diff --git a/src/backend/langflow/components/vectorstores/Chroma.py b/src/backend/langflow/components/vectorstores/Chroma.py index c15ceb5a5..f655663df 100644 --- a/src/backend/langflow/components/vectorstores/Chroma.py +++ b/src/backend/langflow/components/vectorstores/Chroma.py @@ -5,6 +5,7 @@ from langchain.embeddings.base import Embeddings from langchain.schema import BaseRetriever, Document from langchain_community.vectorstores import VectorStore from langchain_community.vectorstores.chroma import Chroma + from langflow import CustomComponent @@ -83,7 +84,8 @@ class ChromaComponent(CustomComponent): if chroma_server_host is not None: chroma_settings = chromadb.config.Settings( - chroma_server_cors_allow_origins=chroma_server_cors_allow_origins or None, + chroma_server_cors_allow_origins=chroma_server_cors_allow_origins + or None, chroma_server_host=chroma_server_host, chroma_server_port=chroma_server_port or None, chroma_server_grpc_port=chroma_server_grpc_port or None, @@ -98,14 +100,20 @@ class ChromaComponent(CustomComponent): if documents is not None and embedding is not None: if len(documents) == 0: - raise ValueError("If documents are provided, there must be at least one document.") + raise ValueError( + "If documents are provided, there must be at least one document." + ) chroma = Chroma.from_documents( documents=documents, # type: ignore persist_directory=index_directory, collection_name=collection_name, - embedding=embedding, + embedding_function=embedding, client_settings=chroma_settings, ) else: - chroma = Chroma(persist_directory=index_directory, client_settings=chroma_settings) + chroma = Chroma( + persist_directory=index_directory, + client_settings=chroma_settings, + embedding_function=embedding, + ) return chroma