Add Qdrant Vector database support

hegelai / prompttools

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

http://prompttools.readthedocs.io

Apache License 2.0

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Add Qdrant Vector database support #52

Closed rafidude closed 11 months ago

rafidude commented 11 months ago

🚀 The feature

Qdrant (https://qdrant.tech/) is a high-performance vector DB.

Motivation, pitch

We are using Qdrant and found its performance much better than other Vector DBs. Please see the benchmarks at https://qdrant.tech/benchmarks/.

Alternatives

No response

Additional context

No response

NivekT commented 11 months ago

Hi @rafidude, thanks for suggesting this. We have a similar issue (#47) already opened. I will consolidate the discussion over there. Do let us know if you are interested to work on the feature. Thanks!