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Update neo4j-document-store.md (#227)
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Some typos
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sjrl authored May 7, 2024
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Expand Up @@ -28,7 +28,7 @@ An integration of [Neo4j](https://neo4j.com/) graph database with [Haystack v2.0
by [deepset](https://www.deepset.ai). In Neo4j [Vector search index](https://neo4j.com/docs/cypher-manual/current/indexes-for-vector-search/)
is being used for storing document embeddings and dense retrievals.

The library allows using Neo4j as a [DocumentStore](https://docs.haystack.deepset.ai/docs/document-store), and implements the required [Protocol](https://docs.haystack.deepset.ai/docs/document-store#documentstore-protocol) methods. You can start working with the implementation by importing it from `neo4_haystack` package:
The library allows using Neo4j as a [DocumentStore](https://docs.haystack.deepset.ai/docs/document-store), and implements the required [Protocol](https://docs.haystack.deepset.ai/docs/document-store#documentstore-protocol) methods. You can start working with the implementation by importing it from `neo4j_haystack` package:

```python
from neo4j_haystack import Neo4jDocumentStore
Expand Down Expand Up @@ -81,7 +81,7 @@ In the above diagram:

```bash
pip install --upgrade pip # optional
pip install sentence-transformers # required iin order to run pipeline examples given below
pip install sentence-transformers # required in order to run pipeline examples given below
pip install neo4j-haystack
```

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