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feat: Adds Qdrant vector search#434

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feat: Adds Qdrant vector search#434
Anush008 wants to merge 1 commit into
OpenBMB:mainfrom
Anush008:main

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@Anush008 Anush008 commented Jun 1, 2026

Description

This PR adds support for using Qdrant as a vector search provider in UltraRAG.

Testing

I've unit tested this integration against a local Qdrant instance.

Setup

You can run Qdrant with

docker run -p 6333:6333 drant/qdrant

The Qdrant URL then will be http://localhost:6333.

The dashboard is accessible at http://localhost:6333/dashboard.

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