Show HN: Move data from any vector DB to any other vector DB https://ift.tt/9uV4zqt

Show HN: Move data from any vector DB to any other vector DB While building semantic search and LLM-powered apps, one needs to try out various vector databases because they differ widely in feature set, cost and other characteristics. The Vector-io library introduces a universal open format for storing vector datasets (Vectors, along with their metadata), along with import and export scripts for a wide range of vector databases: - Pinecone - Qdrant - Milvus - GCP Vertex AI Vector Search - KDB.AI - LanceDB - DataStax Astra DB - Chroma - Turbopuffer This will allow easier backup, snapshots, sharing of vector datasets and managing data across different vector DBs. I'm also curating a list of publicly available datasets in this format, which can be loaded directly from HuggingFace into your favorite VectorDB: https://ift.tt/8f1EUBO... If you have data in a vector DB, please try it out and let me know if you have feedback. Thanks! https://ift.tt/w2qtEd7 May 13, 2024 at 11:53PM