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**Describe the bug**
The `similarity_jaccard` method in python-igraph seems to ignore self-loops, while they are actually counted as neighbors. This leads to a discrepancy in the Jaccard similarity c…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
How to get similarity_score?
Here is part of my code that queries the vector li…
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## Task description
- To setup Embedding Model for vectorizing texts
### Implementation details
- Do some research on Embedding model and chose appropriate one for us.
- Split the input texts
- Gener…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
Im observing that the responses from the vector stores are quite different, is this poss…
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If you take a look at the two following pictures, you can see a groupoid self-similarity:
![image](https://user-images.githubusercontent.com/1743862/88478661-6c510500-cf4a-11ea-8774-5771893ece22.pn…
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I am trying to train by increasing the number of negatives in CachedGISTEmbedLoss to 2 as shown below. Is there any theoretical problem that could occur during training? Training proceeds without erro…
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### Bug Description
Hello,
When trying to setup the RAG template with AstraDB, we get the following:
`ValueError: Error performing search in AstraDBVectorStore: 'content'`
It looks like it's…
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### Checked other resources
- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation with the integrated search.
- [X] I used the GitHub search to find a sim…
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### Feature Request
#### Feature Description:
The integration of **Neo4j** into LangFlow will bring support for powerful knowledge graph database retrieval capabilities, extending LangFlow's versati…
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The following publicly available resources may be useful:
* "Self-similarity and panorama of self-affinity" by Mandelbrot. PDF: https://courses.physics.ucsd.edu/2019/Spring/physics235/Madelbrot%20E…