig({
		sourceKey: "#document",
		embeddingFunction: new ChromaBm25EmbeddingFunction(),
		bm25: true,
	}),
	'bm25'
);

const chromaCollection = await chromaClient.getOrCreateCollection({
	name: "national_parks_11",
	schema: chromaSchema,
});

When running the typescript file, I get

ChromaConnectionError: Unable to connect to the chromadb server (status: 500). Please try again later.
 cause: undefined,

      at <anonymous> (/Users/tjkrusinski/Software/data/agents/mastra/node_modules/chromadb/dist/chromadb.mjs:3907:9)
      at async <anonymous> (/Users/tjkrusinski/Software/data/agents/mastra/node_modules/chromadb/dist/chromadb.mjs:334:32)
      at async getOrCreateCollection (/Users/tjkrusinski/Software/data/agents/mastra/node_modules/chromadb/dist/chromadb.mjs:4318:43)

If I remove the schema from the getOrCreateCollection, I then get the error:

error: Cannot find module '@chroma-core/default-embed' from '/Users/tjkrusinski/Software/data/agents/mastra/node_modules/chromadb/dist/chromadb.mjs'
1415 |     if (!knownEmbeddingFunctions.has(new DefaultEmbeddingFunction().name)) {
1416 |       registerEmbeddingFunction("default", DefaultEmbeddingFunction);
1417 |     }
1418 |   } catch (e) {
1419 |     console.error(e);
1420 |     throw new Error(
                     ^
error: Cannot instantiate a collection with the DefaultEmbeddingFunction. Please install @chroma-core/default-embed, or provide a different embedding function
      at <anonymous> (/Users/tjkrusinski/Software/data/agents/mastra/node_modules/chromadb/dist/chromadb.mjs:1420:15)
      at async <anonymous> (/Users/tjkrusinski/Software/data/agents/mastra/node_modules/chromadb/dist/chromadb.mjs:1447:44)
      at async getOrCreateCollection (/Users/tjkrusinski/Software/data/agents/mastra/node_modules/chromadb/dist/chromadb.mjs:4313:36)

This is my search code:

const search = async (query: string): Promise<Array<{ excerpt: string }>> => {
	const denseRank = Knn({
		query,
		key: "#embedding",
		returnRank: true,
		limit: 20
	});

	const sparseRank = Knn({
		query,
		key: "bm25",
		returnRank: true,
		limit: 20
	});

	const rrf = Rrf({
		ranks: [denseRank, sparseRank],
		weights: [.7, .3],
		k: 60
	});

	const search = new Search().rank(rrf);

	const results = await chromaCollection.search(search);

	console.log(results)

	return [];
};

While it may not be super common so ingest and query from separate languages, I'm stuck as to what to do to resolve the issue.

If I supply an embedding function at the getOrCreateCollection call, I don't think the chromaCollection.search() will ignore the embedding function I provided earlier.

Versions

Chroma 1.2.1

All latest clients.

Relevant log output