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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
https://huggingface.co/spaces/AXZ91/p53
Now it takes more than 10 s to return the respo…
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Hello,
I have a local setup as follows:
```
database = QdrantClient(host=settings().HOST, port=6333, api_key=settings().QDRANT_API)
```
where `HOST` and `QDRANT` are defined in a `dotenv` file …
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**Describe the bug**
A clear and concise description of what the bug is.
In KernelSyntaxExamples project, the class 'Example19_Qdrant' explains how to use QDrant vector database to save text and run…
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I have a query like below.
```
SELECT
"Document".id,
("Document".embedding $1) AS distance,
"Document".embedding
FROM "Document"
WHERE "Document".metadata ->> 'country' = $2
ORD…
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Embedding 을 위해서는 Vector database 도입이 필요한 상황.
[https://platform.openai.com/docs/guides/embeddings/how-can-i-retrieve-k-nearest-embedding-vectors-quickly]
Vector database는 다양한 데이터를 벡터 형태로 변환한 수치 표현 …
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Hi @erikbern, We recently benchmarked the performance of two popular open-source databases: Qdrant and Postgres (Pgvector) using the ann-benchmarks repo. It became quite popular on [Twitter](https://t…
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Good morning,
embeddings.upsert() fails with the following error while trying to upsert a vector into qdrant
**self.cursor.execute(FileDB.INSERT_SECTION, [index, uid, text, tags, entry])
sqlite…
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### Issue you'd like to raise.
Hi everyone,
I've encountered an issue while trying to instantiate the ConversationalRetrievalChain in the Langchain library. It seems to be related to the abstract …
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```
version: '3.1'
services:
# API service
api:
image: python:3.11.3
restart: alway…
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### 🚀 The feature
It's less of a feature and more of a refactor. Right now the configs are way too much aligned towards ChromaDB which is a good db for getting started with vector db's but not an ide…