Artificial Intelligence, Machine Learning, Python, Data Science, Deep Learning.
create_embeddings(api_key): """Creates embeddings from text.""" return OpenAIEmbeddings(openai_api_key=api_key) def setup_vector_database(documents, embeddings, directory): """Sets up a vector database for storing embeddings.""" if not os.path.exists(directory): os.makedirs(directory) return