ComponentsVector storesAtlasOn this pageAtlasAtlas is a platform by Nomic made for interacting with both small and internet scale unstructured datasets. It enables anyone to visualize, search, and share massive datasets in their browser.This notebook shows you how to use functionality related to the AtlasDB vectorstore.pip install spacypython3 -m spacy download en_core_web_smpip install nomicLoad Packages​import timefrom langchain.embeddings.openai import OpenAIEmbeddingsfrom langchain.text_splitter import SpacyTextSplitterfrom langchain.vectorstores import AtlasDBfrom langchain.document_loaders import TextLoaderATLAS_TEST_API_KEY = "7xDPkYXSYDc1_ErdTPIcoAR9RNd8YDlkS3nVNXcVoIMZ6"Prepare the Data​loader = TextLoader("../../../state_of_the_union.txt")documents = loader.load()text_splitter = SpacyTextSplitter(separator="|")texts = []for doc in text_splitter.split_documents(documents):    texts.extend(doc.page_content.split("|"))texts = [e.strip() for e in texts]Map the Data using Nomic's Atlas​db = AtlasDB.from_texts(    texts=texts,    name="test_index_" + str(time.time()),  # unique name for your vector store    description="test_index",  # a description for your vector store    api_key=ATLAS_TEST_API_KEY,    index_kwargs={"build_topic_model": True},)db.project.wait_for_project_lock()db.projectHere is a map with the result of this code. This map displays the texts of the State of the Union.
https://atlas.nomic.ai/map/3e4de075-89ff-486a-845c-36c23f30bb67/d8ce2284-8edb-4050-8b9b-9bb543d7f647PreviousAnnoyNextAwaDBLoad PackagesPrepare the DataMap the Data using Nomic's Atlas