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Postgres can now facilitate vector similarity search with the newly developed [pgvector extension](https://github.com/pgvector/pgvector). As Postgres is widely used in the application layer, having a …
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**Describe the bug**
The WebAPI backend should invoke CreateCollectionAsync once at least for each chat session when use PostgresMemoryStore and local postgresql database as vectors MemoryStore
…
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你好,如何指定外部向量库为qdrant,有没有文档参考
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Dify version: Self Host
## Steps To Reproduce
1. The code version is 0.3.10
2. API .env file
```
# Server Edition
EDITION=SELF_HOSTED
# Your App secret key will be used for securely…
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### Is your feature request related to a problem? Please describe.
Hi. Glad someone finally made this. Been on my mind for a long time.
Any chance of supporting qdrant as a vector store? Qdrant also…
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```
# max LLM token input size
max_input_size = 1024
# set number of output tokens
num_output = 256
# set maximum chunk overlap
max_chunk_overlap = 20
prompt_helper = PromptHelper(max_input_s…
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As per docu the nested filter for the python client should be configured as following:
```python
client.scroll(
collection_name="{collection_name}",
scroll_filter=models.Filter(
…
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I never used Qdrant, but when using this simple example:
```ruby
openai = Langchain::LLM::OpenAI.new(api_key: ENV['OPENAI_API_KEY'])
qdrant = Langchain::Vectorsearch::Qdrant.new(
url: ENV["Q…
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We use the verb "store" quite extensively in our documentation.
It is however used with different semantics which can be confusing.
e.g. https://qdrant.tech/documentation/storage/#vector-storage…
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i am using the qdrant vector database, and after successfully uploading a file, an error occurred when executing the query.
Error: 3 validation errors for MatchValue
value
value is not a valid…