Search Groups Timed Out
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- Dominant language
- Python
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Description
Concerning Qdrant server:
I'm currently trying to replace client.search() with client.search_groups() in my application. I want to retrieve text documents based on vector similarity and I would like to have the ability to return all chunks of the concerneed documents (long documents were split into multiple chunks). The method search_groups() seems like the perfect solution, however a qdrant_client.http.exceptions.ResponseHandlingException: timed out exception is now always raised.
The collection has approximately 10 million vectors. Running client.search() works perfectly. Is client.search_groups() this much more expensive to compute, and therefore times out? Any ideas to workaround this? Thanks.
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- Read the whole issue, then the project's contributing guide.
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- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the client.search_groups() entry point and compare its behavior with client.search() against the reported collection of approximately 10 million vectors. Determine whether the timeout is expected for grouped search and identify a documented workaround or needed client change.
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Assessment
- Tech stack
- python
- Domain
- databases
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100