search

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
2.56k stars 216 forks source link

Add support for Qdrant #47

Closed NivekT closed 10 months ago

NivekT commented 11 months ago

🚀 The feature

Qdrant is a popular vector similarity search engine and vector database.

Motivation, pitch

We can integrate with its APIs to allow experimentation on various configurations and look at its performance.

Alternatives

No response

Additional context

You can have a look at the Chroma or Weaviate for inspiration. If you would like to work on this, comment and let us know! We will be more than happy to support you.

NivekT commented 11 months ago

Quote from @rafidude from #52:

We are using Qdrant and found its performance much better than other Vector DBs.

Please see the benchmarks at https://qdrant.tech/benchmarks/.
kacperlukawski commented 11 months ago

@NivekT I'm already working on the integration.

NivekT commented 11 months ago

Wonderful!

kacperlukawski commented 11 months ago

The PR is open, but still in progress: #54

NivekT commented 10 months ago

Closed by #54 Thank you @kacperlukawski !