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docs(epsilla): add epsilla integration guide by tonyyanga · Pull Request #1838 · docarray/docarray · GitHub

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docs(epsilla): add epsilla integration guide #1838

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JoanFM merged 1 commit into from
Dec 21, 2023
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docs(epsilla): add epsilla integration guide #1838

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3 changes: 3 additions & 0 deletions docs/API_reference/doc_index/backends/epsilla.md
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@@ -0,0 +1,3 @@
# EpsillaDocumentIndex

::: docarray.index.backends.epsilla.EpsillaDocumentIndex
4 changes: 4 additions & 0 deletions docs/user_guide/storing/docindex.md
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Expand Up @@ -37,6 +37,7 @@ Currently, DocArray supports the following vector databases:
- [Weaviate](https://weaviate.io/) | [Docs](index_weaviate.md)
- [Qdrant](https://qdrant.tech/) | [Docs](index_qdrant.md)
- [Elasticsearch](https://www.elastic.co/elasticsearch/) v7 and v8 | [Docs](index_elastic.md)
- [Epsilla](https://epsilla.com/) | [Docs](index_epsilla.md)
- [Redis](https://redis.com/) | [Docs](index_redis.md)
- [Milvus](https://milvus.io/) | [Docs](index_milvus.md)
- [HNSWlib](https://github.com/nmslib/hnswlib) | [Docs](index_hnswlib.md)
Expand Down Expand Up @@ -67,11 +68,13 @@ from docarray.index import InMemoryExactNNIndex
from docarray.typing import NdArray
import numpy as np


class MyDoc(BaseDoc):
title: str
price: int
embedding: NdArray[128]


docs = DocList[MyDoc](
MyDoc(title=f"title #{i}", price=i, embedding=np.random.rand(128))
for i in range(10)
Expand Down Expand Up @@ -120,6 +123,7 @@ To learn more and get the most out of `DocArray`, take a look at the detailed gu
- [Weaviate](https://weaviate.io/) | [Docs](index_weaviate.md)
- [Qdrant](https://qdrant.tech/) | [Docs](index_qdrant.md)
- [Elasticsearch](https://www.elastic.co/elasticsearch/) v7 and v8 | [Docs](index_elastic.md)
- [Epsilla](https://epsilla.com/) | [Docs](index_epsilla.md)
- [Redis](https://redis.com/) | [Docs](index_redis.md)
- [Milvus](https://milvus.io/) | [Docs](index_milvus.md)
- [HNSWlib](https://github.com/nmslib/hnswlib) | [Docs](index_hnswlib.md)
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