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### System Name
Qdrant
### Type
Materialize
### Details
Qdrant, similar to Elasticsearch or Pinecone is a popular vector database.
We use qdrant for various vector search tasks. These vectors …
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
I use the faiss vector store, which consists of many nodes (not many documents). how sho…
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**Describe the bug**
When retrieving an existing collection, the `GetCollection` API creates a new `QdrantVectorStoreRecordCollectionOptions` object that passes the caller's `VectorStoreRecordDefiniti…
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I was writing an integration test with `mlir-vulkan-runner`. When I was initializing an input buffer using `memref.store` in an `scf.for` loop in the host function, I got an error that possibly result…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
```
vector_store = OpensearchVectorStore(client)
embedding_model = HuggingFaceEmbedd…
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It would be nice to be able to use sqlite-vec as a vector store :)
> An extremely small, "fast enough" vector search SQLite extension that runs anywhere!
https://alexgarcia.xyz/sqlite-vec/
https:…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
Is there any way to migrate the index stored in A storage context (local file system for…
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### 🐛 Describe the bug
when I use Milvus, the memory can't update.
but use qdrant is ok.
// first
result = m.add("My name is Coco.", user_id="test", run_id="test"})
m.get_all(user_id="test", ru…
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- Understanding of custom extention
- Changing the point-of-View of internal Prompt Engineering for autonomous agents
- Any relevant to mastering this
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### A note for the community
* Please vote on this issue by adding a 👍 [reaction](https://blog.github.com/2016-03-10-add-reactions-to-pull-requests-issues-and-comments/) to the original issue to …