Pinecone vs Chroma

from pinecone import Pinecone

pc = Pinecone(api_key=os.environ['PINECONE_API_KEY'])
index = pc.Index('my-index')

index.upsert(vectors=[{
  'id': 'doc-1',
  'values': embedding,
  'metadata': { 'text': 'Source document text' },
}])

results = index.query(
  vector=query_embedding, top_k=5, include_metadata=True
)

import chromadb

client = chromadb.Client()
collection = client.create_collection("my_docs")

collection.add(
    documents=["This is a doc about cats", "This is a doc about dogs"],
    ids=["cat1", "dog1"]
)

results = collection.query(query_texts=["feline pets"], n_results=1)
print(results)