> For the complete documentation index, see [llms.txt](https://docs.flowiseai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.flowiseai.com/integrations/langchain/vector-stores/astradb.md).
# AstraDB
## Setup
1. Register an account on [AstraDB](https://astra.datastax.com/)
2. Login to portal. Create a Database
3. Choose Serverless (Vector), fill in the Database name, Provider, and Region
4. After database has been setup, grab the API Endpoint, and generate Application Token
5. Create a new collection, select the desired dimenstion and similarity metric:
6. Back to Flowise canvas, drag and drop Astra node. Click **Create New** from the Credentials dropdown:
7. Specify the API Endpoint and Application Token:
8. You can now upsert data to AstraDB
9. Navigate back to Astra portal, and to your collection, you will be able to see all the data that has been upserted:
10. Start querying!