Pinecone is a managed, cloud-native vector database that simplifies the integration of long-term memory into high-performance AI applications. It offers a straightforward API and eliminates infrastructure complexities. This Snap Pack contains the following Snaps:

• Pinecone Query: Queries records in the Pinecone database, retrieves the top matching vectors close to a given vector, and outputs the corresponding metadata for those vectors.
• Pinecone Upsert: Processes the vector from the input document and writes the data and the associated metadata in the specified index name and namespace.