index_name = 'oktaevents'
index = pinecone.Index(index_name)
embed = OpenAIEmbeddings()

embedding = openai.Embedding.create(
        input=query,
        model="text-embedding-ada-002"
    )
vector = embedding["data"][0]["embedding"]
index = pinecone.Index(index_name)
search_response = index.query(
    top_k=2,
    vector=vector,
    include_metadata=True
)