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While Qdrant has local support and provides a docker image, LanceDB, another Rust vector database, runs serverless and in process, similar to Sqlite.
Qdrant has no GPU support yet when building the i…
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- [ ] [Vector Database Benchmarks - Qdrant](https://qdrant.tech/benchmarks/)
# Vector Database Benchmarks - Qdrant
**DESCRIPTION:**
Benchmarking Vector Databases
At Qdrant, performance is the top…
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### Issue with current documentation:
Like embedchain reuse a vector database
[reuse embeddding](https://docs.embedchain.ai/components/data-sources/data-type-handling)
My code:
```
config = {…
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### Bug Description
This is my code,
```
from llama_index.core import VectorStoreIndex, StorageContext
from llama_index.core.storage.docstore import SimpleDocumentStore
from llama_index.vector_…
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got a Qdrant error using one_click_install in llama_index_pq:
`"failed to restore RocksDB backup: Notfound: Backup not found."`
I also tried importing the prompts_ng_gte[...].snapshot directly fro…
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**Title: High CPU Usage with Qdrant Async Client for GRPC and REST Endpoints**
**Description:**
We are experiencing significant CPU usage spikes when enabling the Qdrant async client for both …
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
I have created nodes and the nodes are unique,. However when I am trying to create…
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the javascript sdk here uses postgres/supabase as the default vector database. works well.
https://github.com/arakoodev/EdgeChains/blob/ts/JS/edgechains/examples/src/service/HydeSearchService.ts#L64…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
Hi everyone , I am benchmarking time it takes to chunk , embed documents and then insert…
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Would it make sense to generate embeddings and store them in vector database like qdrant ?
Motivation: I don't have to write adapters for trying out all the different vector db / search experimen…