> For the complete documentation index, see [llms.txt](https://vanguard-embedding-solutions.gitbook.io/ves/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://vanguard-embedding-solutions.gitbook.io/ves/vanguard-embedding-solutions-devs/databases.md).
# Databases
Database controller have endpoints to manipulate with your vector collections. It includes endpoints for load data to collection, delete data and send query to find
POST /load/{vectorCollectionId}
This endpoint loads data to collection. Response body must include the field “data” which must be a string array with data which you want to add to your collection.
Example request:
DELETE /delete/{vectorCollectionId}
This endpoint can delete all data from the provided collection.
Example request:
GET /query/{vectorCollectionId}
This endpoint sends a query to your vector database and returns closest values from the vectors. You must provide the query parameter “query” with your query in a string.
Example request:
Example response:
