I'm using the following code to try to test insert data into ChromaDB, I want to insert embeddings manually, so I use the embeddings parameter in the add method, but the embeddings in the database is always None. import chromadb import numpy as np client = chromadb.Client() collection = client.create_collection(name="test") def get_embedding(text): a = np.random.rand(384) print(f"Generated embedding: {a}") return a documents = ["This is a document.", "Another document.", "And a third document."] embeddings = [get_embedding(doc) for doc in documents] print(f"Embeddings to be added: {embeddings}") collection.add( documents=documents, embeddings=embeddings, ids=["doc1", "doc2", "doc3"] ) query_embedding = get_embedding("This is a query.") results = collection.query(query_embeddings=[query_embedding], n_results=1) print("Query results:", results) output: Generated embedding: [5.94073439e-01 3.85563925e-01 ......... ] Query results: {'ids': [['doc3']], 'embeddings': None, 'documents': [['And a third document.']], 'uris': None, 'data': None, 'metadatas': [[None]], 'distances': [[62.61347579956055]], 'included': [<IncludeEnum.distances: 'distances'>, <IncludeEnum.documents: 'documents'>, <IncludeEnum.metadatas: 'metadatas'>]} Continue reading...