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docs(epsilla): add epsilla integration guide (#1838)
Signed-off-by: Tony Yang <[email protected]>
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‎docs/API_reference/doc_index/backends/epsilla.md‎

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# EpsillaDocumentIndex
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::: docarray.index.backends.epsilla.EpsillaDocumentIndex

‎docs/user_guide/storing/docindex.md‎

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@@ -37,6 +37,7 @@ Currently, DocArray supports the following vector databases:
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- [Weaviate](https://weaviate.io/) | [Docs](index_weaviate.md)
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- [Qdrant](https://qdrant.tech/) | [Docs](index_qdrant.md)
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- [Elasticsearch](https://www.elastic.co/elasticsearch/) v7 and v8 | [Docs](index_elastic.md)
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- [Epsilla](https://epsilla.com/) | [Docs](index_epsilla.md)
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- [Redis](https://redis.com/) | [Docs](index_redis.md)
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- [Milvus](https://milvus.io/) | [Docs](index_milvus.md)
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- [HNSWlib](https://github.com/nmslib/hnswlib) | [Docs](index_hnswlib.md)
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from docarray.typing import NdArray
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import numpy as np
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class MyDoc(BaseDoc):
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title: str
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price: int
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embedding: NdArray[128]
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docs = DocList[MyDoc](
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MyDoc(title=f"title #{i}", price=i, embedding=np.random.rand(128))
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for i in range(10)
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- [Weaviate](https://weaviate.io/) | [Docs](index_weaviate.md)
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- [Qdrant](https://qdrant.tech/) | [Docs](index_qdrant.md)
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- [Elasticsearch](https://www.elastic.co/elasticsearch/) v7 and v8 | [Docs](index_elastic.md)
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- [Epsilla](https://epsilla.com/) | [Docs](index_epsilla.md)
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- [Redis](https://redis.com/) | [Docs](index_redis.md)
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- [Milvus](https://milvus.io/) | [Docs](index_milvus.md)
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- [HNSWlib](https://github.com/nmslib/hnswlib) | [Docs](index_hnswlib.md)

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