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Kotaemon Configure Kotaemon to use Qdrant as its vector store for chatting with your documents through a customizable open-source RAG UI. Use Qdrant as the vector store in Kotaemon to power a customizable open-source RAG interface for ingesting and chatting with your own documents.

Kotaemon

Kotaemon is open-source clean & customizable RAG UI for chatting with your documents. Built with both end users and developers in mind.

Qdrant is supported as a vectorstore in Kotaemon for ingesting and retrieving documents.

Configuration

  • Refer to Getting started guide to set up Kotaemon.

  • To configure Kotaemon to use Qdrant as the vector store, update the flowsettings.py as follows.

KH_VECTORSTORE = {
    "__type__": "kotaemon.storages.QdrantVectorStore",
    "url": "https://xyz-example.eu-central.aws.cloud.qdrant.io:6333",
    "api_key": "<provide-your-own-key>'",
    "client_kwargs": {} # Additional options to pass to qdrant_client.QdrantClient
}
  • Restart Kotaemon for the changes to take effect.

The reference for all the Qdrant client options can be found here

Further reading