A connector that provides endpoints to Upload, Query, Delete and Fetch vectors using the Upstash vector database to store semantic data for your AI Applications.

It delivers four key operations:

• Add Vector endpoint: This endpoint adds a vector to given index. You can also add metadata with the vector.
• Add Data endpoint: This endpoint adds the raw text data to given index after embedding it. You can also add metadata with the vector.
• Query Vectors endpoint: This endpoint queries a given vector over the existing vectors in the index.
• Query Data endpoint : This endpoint queries the raw text data over the existing vectors in the index after embedding it.
• Delete Vector endpoint: This endpoint deletes the vectors with given IDs.
• Clear Database endpoint: This endpoint deletes all vectors and all state belonging to the index.
• Fetch Vector By Id endpoint: This endpoint returns the data related to the vectors with the provided IDs.