QdrantDocumentStore
Use the Qdrant database as your document store.
Basic Information
- Used with the following retrievers:
- Type:
haystack_integrations.document_stores.qdrant.document_store.QdrantDocumentStore
You must host the Qdrant database locally to make it work with deepset Cloud. For instructions, see Qdrant documentation.
Overview
For details, see QdrantDocumentStore in Haystack documentation.
Authorization
To use an API key for your Qdrant database, create a secret for it and then pass it its name in the api_key
parameter of the document store. To learn more about secrets, see Add Secrets to Connect to Third Party Providers.
Usage
For instructions on how to create a secret to connect to the document store, write documents, and then retrieve them, see Connect to external database.
Example Configuration
In an Indexing Pipeline
To write the preprocesses files into the document store:
- Add DocumentWriter to your pipeline.
- On the component card, click Configure under the
document_store
parameters. This opens a YAML editor.
In a Query Pipeline
To retrieve files from the document store:
- Add a Qdrant retriever to your pipeline.
- On the retriever's card, click Configure under the
document_store
parameter. This opens a YAML editor.
Example
This is where you can access the configuration:
This is an example YAML configuration:
type: haystack_integrations.document_stores.qdrant.document_store.QdrantDocumentStore
init_parameters:
url: "b90c-217-111-20-34.ngrok-free.app"
port: 443
https: true
Init Parameters
To check the parameters you can customize for this document store, see QdrantDocumentStore API reference in Haystack documentation.
Updated 21 days ago